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Machine Vision Group
Department of Electrical and Information Engineering P.O.Box 4500
FIN-90014 University of Oulu
Finland
Tel. +358-8-553 1011
Fax. +358-8-553 2612

Here is a bibliography related to the Local Binary Pattern methodology.

Please let us know, by emailing to Jie Chen or Matti Pietikäinen, if you have refered to the LBP methodology in your publication, so that we can keep this bibliography up-to-date.

Surveys
LBP Methodology
New Methodology Based on LBP
Visual Inspection
Image and Video Retrieval
Aerial Image Analysis, Remote Sensing
Environment Modeling
Biomedical Image Analysis
Face Analysis and Person Identification
3D Texture and Scene Analysis
Motion Analysis
Miscellaneous
Outex
Software

Surveys

Pietikäinen M & Ojala T (1996)
Texture analysis in industrial applications.
In: Image Technology - Advances in Image Processing, Multimedia and Machine Vision, (Ed. J.L.C. Sanz), Springer-Verlag, 337-359.

Ojala T (1997)
Nonparametric texture analysis using spatial operators, with applications in visual inspection.
Acta Univ. Oul. C 105, University of Oulu, 75 p. + app.

Mäenpää T (1999)
Texture analysis using fourier spectra and local binary patterns.
M.Sc. thesis, University of Oulu, Finland, 61 p + App.

Pietikäinen M & Ojala T (1999)
Nonparametric texture analysis with complementary spatial operators.
Proc. Workshop on Texture Analysis in Machine Vision, 3-12.
(PDF)

Pietikäinen M & Ojala T (1999)
Nonparametric texture analysis with simple spatial operators.
Proc. 5th International Conference on Quality Control by Artificial Vision, 11-16.
(PDF)

Pietikäinen M, Ojala T & Silvén O (1999)
Approaches to texture-based classification, segmentation and surface inspection.
In: C.H. Chen, L.F. Pau, and P.S.P. Wang, (eds.), Handbook of Pattern Recognition & Computer Vision, 2nd ed., World Scientific, Singapore, 711-736.

Silvén O (2000)
Applying texture analysis to industrial inspection.
In: Texture Analysis in Machine Vision (Ed. M. Pietikäinen), Series in Machine Perception and Artificial Intelligence, Vol. 40, World Scientific, 207-217.

Whelan PF & Molloy D (2000)
Machine vision algorithms in Java: techniques and implementation.
Springer-Verlag, London Limited, p. 187.

Shapiro LG & Stockman GC (2001)
Computer vision.
Prentice-Hall, Inc. New Jersey, p. 217.

Pietikäinen M (2002)
Tekstuurianalyysi: tilannekatsaus vuonna 2002 (Texture analysis anno 2002).
25th Anniversary Book of Pattern Recognition Research in Finland, Eds. J. Iivarinen, S. Kaski & E. Oja, Pattern Recognition Society of Finland, 66-73.
(PDF)

Zhang J & Tan T (2002)
Brief review of invariant texture analysis methods.
Pattern Recognition, 35(3):735-747.
DOI: 10.1016/S0031-3203(01)00074-7

Mäenpää T (2003)
The local binary pattern approach to texture analysis - extensions and applications.
Dissertation, Acta Univ Oul C 187, University of Oulu, 78 p + App.
(PDF)

Mäenpää T & Pietikäinen M (2005)
Texture analysis with local binary patterns.
In: Chen CH & Wang PSP (eds) Handbook of Pattern Recognition and Computer Vision, 3rd ed, World Scientific, 197-216 (invited chapter).
(PDF)

Pietikäinen M (2005)
Image analysis with local binary patterns.
In: Image Analysis, SCIA 2005 Proceedings, Lecture Notes in Computer Science 3540, Springer, 115-118, plenary presentation.
(PDF), DOI: 10.1007/11499145_13

Petrou M & Garcia Sevilla P (2006)
Image Processing: Dealing With Texture
John Wiley and Sons Ltd, 634 p.
(Link)

LBP Methodology

Ojala T, Pietikäinen M & Harwood D (1994)
Performance evaluation of texture measures with classification based on Kullback discrimination of distributions
Proc. 12th International Conference on Pattern Recognition (ICPR 1994), Jerusalem, Israel. Vol I, 582-585
DOI: 10.1109/ICPR.1994.576366

Ojala T, Pietikäinen M & Harwood D (1996)
A comparative study of texture measures with classification based on featured distribution.
Pattern Recognition, 29(1):51-59.
(PDF), DOI: 10.1016/0031-3203(95)00067-4

Ojala T & Pietikäinen M (1998)
Nonparametric multichannel texture description with simple spatial operators.
Proc. 14th International Conference on Pattern Recognition, Brisbane, Australia, 1052-1056.
(PDF), DOI: 10.1109/ICPR.1998.711872

Ojala T & Pietikäinen M (1999)
Unsupervised texture segmentation using feature distributions.
Pattern Recognition, 32(3):477-486.
(PDF), DOI: 10.1016/S0031-3203(98)00038-7

Mäenpää T, Ojala T, Pietikäinen M & Soriano M (2000)
Robust texture classification by subsets of local binary patterns.
Proc. 15th International Conference on Pattern Recognition, Barcelona, Spain, 3:947-950.
(PDF), DOI: 10.1109/ICPR.2000.903698

Mäenpää T, Pietikäinen M & Ojala T (2000)
Texture classification by multi-predicate local binary pattern operators.
Proc. 15th International Conference on Pattern Recognition, Barcelona, Spain, 3:951-954.
(PDF), DOI: 10.1109/ICPR.2000.903699

Ojala T, Pietikäinen M & Mäenpää T (2000)
Gray scale and rotation invariant texture classification with local binary patterns.
In: Computer Vision, ECCV 2000 Proceedings, Lecture Notes in Computer Science 1842, Springer, 404-420.
(PDF)

Ojala T, Valkealahti K, Oja E & Pietikäinen M (2000))
Texture discrimination with multidimensional distributions of signed gray level differences.
Proc. 4th Asian Conference on Computer Vision, Taipei, Taiwan, 2:1082-1088.
(PDF)

Pietikäinen M, Ojala T & Xu Z (2000)
Rotation-invariant texture classification using feature distributions.
Pattern Recognition, 33(1):43-52.
(PDF), DOI: 10.1016/S0031-3203(99)00032-1

Ojala T, Pietikäinen M & Mäenpää T (2001)
A generalized Local Binary Pattern operator for multiresolution gray scale and rotation invariant texture classification.
In: Advances in Pattern Recognition, ICAPR 2001 Proceedings, Lecture Notes in Computer Science 2013, Springer, 397-406.
(PDF)

Ojala T, Valkealahti K, Oja E & Pietikäinen M (2001)
Texture discrimination with multidimensional distributions of signed gray-level differences.
Pattern Recognition, 34(3):727-739.
(PDF), DOI: 10.1016/S0031-3203(00)00010-8

Mäenpää T, Pietikäinen M & Viertola J (2002)
Separating color and pattern information for color texture discrimination.
Proc. 16th International Conference on Pattern Recognition, August 11 - 15, Vol. 1, 668-671.
(PDF), DOI: 10.1109/ICPR.2002.1044840

Ojala T, Pietikäinen M & Mäenpää T (2002)
Multiresolution gray-scale and rotation invariant texture classification with local binary patterns.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(7):971-987.
(PDF), DOI: 10.1109/TPAMI.2002.1017623

Pietikäinen M, Mäenpää T & Viertola J (2002)
Color texture classification with color histograms and local binary patterns.
Proc. 2nd International Workshop on Texture Analysis and Synthesis, June 1, Copenhagen, Denmark, 109-112.
(PDF)

Mäenpää T & Pietikäinen M (2003)
Multi-scale binary patterns for texture analysis.
In: Image Analysis, SCIA 2003 Proceedings, Lecture Notes in Computer Science 2749, Springer, 885-892.
(PDF)

Nammalwar P, Ghita O & Whelan PF (2003)
Experimentation on the use of chromaticity features, local binary pattern and discrete cosine transform in colour texture analysis.
The 13th Scandinavian Conference on Image Analysis SCIA-2003, 186-192.
(Link)

Turtinen M, Mäenpää T & Pietikäinen M (2003)
Texture classification by combining local binary pattern features and a self-organizing map.
In: Image Analysis, SCIA 2003 Proceedings, Lecture Notes in Computer Science 2749, Springer, 1162-1169.
(PDF)

Mäenpää T & Pietikäinen M (2004)
Classification with color and texture: jointly or separately?
Pattern Recognition, 37(8):1629-1640.
(PDF), DOI: 10.1016/j.patcog.2003.11.011

Nammalwar P, Ghita O & Whelan PF (2004)
Integration of feature distributions for colour texture segmentation.
17th International Conference on Pattern Recognition (ICPR 2004), Cambridge, UK, 1:716-719.
(PDF), DOI: 10.1109/ICPR.2004.1334283

Qing Xu, Jie Yang & Siyi Ding (2005)
Texture Segmentation using LBP embedded Region Competition
Electronic Letters on Computer Vision and Image Analysis 5(1): 41-47.
(Link)

Laiho M, Lahdenoja O & Paasio A (2005)
Dedicated Hardware for Parallel Extraction of Local Binary Pattern Feature Vectors.
9th IEEE International Workshop on Cellular Neural Networks and their Applications (CNNA 2005), Hsin-chu, Taiwan, 27-30
DOI: 10.1109/CNNA.2005.1543152

Lahdenoja O, Laiho M & Paasio A (2005)
Local Binary Pattern Feature Vector Extraction with CNN.
9th IEEE International Workshop on Cellular Neural Networks and their Applications (CNNA 2005), Hsin-chu, Taiwan, 202-205
DOI: 10.1109/CNNA.2005.1543196

Savelonas MA, Iakovidis DK & Maroulis DE (2006)
An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation
Proc. 18th International Conference on Pattern Recognition (ICPR 2006), Hong Kong
DOI: 10.1109/ICPR.2006.260

Pietikäinen M & Zhao G (2006)
Local Binary Pattern Descriptors for Dynamic Texture Recognition
Proc. 18th International Conference on Pattern Recognition (ICPR 2006), Hong Kong
DOI: 10.1109/ICPR.2006.768

Savelonas MA, Iakovidis DK, Maroulis DE & Karkanis SA (2006)
An Active Contour Model Guided by LBP Distributions
Proc. Advanced Concepts for Intelligent Vision Systems (ACIVS 2006), Lecture Notes in Computer Science 4179, Springer, 197-207
DOI: 10.1007/11864349_18

Heikkil?M, Pietikäinen M & Schmid C (2006)
Description of interest regions with center-symmetric local binary patterns.
Proc. 5th Indian Conference on Computer Vision, Graphics and Image Processing, (ICVGIP 2006), Madurai, India, Dec 13-16, Lecture Notes in Computer Science 4338, Springer, 58-69
(Link), DOI: 10.1007/11949619_6

Zhao G & Pietikäinen M (2007)
Improving rotation invariance of the volume local binary pattern operator.
Proc. IAPR Conference on Machine Vision Applications (MVA 2007), Tokyo, Japan, 327-330.
(Link)

Ahonen T & Pietikäinen M (2007)
Soft histograms for local binary patterns
Proc. Finnish Signal Processing Symposium (FINSIG 2007), Oulu, Finland.
(Link)

Zhao G & Pietikäinen M (2007)
Dynamic texture recognition using local binary patterns with an application to facial expressions
IEEE Transactions on Pattern Analysis and Machine Intelligence 29(6): 915-928
(PDF), DOI: 10.1109/TPAMI.2007.1110

Turtinen M (2007)
Learning and recognizing texture characteristics using local binary patterns.
Dissertation, Acta Univ Oul C 278, 128 p.
(Link)

Ahonen T & Pietikäinen M (2008)
A framework for analyzing texture descriptors.
Proc. Third International Conference on Computer Vision Theory and Applications (VISAPP 2008), Madeira, Portugal, 1:507-512.
(Link)

Ma Li & Staunton RC (2008)
Optimum Gabor filter design and local binary patterns for texture segmentation
Pattern Recognition Letters 29(5):664-672
DOI: 10.1016/j.patrec.2007.12.001

Savelonas MA, Iakovidis DK & Maroulis D (2008)
LBP-guided Active Contours
Pattern Recognition Letters 29(9): 1404-1415
DOI: 10.1016/j.patrec.2008.02.013

Paulhac L, Makris P & Ramel J-Y (2008)
Comparison between 2D and 3D Local Binary Pattern Methods for Characterisation of Three-Dimensional Textures
Proc. Image Analysis and Recognition, 5th International Conference (ICIAR 2008), Lecture Notes in Computer Science 5112, Springer, 670-679
DOI: 10.1007/978-3-540-69812-8_66

Chen J, Zhao G & Pietikäinen M (2008)
Unsupervised dynamic texture segmentation using local spatiotemporal descriptors.
19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL, accepted.
(Link)

He C, Ahonen T & Pietikäinen M (2008)
A Bayesian Local Binary Pattern texture descriptor.
19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL, accepted.
(Link)

Hui Zhou, Runsheng Wang & Cheng Wang (2008)
A novel extended local-binary-pattern operator for texture analysis
Information Sciences 178(22):4314-4325.
DOI: 10.1016/j.ins.2008.07.015

Heikkilä M, Pietikäinen M & Schmid C (2009)
Description of interest regions with local binary patterns
Pattern Recognition 42(3):425-436
(Link), DOI: 10.1016/j.patcog.2008.08.014

Ahonen T & Pietikäinen M (2008)
Image Description using Joint Distribution of Filter Bank Responses
Pattern Recognition Letters 30(4):368-376
(Link), DOI: 10.1016/j.patrec.2008.10.012

Ahonen T, Matas J, He C & Pietikäinen M (2009)
Rotation invariant image description with local binary pattern histogram fourier features.
Proc. 16th Scandinavian Conference on Image Analysis (SCIA 2009), Oslo, Norway, accepted.
(Link)

Zhenhua Guo, Lei Zhang & David Zhang (2009)
Rotation invariant texture classification using LBP variance (LBPV) with global matching
Pattern Recognition, in press.
DOI: 10.1016/j.patcog.2009.08.017
(Link)

Ahonen T (2009)
Face and texture image analysis with quantized filter response statistics.
Dissertation, Acta Univ Oul C 330, 89 p.
(Link)

New Methodology Based on LBP

Chen K-M & Chen S-Y (2002)
Color texture segmentation using feature distributions.
Pattern Recognition Letters, 23(7):755-771.
DOI: 10.1016/S0167-8655(01)00150-7

Schael M (2002)
Invariant texture classification using group averaging with relational kernel functions.
Proc. 2nd International Workshop on Texture Analysis and Synthesis, June 1, Copenhagen, Denmark, 129-133.

Cheng YC & Chen SY (2003)
Image classification using color, texture and regions.
Image and Vision Computing, 21(9):759-776.
DOI: 10.1016/S0262-8856(03)00069-6

Madrid-Cuevas FJ, Carnicer RM, Villegas MP, Garcia NLF & Poyato AC (2003)
Simplified texture unit: A new descriptor of the local texture in gray-level images.
Pattern Recognition and Image Analysis, Proceedings Lecture Notes in Computer Science, 2652:470-477.
(Link)

Sanchez-Yanez RE, Kurmyshev EV & Cuevas FJ (2003)
A framework for texture classification using the coordinated clusters representation.
Pattern Recognition Letters, 24(1-3):21-31.
DOI: 10.1016/S0167-8655(02)00185-X

Sanchez-Yanez RE, Kurmyshev EV & Fernandez A (2003)
One-class texture classifier in the CCR feature space.
Pattern Recognition Letters, 24(9-10):1503-1511.
DOI: 10.1016/S0167-8655(02)00389-6

Cuenca SA (2003)
Texture analysis based on local semicovers
Proc. 12th International Conference on Image Analysis and Processing (ICIAP 03), 17-19 Sep 2003, 588-593
DOI: 10.1109/ICIAP.2003.1234114

Feris R, Turk M, Raskar R, Tan K & Ohashi G (2004)
Exploiting depth discontinuities for vision-based fingerspelling recognition.
IEEE Workshop on Real-Time Vision for Human-Computer Interaction (in conjuction with CVPR 04), Washington DC, USA.
DOI: 10.1109/CVPR.2004.336

Halawani A & Burkhardt H (2004)
Image Retrieval by Local Evaluation of Nonlinear Kernel Functions around Salient Points
Proc. International Conference on Pattern Recognition, 2004 (ICPR 2004). 23-26 Aug. 2004, Cambridge, UK, Vol 2, 955-960
DOI: 10.1109/ICPR.2004.1334417

Gouchol Pok, Keun Ho Ryu & Jyh-charn Lyu (2005)
Rotation and Gray-Scale Invariant Classification of Textures Improved by Spatial Distribution of Features
Proc. 16th International Conference on Database and Expert Systems Applications (DEXA 2005), Copenhagen, Denmark, Lecture Notes in Computer Science 3588, Springer, 250-259
DOI: 10.1007/11546924_25

Liao S, Law WK & Chung ACS (2006)
Combining Microscopic and Macroscopic Information for Rotation and Histogram Equalization Invariant Texture Classification
Proc. 7th Asian Conference on Computer Vision (ACCV 2006) Part 1, Lecture Notes in Computer Science 3851, Springer, 100-109.
DOI: 10.1007/11612032_11

Lahdenoja O, Alhoniemi E, Laiho M, Paasio A(2006)
A Shape-Preserving Non-parametric Symmetry Transform
Proc. 18th International Conference on Pattern Recognition (ICPR 2006), Hong Kong
DOI: 10.1109/ICPR.2006.172

Raja Y & Gong S (2006)
Sparse Multiscale Local Binary Patterns.
Proc. The 17th British Machine Vision Conference (BMVC 2006), Edinburgh, UK
(PDF)

Fehr J (2007)
Rotational Invariant Uniform Local Binary Patterns For Full 3D Volume Texture Analysis
Proc. Finnish Signal Processing Symposium (FINSIG 2007), Oulu, Finland.
(PDF)

Liao S & Chung ACS (2007)
Texture Classification by Using Advanced Local Binary Patterns and Spatial Distribution of Dominant Patterns
Proc. 2007 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2007), Honolulu, Hawaii, USA

Hafiane A, Seetharaman G, Palaniappan K & Zavidovique B (2008)
Rotationally Invariant Hashing of Median Binary Patterns for Texture Classification
Proc. Image Analysis and Recognition, 5th International Conference (ICIAR 2008), Lecture Notes in Computer Science 5112, Springer, 619-629
DOI: 10.1007/978-3-540-69812-8_61

Weixin Wu, Jianguo Li, Tao Wang & Yimin Zhang (2008)
Markov Chain Local Binary Pattern and Its Application to Video Concept Detection
Proc. IEEE International Conference on Image Processing (ICIP 2008)

Yang P, Liu Q & Metaxas DN (2009)
Boosting encoded dynamic features for facial expression recognition
Pattern Recognition Letters 30(2):132-139
DOI: 10.1016/j.patrec.2008.03.014

Liao S, Law MWK & Chung ACS (2009)
Dominant Local Binary Patterns for Texture Classification
IEEE Transactions on Image Processing 18(5):1107-1118
DOI: 10.1109/TIP.2009.2015682

Visual Inspection

Heikkinen J (1993)
Tekstuurianalyysi- ja luokittelumenetelmien soveltaminen metallipintojen tarkastukseen (Application of texture analysis and classification methods to metal surface inspection).
M.Sc. thesis, University of Oulu, Finland.

Pietikäinen M, Ojala T, Nisula J & Heikkinen J (1994)
Experiments with two industrial problems using texture classification based on feature distributions.
Proc. SPIE Vol. 2354 Intelligent Robots and Computer Vision XIII: 3D Vision, Product Inspection and Active Vision, October 31 - November 4, Boston, Mass., 197-204.

Ojala T, Pietikäinen M & Nisula J (1996)
Determining composition of grain mixtures by texture classification based on feature distributions.
International Journal of Pattern Recognition and Artificial Intelligence, Vol. 10, 73-82.
(PDF), DOI: 10.1142/S0218001496000074

Xu Z, Pietikäinen M & Ojala T (1997)
Defect classification by texture in steel surface inspection.
Proc. International Conference on Quality Control by Artificial Vision, Le Creusot, Burgundy, France, 179-184.

Rautio H & Silvén O (1998)
Average grain size determination using mathematical morphology and texture analysis.
Proc. IAPR Workshop on Machine Vision Applications (MVA '98), November 17-19, Makuhari, Chiba, Japan, 506-509.
(PDF)

Iivarinen J (2000)
Surface defect detection with histogram-based texture features.
In: D. P. Casasent (Ed.), Intelligent Robots and Computer Vision XIX: Algorithms, Techniques, and Active Vision, Proc. SPIE Vol. 4197, 140-145.
(PDF)

Iivarinen J (2000)
Unsupervised segmentation of surface defects with simple texture measures.
In: Texture Analysis in Machine Vision, (ed. M. Pietikäinen), Series in Machine Perception and Artificial Intelligence, Vol. 40, World Scientific, 231-238.

Kyllönen J & Pietikäinen M (2000)
Visual inspection of parquet slabs by combining color and texture.
Proc. IAPR Workshop on Machine Vision Applications (MVA'00), November 28-30, Tokyo, Japan, 187-192.
(PDF)

Marzapal A, Torrens C & Grau A (2001)
Texture-based characterization of defects in automobile engine valves.
IX Simposium Nacional de Reconocimiento de Formas y Analisis de Imagenes (SNRFAI 2001), May, Castellon del la Plana, Spain, 6 p.

Niskanen M, Silvén O & Kauppinen H (2001)
Color and texture based wood inspection with non-supervised clustering.
Proc. 12th Scandinavian Conference on Image Analysis, June 11-14, Bergen, Norway, 336-342.
(PDF)

Paclik P, Duin RPW, van Kempen GMP & Kohlus R (2002)
Supervised segmentation of textures in backscatter images.
Proc. 16th International Conference on Pattern Recognition, Vol. 2, 490-493.
DOI: 10.1109/ICPR.2002.1048345

Turtinen M (2002)
Paperin karakterisointi konenäöll?(Machine vision based paper characterization).
M.Sc. thesis, Department of Electrical and Information Engineering, University of Oulu, Finland, 71 p + App.

Mäenpää T, Turtinen M & Pietikäinen M (2003)
Real-time surface inspection by texture.
Real-Time Imaging, 9(5):289-296.
(PDF), DOI: 10.1016/S1077-2014(03)00041-X

Mäenpää T, Viertola J & Pietikäinen M (2003)
Optimising colour and texture features for real-time visual inspection.
Pattern Analysis and Applications, 6(3):169-175.
(PDF), DOI: 10.1007/s10044-002-0179-1

Turtinen M, Pietikäinen M, Silvén O, Mäenpää T & Niskanen M (2003)
Paper characterisation by texture using visualisation-based training.
International Journal of Advanced Manufacturing Technology, 22(11-12):890-898.
DOI: 10.1007/s00170-003-1699-6

Turtinen M, Pietikäinen M, Silvén O, Mäenpää T & Niskanen M (2003)
Texture-based paper characterization using non-supervised clustering.
Proc. 6th International Conference on Quality Control by Artificial Vision (SPIE vol. 5132), May 19-23, Gatlinburg, Tennessee, 350-358.
(PDF)

Silvén O, Niskanen M & Kauppinen H (2003)
Wood inspection with non-supervised clustering.
Machine Vision and Applications, 13(5-6): 275-285.
(PDF), DOI: 10.1007/s00138-002-0084-z

Martin-Herrero J, Ferreiro-Arman M & Alba-Castro J.L. (2004)
A SOFM improves a real time quality assurance machine vision system
Proc. International Conference on Pattern Recognition, 2004 (ICPR 2004). 23-26 Aug. 2004, Cambridge, UK, Vol. 4, 301-304.
DOI: 10.1109/ICPR.2004.1333763

Martin-Herrero J, Ferreiro-Arman M & Alba-Castro J.L. (2004)
Grading textured surfaces with automated soft clustering in a supervised SOM
Proc. International Conference on Image Analysis and Recognition (ICIAR 2004) 29 Sep - 1 Oct 2004, Porto, Portugal, Part II, 323-330.
(Link)

Turtinen M, Pietikäinen M & Silven O (2005)
Visual characterization of paper using Isomap and local binary patterns.
Proc. IAPR Conference on Machine Vision Applications (MVA 2005), Tsukuba Science City, Japan, 210-213.
(PDF)

Turtinen M, Silven O & Pietikäinen M (2005)
Isometric feature mapping and local texture information in lumber grain analysis.
Proc. 7th International Conference on Quality Control by Artificial Vision (QCAV 2005), Nagoya, Japan, 45-50.

López F (2005)
Real-time surface inspection of ceramic tiles
Dissertation, Department of Systems Data Processing and Computers, Technical University of Valencia, Spain.
(PDF)

López F, Valiente JM, Baldrich R, Vanrell M (2005)
Fast Surface Grading Using Color Statistics in the CIE Lab Space
Proc. 2nd Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2005), Estoril, Portugal, June 7-9, Part 2. Lecture Notes in Computer Science 3523, Springer, 666-673
DOI: 10.1007/11492542_81

López F, Valiente JM & Prats JM (2005)
Surface Grading Using Soft Colour-Texture Descriptors
Proc. Progress in Pattern Recognition, Image Analysis and Applications, 10th Iberoamerican Congress on Pattern Recognition, CIARP 2005, Havana, Cuba, November 15-18. Lecture Notes in Computer Science 3773, Springer, 13-23.
DOI: 10.1007/11578079_2

Mäenpää T (2006)
Surface quality assessment with advanced texture analysis techniques
Proc. International Surface Inspection Summit (ISIS 2006), Luxembourg, 7 p.
(PDF)

Turtinen M, Pietikäinen M & Silven O (2006)
Visual characterization of paper using Isomap and local binary patterns.
IEICE Transactions on Information and Systems E89D(7):2076-2083.
(Link) DOI: 10.1093/ietisy/e89-d.7.2076

Tajeripour F, Kabir E & Sheikhi A (2008)
Fabric Defect Detection Using Modified Local Binary Patterns
EURASIP Journal on Advances in Signal Processing, Volume 2008, Article ID 783898, 12 p.
DOI: 10.1155/2008/783898

Hadizadeh H & Baradaran Shokouhi S. (2008)
Random Texture Defect Detection Using 1-D Hidden Markov Models Based on Local Binary Patterns
IEICE Transactions on Information and Systems 2008 E91-D(7):1937-1945
DOI: 10.1093/ietisy/e91-d.7.1937

Xianghua Xie (2008)
A Review of Recent Advances in Surface Defect Detection using Texture analysis
Electronic Letters on Computer Vision and Image Analysis 7(3):1-22
(Link)

Image and Video Retrieval

Tao B & Dickinson B (1996)
Image retrieval and pattern recognition.
Proc. SPIE Vol. 2916 Multimedia Storage and Archiving Systems, 130-139.

Doermann D, Sauvola J, Kauniskangas K, Shin C, Pietikäinen M & Rosenfeld A (1997)
The development of a general framework for intelligent document image retrieval.
In: Document Analysis Systems II, Series in Machine Perception and Artificial Intelligence, World Scientific, Singapore, 433-460.
(PDF)

Huijsmans DP, Lew MS & Denteneer D (1997)
Quality measures for interactive image retrieval with a performance evaluation of two 3x3 texel-based methods.
Proc. 9th International Conference on Image Analysis and Processing, (ICIAP'97), September 17-19, Florence, Italy, Vol. 2, 22-29.

Kauniskangas H, Sauvola J, Pietikäinen M & Doermann D (1997)
Content-based image retrieval using composite features.
Proc. 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland, Vol. 1, 35-42.

Zhou H, Chan SY & Kok FL (1998)
Query expansion by text and image features in image retrieval.
Journal of Visual Communication and Image Representation, 9(4):287-299.
DOI: 10.1006/jvci.1998.0398

Berman AP & Shapiro LG (1999)
A flexible image database system for content-based retrieval.
Computer Vision and Image Understanding, 75(1-2):175-195.
DOI: 10.1006/cviu.1999.0772

Lew MS (2000)
Next-generation web searches for visual content.
IEEE Computer, 33(11):46-53.
DOI: 10.1109/2.881694

Armstrong A & Jiang J (2001)
An efficient image indexing algorithm in JPEG compressed domain.
IEEE International Conference on Consumer Electronics, June 19 - 21, USA, 350-351.
DOI: 10.1109/ICCE.2001.935340

Schaefer G (2001)
JPEG compressed domain image retrieval by colour and texture.
Proc. Data Compression Conference (DCC '01), Snowbird, USA, p. 514.
(PDF)

Armstrong A & Jiang J (2002)
Direct DCT indexing using genetic algorithm concepts.
Proceedings of the 20th Eurographics UK Conference, June 11 - 13, 61-66.
DOI: 10.1109/EGUK.2002.1011273

Jiang J & Armstrong A (2002)
Data hiding approach for efficient image indexing.
Electronics Letters, 38(23):1424-1425.
DOI: 10.1049/el:20020946

Liao C-J & Chen S-Y (2002)
Complementary retrieval for distorted images.
Pattern Recognition, 35(8):1705-1722.
DOI: 10.1016/S0031-3203(01)00164-9

Ojala T, Mäenpää T, Viertola J, Kyllönen J & Pietikäinen M (2002)
Empirical evaluation of MPEG-7 texture descriptors with a large-scale experiment.
Proc. 2nd International Workshop on Texture Analysis and Synthesis, Copenhagen, Denmark, 99-102.
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Huijsmans DP and Sebe N (2003)
Content-based indexing performance: a class size normalized precision, recall, generality evaluation.
International Conference on Image Processing (ICIP 03), Barcelona, Spain, Vol. 3, 733-736.
DOI: 10.1109/ICIP.2003.1247349

Yao C-H & Chen S-Y (2003)
Retrieval of translated, rotated and scaled color textures.
Pattern Recognition, 36(4):913-929.
DOI: 10.1016/S0031-3203(02)00124-3

Haas M, Rijsdam J, Thomee B, Lew MS (2004)
Relevance feedback: perceptual learning and retrieval in bio-computing, photos, and video.
Proc. 6th ACM SIGMM international workshop on Multimedia information retrieval (MIR 04), 15-16 Oct 2004, New York, New York, USA. 151-156.
DOI: 10.1145/1026711.1026737

Jiang J, Armstrong A & Feng GC (2004)
Web-based Image Indexing and Retrieval in JPEG compressed domain.
Multimedia Systems, 9(5):424-432.
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Bui TH, Lenz R & Kruse B (2005)
Color and Texture Induced Structures of Keyword Space
Proc. 10th Congress of the International Colour Association (AIC 05), Granada, Spain, May 8-13.
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Takala V, Ahonen T & Pietikäinen M (2005)
Block-based methods for image retrieval using local binary patterns.
In: Image Analysis, SCIA 2005 Proceedings, Lecture Notes in Computer Science 3540, Springer, 882-891.
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Kohonen O & Hauta-Kasari M (2006)
Importance of the texture features in a query from a spectral image database
Spectral Imaging: Eighth International Symposium on Multispectral Color Science, Proceedings of SPIE Vol. 6062

Connah D & Finlayson GD (2006)
Using Local Binary Pattern Operators for Colour Constant Image Indexing
IS&T's Third European Conference on Color in Graphics, Imaging, and Vision (CGIV 2006), Leeds, UK, June 19-22.
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Grangier D & Bengio S (2008)
A Discriminative Kernel-Based Approach to Rank Images from Text Queries
IEEE Transactions on Pattern Analysis and Machine Intelligence 30(8): 1371-1384
DOI: 10.1109/TPAMI.2007.70791

Aerial Image Analysis, Remote Sensing

Rubio TJ, Bandera A, Urdiales C & Sandoval F (2002)
A hierarchical context-based textured image segmentation algorithm for aerial images.
Proc. 2nd International Workshop on Texture Analysis and Synthesis, Copenhagen, Denmark, 117-121.

Lucieer A, Fisher P & Stein A (2003)
Fuzzy object identification using texture-based segmentation of high-resolution DEM and remote sensing imagery of a coastal area in England.
Proc. the Second International Symposium on Spatial Data Quality 2003, March 19 - 20, Hong Kong, 3 p.
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Lucieer A, Fisher P & Stein A (2003)
Texture-based segmentation of high-resolution remotely sensed imagery for identification of fuzzy objects.
Proceedings of the 7th International Conference on GeoComputation.
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Orkhonselenge T (2004)
Texture based segmentation of remotely sensed imagery for identification of geological units
M.Sc. thesis, International Institute for Geo-information Science and Earth Observation, Enschede, The Netherlands.
(PDF)

Urdiales C, Rubio T & Sandoval F (2004)
Our world from above: texture based segmentation for landscape analysis
In: Prastacos P, Cortés U, Díaz de León JL & Murillo M (eds.): e-Environement: Progress and Challenge, Series Research on Computing Science Vol 11, Instituto Politécnico Nacional, Mexico, 392-403
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Lucieer A & Stein A (2005)
Texture-based landform segmentation of LiDAR imagery
International Journal of Applied Earth Observation and Geoinformation 6 (3-4): 261-270.
DOI: 10.1016/j.jag.2004.10.008

Lucieer A, Stein A & Fisher P (2005)
Multivariate texture-based segmentation of remotely sensed imagery for extraction of objects and their uncertainty
International Journal of Remote Sensing 26 (14):  2917-2936.
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Tobin K, Bhaduri BL, Bright EA, Cheriyadat A, Karnowski TP, Palathingal PJ, Potok TE, Price JR (2005)
Large-Scale Geospatial Indexing for Image-Based Retrieval and Analysis
Proc. International Symposium on Advances in Visual Computing (ISVC 2005), Lecture Notes in Computer Science 3804, Springer, 543-552.
DOI: 10.1007/11595755_66

Guo D, Atluri V & Adam N (2005)
Texture-Based Remote-Sensing Image Segmentation
Proc. IEEE International Conference on Multimedia and Expo (ICME 2005), 1472-1475.
DOI: 10.1109/ICME.2005.1521710

Yanqing Wang, Yuan Tian, Xianqing Tai & Lixia Shu (2006)
Extraction of Main Urban Roads from High Resolution Satellite Images by Machine Learning
Proc. 7th Asian Conference on Computer Vision (ACCV 2006) Part 1, Lecture Notes in Computer Science 3851, Springer, 236-245.
DOI: 10.1007/11612032_25

S Kluckner, G Pacher, H Grabner, H Bischof & J Bauer (2007)
A 3D Teacher for Car Detection in Aerial Images
Proc. 11th IEEE International Conference on Computer Vision (ICCV 07)
DOI: 10.1109/ICCV.2007.4408834

Grabner H, Nguyen TT, Gruber B, Bischof H (2008)
On-line boosting-based car detection from aerial images
ISPRS Journal of Photogrammetry and Remote Sensing 63(3):382-396
DOI: doi:10.1016/j.isprsjprs.2007.10.005

Environment Modeling

Hong T, Balakirsky S, Messina E, Chang T & Shneier M (2002)
A hierarchical world model for an autonomous scout vehicle.
Proceedings of the SPIE 16th Annual International Symposium on Aerospace/Defense Sensing, Simulation, and Controls, Orland, FL, April 1 - 5.
(PDF)

Garcia R, Batlle J & Cufi X (2001)
A system to evaluate the accuracy of a visual mosaicking methodology.
MTS/IEEE Conference and Exhibition OCEANS, November 5 - 8, Vol. 4, 2570-2576.
DOI: 10.1109/OCEANS.2001.968405

Leiva JM, Martinez P, Perez EJ, Urdiales C & Sandoval F (2001)
3D reconstruction of a static indoor environment by fusion of sonar and video data.
Proc. of the 9th Symposium on Intelligent Robotic Systems (SIRS 01), July 18 - 20, Toulouse, France.
(PDF)

Soriano M, Marcos S, Quibilan M, Alino P & Saloma C (2001)
Image classification of coral reef components from underwater color video.
Proc. OCEANS 2001, November 5 - 8, Honolulu, Hawaii, 1008-1013.
DOI: 10.1109/OCEANS.2001.968254

Cufi X, Garcia R & Ridao P (2002)
An approach to vision-based station keeping for an unmanned underwater vehicle.
IEEE/RJS International Conference on Intelligent Robots and System, September 30 - October 5, Vol. 1, 799-804.
DOI: 10.1109/IRDS.2002.1041488

Davidson JC & Hutchinson SA (2003)
Recognition of traversable areas for mobile robotic navigation in outdoor environments.
Proc. 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003), October 27 - 31, Vol. 1, 297-304.
(PDF)

Ali W (2006)
Tree Detection using Color, and Texture Cues for Autonomous Navigation in Forest Environment
M.Sc. thesis, Department of Computing Science, Ume?University, Sweden

Ali W, Georgsson F & Hellström T (2008)
Visual Tree Detection for Autonomous Navigation in Forest Environment
Proc. 2008 IEEE Intelligent Vehicles Symposium, Eindhoven, the Netherlands, 560-565.

Nanni L & Lumini A (2008)
Ensemble of Multiple Pedestrian Representations
IEEE Transactions on Intelligent Transportation Systems 9(2):365-369.
DOI: 10.1109/TITS.2008.922882

Biomedical Image Analysis

Kontinen J, Röning J & Mackie R (1997)
Texture features in the classification of melanocytic lesions.
Proc. 9th International Conference on Image Analysis and Processing, (ICIAP 97), September 17 - 19, Florence, Italy, Vol. 2, 453-460.

Wang P, Krishnan SM, Kugean C & Tjoa MP (2001)
Classification of endoscopic images based on texture and neural network.
Proc. of the 23rd Annual EMBS International Conference, October 25 - 28, Vol. 4, 3691-3695.
(PDF)

Nielsen B, Albregtsen F & Danielsen HE (2003)
Local binary pattern matrix - a new approach to nuclear texture analysis.
International Conference on Applied Genomics - 9th ESACP/16th ISDQP Meeting (ICAG-2003), October 1 - 4.

Pujol O, Rotger D, Radeva P, Rodriguez O & Mauri J (2003)
Near real-time plaque segmentation of IVUS.
Proc. of Computers in Cardiology, September, Thessaloniki, Greece, 30:69-73.
DOI: 10.1109/CIC.2003.1291092

Tan CSS & Schmidt B (2004)
Combining message-passing and inter-process communication for efficient parallel medical image analysis.
Applications of Digital Image Processing XXVII, Denver, CO, Proceedings of SPIE Vol. #5558.
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Pujol O, Radeva P, Vitri?J & Mauri J (2004)
Adaboost to Classify Plaque Appearance in IVUS Images
Proc. Progress in Pattern Recognition, Image Analysis and Applications: 9th Iberoamerican Congress on Pattern Recognition (CIARP 2004), 26-29 Oct 2004, Puebla, Mexico
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Pujol O & Radeva P (2005)
Supervised texture classification for intravascular tissue characterization
In: Suri JS, Wilson D, Laximinarayan S (Eds.), Handbook of Biomedical Image Analysis, Volume 2: Segmentation Models Part B, Springer
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Pujol O & Radeva P (2005)
On the assessment of texture feature descriptors in intravascular ultrasound images: A boosting approach to a feasible plaque classification
In: Suri JS, Yuan C, Wilson D, Laximinarayan S (Eds.), Plaque Imaging: Pixel to Molecular Level, IOS Press.
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Brunenberg P, Pujol O, ter Haar Romeny B & Radeva P (2006)
Automatic IVUS Segmentation of Atherosclerotic Plaque with Stop & Go Snake
Proc. Medical Image Computing and Computer-Assisted Intervention (MICCAI 2006), Lecture Notes in Computer Science 4191, Springer, 9-16
DOI: 10.1007/11866763_2

Caballero K, Barajas J, Pujol O, Savatella N & Radeva P (2006)
In-vivo IVUS Tissue Classification: a comparison between RF Signal Analysis and Reconstructed Images
Progress in Pattern Recognition, Image Analysis and Applications, 11th Iberoamerican Congress in Pattern Recognition (CIARP 2006), Lecture Notes in Computer Science 4225, Springer, 137-146
DOI: 10.1007/11892755_14

Iakovidis DK, Maroulis DE & Karkanis SA (2006)
An intelligent system for automatic detection of gastrointestinal adenomas in video endoscopy
Computers in Biology and Medicine 36(10):1084-1103
DOI: 10.1016/j.compbiomed.2005.09.008

Unay D, Ekin A, Cetin M, Jasinschi R & Ercil A (2007)
Robustness of Local Binary Patterns in Brain MR Image Analysis
Proc. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2007), 2098 - 2101.
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Oliver A, Llad?X, Freixenet J & Mart?J (2007)
False Positive Reduction in Mammographic Mass Detection Using Local Binary Patterns
Proc. Medical Image Computing and Computer-Assisted Intervention (MICCAI 2007), Brisbane, Australia, Oct 29 - Nov 2, Lecture Notes in Computer Science 4791, Springer, Vol I: 286-293
DOI: 10.1007/978-3-540-75757-3_35

Ruiz A, Sertel O, Ujaldon M, Catalyurek U, Saltz, J & Gurcan M (2007)
Pathological Image Analysis Using the GPU: Stroma Classification for Neuroblastoma
Proc. IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2007), 78-88
DOI: 10.1109/BIBM.2007.15

Iakovidis DK, Keramidas EG & Maroulis D (2008)
Fuzzy Local Binary Patterns for Ultrasound Texture Characterization
Proc. Image Analysis and Recognition, 5th International Conference (ICIAR 2008), Lecture Notes in Computer Science 5112, Springer, 750-759
DOI: 10.1007/978-3-540-69812-8_74

Keramidas EG, Iakovidis DK, Maroulis D & Dimitropoulos N (2008)
Thyroid Texture Representation via Noise Resistant Image Features
Proc. Twenty-First IEEE International Symposium on Computer-Based Medical Systems (CBMS 2008), 560-565.
DOI: 10.1109/CBMS.2008.108

Nanni L & Lumini A (2008)
A reliable method for cell phenotype image classification
Artificial Intelligence in Medicine, 43(2):87-97
DOI: 10.1016/j.artmed.2008.03.005

Unay D & Ekin A (2008)
Intensity versus texture for medical image search and retrival
Proc. 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2008), 241-244.
DOI: 10.1109/ISBI.2008.4540977

Sørensen L, Shaker SB & de Bruijne M (2008)
Texture Classification in Lung CT Using Local Binary Patterns
Proc. Medical Image Computing and Computer-Assisted Intervention (MICCAI 2008), Part I, Lecture Notes in Computer Science 5241, Springer, 934-941.
DOI: 10.1007/978-3-540-85988-8_111

Qureshi H, Sertel O, Rajpoot N, Wilson R & Gurcan MN (2008)
Adaptive Discriminant Wavelet Packet Transform and Local Binary Patterns for Meningioma Subtype Classification
Proc. Medical Image Computing and Computer-Assisted Intervention (MICCAI 2008), Part II, Lecture Notes in Computer Science 5242, Springer, 196-204.
DOI: 10.1007/978-3-540-85990-1_24

Rezatofighi SH, Roodaki A & Ahmadi Noubari H (2008)
An enhanced segmentation of blood vessels in retinal images using contourlet
Proc. Int. Conf. IEEE Engineering in Medicine and Biology Society (EMBS 2008), 3530-3533.
DOI: 10.1109/IEMBS.2008.4649967

Shu He, Soraghan JJ & O'Reilly BF (2008)
Objective grading of facial paralysis using Local Binary Patterns in video processing
Proc. Int. Conf. IEEE Engineering in Medicine and Biology Society (EMBS 2008), 4805-4808.
DOI: 10.1109/IEMBS.2008.4650288

Escalera S, Pujol O, Mauri J & Radeva P (2009)
Intravascular Ultrasound Tissue Characterization with Sub-class Error-Correcting Output Codes
Journal of Signal Processing Systems 55(1-3):35-47
DOI: 10.1007/s11265-008-0180-z

Sertel O, Kong J, Shimada H, Catalyurek UV, Saltz JH & Gurcan MN (2009)
Computer-aided prognosis of neuroblastoma on whole-slide images: Classification of stromal development
Pattern Recognition 42(6):1093-1103
DOI: 10.1016/j.patcog.2008.08.027

Savelonas MA, Iakovidis DK, Legakis I & Maroulis D (2009)
Active Contours Guided by Echogenicity and Texture for Delineation of Thyroid Nodules in Ultrasound Images
IEEE Transactions on Information Technology in Biomedicine 13(4):519-527
DOI: 10.1109/TITB.2008.2007192

Sørensen L, Shaker SB & de Bruijne M (2010)
Quantitative Analysis of Pulmonary Emphysema Using Local Binary Patterns
IEEE Transactions on Medical Imaging 29(2):559-569
DOI: 10.1109/TMI.2009.2038575

Face Analysis and Person Identification

Cohen I, Garg A & Huang TS (2000)
Vision-based overhead view person recognition.
Proc. 15th International Conference on Pattern Recognition, September 3 - 7, Vol. 1, 1119-1124.
DOI: 10.1109/ICPR.2000.905668

Ahonen T (2004)
Face recognition with local binary patterns.
M.Sc. thesis, Department of Electrical and Information Engineering, University of Oulu, Finland, 55 p.

Ahonen T, Hadid A & Pietikäinen M (2004)
Face recognition with local binary patterns.
Computer Vision, ECCV 2004 Proceedings, Lecture Notes in Computer Science 3021, Springer, 469-481.
(PDF)

Ahonen T, Pietikäinen M, Hadid A & Mäenpää T (2004)
Face recognition based on the appearance of local regions.
17th International Conference on Pattern Recognition (ICPR 2004), Cambridge, UK, 3:153-156.
(PDF), DOI: 10.1109/ICPR.2004.1334491

Feng X, Hadid A & Pietikäinen M (2004)
A coarse-to-fine classification scheme for facial expression recognition.
Image Analysis and Recognition, ICIAR 2004 Proceedings, Lecture Notes in Computer Science 3212, Springer, 2:668-675.
(PDF)

Feng X, Pietikäinen M & Hadid A (2004)
Facial expression recognition with local binary patterns and linear programming.
Proc. of the 7th International Conference on Pattern Recognition and Image Analysis: New Information Technologies (PRIA-7-2004), St. Petersburg, Russia, 666-669.
(PDF)

Hadid A, Heikkil?M, Ahonen T & Pietikäinen M (2004)
A novel approach to access control based on face recognition.
Proc. Workshop on Processing Sensory Information for Proactive Systems (PSIPS 2004), Oulu, Finland, 68-74.
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Hadid A, Pietikäinen M & Ahonen T (2004)
A discriminative feature space for detecting and recognizing faces.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), June 27 - July 2, Vol. 2, 797-804.
(PDF), DOI: 10.1109/CVPR.2004.1315246

Hongming Zhang & Debin Zhao (2004)
Spatial Histogram Features for Face Detection in Color Images.
Advances in Multimedia Information Processing - PCM 2004: 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30 - December 3, 2004. Proceedings, Part I, 377-384.
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Guangcheng Zhang, Xiangsheng Huang, Stan Z. Li, Yangsheng Wang & Xihong Wu (2004)
Boosting Local Binary Pattern (LBP)-Based Face Recognition
Proc. Advances in Biometric Person Authentication: 5th Chinese Conference on Biometric Recognition, SINOBIOMETRICS 2004, Guangzhou, China, 13-14 Dec 2004, 179-186
(Link)

Xiangsheng Huang, Stan Z. Li & Yangsheng Wang (2004)
Shape Localization Based on Statistical Method Using Extended Local Binary Pattern
Proc. Third International Conference on Image and Graphics (ICIG 04), Hong Kong, China, 18-20 Dec 2004, 184-187
DOI: 10.1109/ICIG.2004.127

Hongliang Jin, Qingshan Liu, Hanqing Lu & Xiaofeng Tong (2004)
Face Detection Using Improved LBP under Bayesian Framework
Proc. Third International Conference on Image and Graphics (ICIG 04), Hong Kong, China, 18-20 Dec 2004, 306-309
DOI: 10.1109/ICIG.2004.62

Lahdenoja O, Laiho M & Paasio A (2005)
Reducing the feature vector length in local binary pattern based face recognition.
Proc. IEEE International Conference on Image Processing (ICIP 2005), Genoa, Italy, 2:914-917
DOI: 10.1109/ICIP.2005.1530205

Shan C, Gong S & McOwan P (2005)
Robust facial expression recognition using local binary patterns.
Proc. IEEE International Conference on Image Processing (ICIP 2005), Genoa, Italy, 2:370-373
DOI: 10.1109/ICIP.2005.1530069

Feng X, Pietikäinen M & Hadid A (2005)
Facial expression recognition with local binary patterns and linear programming.
Pattern Recognition and Image Analysis 15(2) 550-552.
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Wenchao Zhang, Shiguang Shan, Hongming Zhang, Wen Gao & Xilin Chen (2005)
Multi-resolution Histograms of Local Variation Patterns (MHLVP) for Robust Face Recognition.
Proc. Audio- and Video-Based Biometric Person Authentication: 5th International Conference (AVBPA 2005), Lecture Notes in Computer Science 3546, Springer, 937-944.
DOI: 10.1007/11527923_98

Shan C, Gong S & McOwan P (2005)
Conditional mutual information based boosting for facial expression recognition
Proc. The 16th British Machine Vision Conference (BMVC 2005), Oxford, UK
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Shan C, Gong S & McOwan P (2005)
Appearance manifold of facial expression
Proc. Computer Vision in Human-Computer Interaction: ICCV 2005 Workshop on HCI, Lecture Notes in Computer Science 3766, Springer, 221-230.
DOI: 10.1007/11573425_22

Shan C, Gong S & McOwan P (2005)
Recognizing facial expressions at low resolution
Proc. IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2005), 330-335
DOI: 10.1109/AVSS.2005.1577290

Wenchao Zhang, Shiguang Shan, Wen Gao, Xilin Chen & Hongming Zhang (2005)
Local Gabor Binary Pattern Histogram Sequence (LGBPHS): A Novel Non-Statistical Model for Face Representation and Recognition
Proc. Tenth IEEE International Conference on Computer Vision (ICCV 05) Vol 1, 786-791.
DOI: 10.1109/ICCV.2005.147

Jiali Zhao, Haitao Wang, Haibing Ren & Seok-Cheol Kee (2005)
LBP Discriminant Analysis for Face Verification
IEEE Workshop on Face Recognition Grand Challenge Experiments, San Diego, CA, USA, June 25.
DOI: 10.1109/CVPR.2005.580

Hongliang Jin, Qingshan Liu, Xiaoou Tang & Hanqing Lu (2005)
Learning Local Descriptors for Face Detection
Proc. IEEE International Conference on Multimedia and Expo (ICME 2005), 928-931.
DOI: 10.1109/ICME.2005.1521576

Lianghua He, Cairong Zou, Li Zhao & Die Hu (2005)
An Enhanced LBP Feature Based on Facial Expression Recognition
Proc. 27th Annual International Conference of the Engineering in Medicine and Biology Society (IEEE-EMBS 2005), 3300-3303
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Hadid A (2005)
Learning and recognizing faces: from still images to video sequences.
Dissertation. Acta Univ Oul C 223, 119 p.
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Stan Z. Li, Rufeng Chu, Meng Ao, Lun Zhang & Ran He (2006)
Highly Accurate and Fast Face Recognition Using Near Infrared Images
Proc. Advances in Biometrics, International Conference (ICB 2006), Hong Kong, China, Lecture Notes in Computer Science 3832, Springer, 151-158
DOI: 10.1007/11608288_21

Zhenan Sun, Tieniu Tan & Xianchao Qiu (2006)
Graph Matching Iris Image Blocks with Local Binary Pattern
Proc. Advances in Biometrics, International Conference (ICB 2006), Hong Kong, China, Lecture Notes in Computer Science 3832, Springer, 366-373
DOI: 10.1007/11608288_49

Lahdenoja O, Maunu J, Laiho M & Paasio A (2006)
A Massively Parallel Algorithm for Local Binary Pattern based Face Recognition
IEEE International Symposium on Circuits and Systems (ISCAS 2006), Kos, Greece, May 21-24.
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Heusch G, Rodriguez Y & Marcel S (2006)
Local Binary Patterns as an Image Preprocessing for Face Authentication
7th International Conference on Automatic Face and Gesture Recognition (FG2006), Southampton, UK, April 10-12, 9-14.
(Link), DOI: 10.1109/FGR.2006.72

Stan Z. Li, Lun Zhang, ShengCai Liao, XiangXin Zhu, RuFeng Chu, Meng Ao & Ran He (2006)
A Near-infrared Image Based Face Recognition System
7th International Conference on Automatic Face and Gesture Recognition (FG2006), Southampton, UK, April 10-12, 455-460.
DOI: 10.1109/FGR.2006.13

Rodriguez Y, Marcel S (2006)
Face Authentication Using Adapted Local Binary Pattern Histograms
Proc. 9th European Conference on Computer Vision (ECCV 2006), Graz, Austria, May 7 - 13, Vol 4, 321-332
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Ning Sun, Wenming Zheng, Changyin Sun, Cairong Zou & Li Zhao (2006)
Gender Classification Based on Boosting Local Binary Pattern
Proc. 3rd International Symposium on Neural Networks (ISNN 2006), Chengdu, China, May 28 - June 1, Vol 2, 194-201
DOI: 10.1007/11760023_29

Hui-cheng Lian & Bao-liang Lu (2006)
Multi-view Gender Classification Using Local Binary Patterns and Support Vector Machines
Proc. 3rd International Symposium on Neural Networks (ISNN 2006), Chengdu, China, May 28 - June 1, Vol 2, 202-209
DOI: 10.1007/11760023_30

Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou & Fuyan Zhang (2006)
Face Recognition from a Single Image per Person: A Survey
Pattern Recognition 39(9):1725-1745
DOI: 10.1016/j.patcog.2006.03.013

S. Liao, W. Fan, A.C.S. Chung & D.Y. Yeung (2006)
Facial expression recognition using advanced local binary patterns, Tsallis entropies and global appearance features.
Proc. IEEE International Conference on Image Processing (ICIP 2006), 665 - 668
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Ahonen T, Hadid A & Pietikäinen M (2006)
Face description with local binary patterns: application to face recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence 28(12):2037-2041
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Marcel S, Keomany J & Rodriguez Y (2006)
Robust-to-Illumination Face Localisation using Active Shape Models and Local Binary Patterns
IDIAP Technical Report IDIAP-RR 06-47
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Shiguang Shan, Wenchao Zhang, Yu Su, Xilin Chen & Wen Gao (2006)
Ensemble of Piecewise FDA Based on Spatial Histograms of Local (Gabor) Binary Patterns for Face Recognition
Proc. 18th International Conference on Pattern Recognition (ICPR 2006), Hong Kong
DOI: 10.1109/ICPR.2006.494

Bingpeng Ma, Wenchao Zhang, Shiguang Shan, Xilin Chen & Wen Gao (2006)
Robust Head Pose Estimation Using LGBP
Proc. 18th International Conference on Pattern Recognition (ICPR 2006), Hong Kong
DOI: 10.1109/ICPR.2006.1006

Xianji Wang, Haifeng Gong, Hao Zhang, Bin Li & Zhenquan Zhuang (2006)
Palmprint Identification using Boosting Local Binary Pattern
Proc. 18th International Conference on Pattern Recognition (ICPR 2006), Hong Kong
DOI: 10.1109/ICPR.2006.912

Yong Gao & Yangsheng Wang (2006)
Boosting in Random Subspaces for Face Recognition
Proc. 18th International Conference on Pattern Recognition (ICPR 2006), Hong Kong
DOI: 10.1109/ICPR.2006.337

Tangelder JWH & Schouten BAM (2006)
Learning a Sparse Representation from Multiple Still Images for On-Line Face Recognition in an Unconstrained Environment
Proc. 18th International Conference on Pattern Recognition (ICPR 2006), Hong Kong
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Hadid A & Pietikäinen M (2006)
A Hybrid Approach to Face Detection under Unconstrained Environments
Proc. 18th International Conference on Pattern Recognition (ICPR 2006), Hong Kong
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Yonggang Huang, Yunhong Wang & Tieniu Tan (2006)
Combining Statistics of Geometrical and Correlative Features for 3D Face Recognition
Proc. The 17th British Machine Vision Conference (BMVC 2006), Edinburgh, UK
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Hadid A, Pietikäinen M & Li SZ (2006)
Boosting spatio-temporal LBP patterns for face recognition from video.
Proc. Asia-Pacific Workshop on Visual Information Processing (VIP2006), Beijing, China, 75-80.
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Stan Z. Li, RuFeng Chu, ShengCai Liao, Lun Zhang (2007)
Illumination Invariant Face Recognition Using Near-Infrared Images
IEEE Transactions on Pattern Analysis and Machine Intelligence 29(4):627-639
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Lahdenoja O, Laiho M, Maunu J & Paasio A (2007)
A Massively Parallel Face Recognition System
EURASIP Journal on Embedded Systems - Special Issue on Embedded Vision System, Volume 2007, 13 p.
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Shuicheng Yan, Huan Wang, Xiaoou Tang & Thomas S. Huang (2007)
Exploring Feature Descriptors for Face Recognition
Proc. 2007 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2007), Honolulu, Hawaii, USA
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Jingyu Cui, Fang Wen, Rong Xiao, Yuandong Tian & Xiaoou Tang (2007)
EasyAlbum: an interactive photo annotation system based on face clustering and re-ranking
Proc. SIGCHI conference on Human factors in computing systems (CHI 07), 367-376
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Poh N, Heusch G, Kittler J (2007)
On Combination of Face Authentication Experts by a Mixture of Quality Dependent Fusion Classifiers
Proc. Multiple Classifier Systems (MCS 2007), Prague, Czech Republic, May 23-25, Lecture Notes in Computer Science 4472, Springer, 344-356.
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Wolf L & Guttmann M (2007)
Artificial Complex Cells via the Tropical Semiring
Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2007).
DOI: 10.1109/CVPR.2007.383338

Zhao G & Pietikäinen M (2007)
Experiments with facial expression recognition using spatiotemporal local binary patterns.
Proc. 2007 International Conference on Multimedia and Expo (ICME 2007), Beijing, China, 1091-1094.
(Link) DOI: 10.1109/ICME.2007.4284844

Hong Yang & Yiding Wang (2007)
A LBP-based Face Recognition Method with Hamming Distance Constraint
Proc. Fourth International Conference on Image and Graphics (ICIG 2007), 645-649
DOI: 10.1109/ICIG.2007.144

Lun Zhang, Rufeng Chu, Shiming Xiang & Stan Li (2007)
Face Detection Based on Multi-Block LBP Representation
The 2nd International Conference on Biometrics (ICB 2007), Seoul, Korea, Aug 27-29, Lecture Notes in Computer Science 4642, Springer, 11-18.
DOI: 10.1007/978-3-540-74549-5_2

Xiufeng Gao, Stan Z. Li, Rong Liu & Peiren Zhang (2007)
Standardization of Face Image Sample Quality
The 2nd International Conference on Biometrics (ICB 2007), Seoul, Korea, Aug 27-29, Lecture Notes in Computer Science 4642, Springer, 242-251.
DOI: 10.1007/978-3-540-74549-5_26

Dong Yi, Rong Liu, Rufeng Chu, Rui Wang, Dong Liu & Stan Z. Li (2007)
Outdoor Face Recognition Using Enhanced Near Infrared Imaging
The 2nd International Conference on Biometrics (ICB 2007), Seoul, Korea, Aug 27-29, Lecture Notes in Computer Science 4642, Springer, 415-423.
DOI: 10.1007/978-3-540-74549-5_44

Zhiguang Yang & Haizhou Ai (2007)
Demographic Classification with Local Binary Patterns
The 2nd International Conference on Biometrics (ICB 2007), Seoul, Korea, Aug 27-29, Lecture Notes in Computer Science 4642, Springer, 464-473.
DOI: 10.1007/978-3-540-74549-5_49

Rong Liu, Xiufeng Gao, Rufeng Chu, XiangXin Zhu, Stan Li (2007)
Tracking and Recognition of Multiple Faces at Distances
The 2nd International Conference on Biometrics (ICB 2007), Seoul, Korea, Aug 27-29, Lecture Notes in Computer Science 4642, Springer, 513-522.
DOI: 10.1007/978-3-540-74549-5_54

Chan C, Kittler J & Messer K (2007)
Multi-Scale Local Binary Pattern Histograms for Face Recognition
The 2nd International Conference on Biometrics (ICB 2007), Seoul, Korea, Aug 27-29, Lecture Notes in Computer Science 4642, Springer, 809-818.
DOI: 10.1007/978-3-540-74549-5_85

Shengcai Liao & Stan Li (2007)
Learning Multi-Scale Block Local Binary Patterns for Face Recognition
The 2nd International Conference on Biometrics (ICB 2007), Seoul, Korea, Aug 27-29, Lecture Notes in Computer Science 4642, Springer, 828-837.
DOI: 10.1007/978-3-540-74549-5_87

Chan C, Kittler J & Messer K (2007)
Multispectral Local Binary Pattern Histogram for Component-based Color Face Verification
Proc. First IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2007).
DOI: 10.1109/BTAS.2007.4401951

Hadid A, Pietikäinen M, & Li SZ (2007)
Learning Personal Specific Facial Dynamics for Face Recognition from Videos
Proc. Analysis and Modeling of Faces and Gestures (AMFG 2007), Rio de Janeiro, Brazil, Oct 20, 1-15.
DOI: 10.1007/978-3-540-75690-3_1

Tan X & Triggs B (2007)
Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions
Proc. Analysis and Modeling of Faces and Gestures (AMFG 2007), Rio de Janeiro, Brazil, Oct 20, 168-182.
DOI: 10.1007/978-3-540-75690-3_13

Tan X & Triggs B (2007)
Fusing Gabor and LBP Feature Sets for Kernel-Based Face Recognition
Proc. Analysis and Modeling of Faces and Gestures (AMFG 2007), Rio de Janeiro, Brazil, Oct 20, 235-249.
DOI: 10.1007/978-3-540-75690-3_18

Deli Zhao, Zhouchen Lin & Xiaoou Tang (2007)
Contextual Distance for Data Perception
Proc. 11th IEEE International Conference on Computer Vision (ICCV 07)
DOI: 10.1109/ICCV.2007.4408854

Deli Zhao, Zhouchen Lin & Xiaoou Tang (2007)
Laplacian PCA and Its Applications
Proc. 11th IEEE International Conference on Computer Vision (ICCV 07)
DOI: 10.1109/ICCV.2007.4409096

Liao S, Chung ACS (2007)
Face Recognition by Using Elongated Local Binary Patterns with Average Maximum Distance Gradient Magnitude
Proc. 8th Asian Conference on Computer Vision (ACCV 2007), Tokyo, Japan, Nov 18-22, Part II. Lecture Notes in Computer Science 4844, Springer, 672-679.
DOI: 10.1007/978-3-540-76390-1_66

Di Huang, Yunhong Wang & Yiding Wang (2007)
A Robust Method for Near Infrared Face Recognition Based on Extended Local Binary Pattern
Proc. Advances in Visual Computing, Third International Symposium (ISVC 2007), Lake Tahoe, NV, USA, Nov 26-28. Lecture Notes in Computer Science 4842, 437-446.
DOI: 10.1007/978-3-540-76856-2_43

Jie Zou, Qiang Ji & Nagy G (2007)
A Comparative Study of Local Matching Approach for Face Recognition
IEEE Transactions on Image Processing, 16(10): 2617 - 2628
DOI: 10.1109/TIP.2007.904421

Nanni L & Lumini A (2007)
RegionBoost learning for 2D+3D based face recognition
Pattern Recognition Letters 28(15): 2063-2070
DOI: 10.1016/j.patrec.2007.06.003

Park YK & Kim JK (2007)
Fast adaptive smoothing based on LBP for robust face recognition
IEE Electronics Letters 43(24)
DOI: 10.1049/el:20071809

Hui-cheng Lian & Bao-liang Lu (2007)
Multi-view gender classification using multi-resolution local binary patterns and support vector machines
International Journal of Neural Systems 17(6): 479-487
DOI: 10.1142/S0129065707001317

Singh R, Vatsa M & Noore A (2008)
Integrated multilevel image fusion and match score fusion of visible and infrared face images for robust face recognition
Pattern Recognition 41(3): 880-893
DOI: 10.1016/j.patcog.2007.06.022

Nanni L & Lumini A (2008)
Local binary patterns for a hybrid fingerprint matcher
Pattern Recognition, in press.
DOI: 10.1016/j.patcog.2008.05.013

Ruiz-del-Solar J & Quinteros J (2008)
Illumination Compensation and Normalization in Eigenspace-based Face Recognition: A comparative study of different pre-processing approaches
Pattern Recognition Letters, in press.
DOI: 10.1016/j.patrec.2008.06.015

Zhao G & Pietikäinen M (2008)
Principal appearance and motion from boosted spatiotemporal descriptors.
Proc. First IEEE Workshop on CVPR for Human Communicative Behavior Analysis (CVPR4HB), Anchorage, Alaska, 8 p.
(Link)

Yun Fu, Liangliang Cao, Guodong Guo & Thomas S. Huang (2008)
Multiple feature fusion by subspace learning
Proc. International conference on Content-based image and video retrieval (CIVR 08), 127-134
DOI: 10.1145/1386352.1386373

Hannuksela J, Sangi P, Turtinen M & Heikkilä J (2008)
Face Tracking for Spatially Aware Mobile User Interfaces
Proc. Image and Signal Processing - 3rd International Conference (ICISP 2008), Lecture Notes in Computer Science 5099, Springer, 405-412.
DOI: 10.1007/978-3-540-69905-7_46

Gritti T, Shan C, Jeanne V & Braspenning R (2008)
Local Features based Facial Expression Recognition with Face Registration Errors
8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008)
DOI: 10.1109/AFGR.2008.4813379

Mahmoud M & el Kaliouby R (2008)
Towards Communicative Face Occlusions: Machine Detection of Hand-over-Face Gestures
8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008)

Lei Z, Liao S, He R, Pietikäinen M & Li S (2008)
Gabor Volume based Local Binary Pattern for Face Representation and Recognition
8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008)
(Link)

Yuxiao Hu, Zhihong Zeng, Lijun Yin, Xiaozhou Wei, Xi Zhou & Huang TS (2008)
Multi-view facial expression recognition
8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008)
DOI: 10.1109/AFGR.2008.4813445

Bangpeng Yao, Haizhou Ai & Shihong Lao (2008)
Logit-RankBoost with Pruning for Face Recognition
8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008)
DOI: 10.1109/AFGR.2008.4813401

Bangpeng Yao, Haizhou Ai & Shihong Lao (2008)
Person-specific Face Recognition in Unconstrained Environments: a Combination of Offline and Online Learning
8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008)
DOI: 10.1109/AFGR.2008.4813353

Ziheng Zhou, Chindaro S & Deravi F (2008)
Non-linear fusion of local matching scores for face verification
8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008)
DOI: 10.1109/AFGR.2008.4813338

Kroon B, Boughorbel S & Hanjalic, A (2008)
Accurate eye localization in low and standard definition content
8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008)
DOI: 10.1109/AFGR.2008.4813382

Ong MKG, Connie T & Teoh ABJ (2008)
Touch-less palm print biometrics: Novel design and implementation
Image and Vision Computing 26(12): 1551-1560
DOI: 10.1016/j.imavis.2008.06.010

Hadid A & Pietikäinen M (2008)
Combining motion and appearance for gender classification from video sequences.
19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL, accepted.
(Link), DOI: 10.1109/ICPR.2008.4760995

Taini M, Zhao G, Li SZ & Pietikäinen M (2008)
Facial expression recognition from near-infrared video sequences.
19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL, accepted.
(Link)

Xie S, Shan S, Chen X & Gao W (2008)
V-LGBP: Volume Based local gabor binary patterns for face representation and recognition
19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL.
DOI: 10.1109/ICPR.2008.4761374

Wang Y, Mu Z-C & Zeng H (2008)
Block-based and multi-resolution methods for ear recognition using wavelet transform and uniform local binary patterns
19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL.
DOI: 10.1109/ICPR.2008.4761854

Lu H-C, Chen H & Chen Y-W (2008)
Multilinear analysis based on image texture for face recognition
19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL.
DOI: 10.1109/ICPR.2008.4761491

Zhao S & Gao Y (2008)
Establishing point correspondence using multidirectional binary pattern for face recognition
19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL.
DOI: 10.1109/ICPR.2008.4761248

Lu H-C, Wang C & Chen Y-W (2008)
Gaze tracking by binocular vision and LBP features
19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL.
DOI: 10.1109/ICPR.2008.4761019

Vazquez HM, Reyes EG & Molleda YC (2008)
A new image division for LBP method to improve face recognition under varying lighting conditions
19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL.
DOI: 10.1109/ICPR.2008.4761175

Shan C, Gong S & McOwan P (2008)
Facial Expression Recognition Based on Local Binary Patterns: A Comprehensive Study
Image and Vision Computing, in press.
DOI: 10.1016/j.imavis.2008.08.005

Destrero A, De Mol C, Odone F & Verri A (2008)
A Regularized Framework for Feature Selection in Face Detection and Authentication
International Journal of Computer Vision, in press.
DOI: 10.1007/s11263-008-0180-2

Zhang X, Gao Y & Leung MKH (2008)
Recognizing Rotated Faces From Frontal and Side Views: An Approach Toward Effective Use of Mugshot Databases
IEEE Transactions on Information Forensics and Security 3(4):684-697
DOI: 10.1109/TIFS.2008.2004286

Taini M, Zhao G & Pietikäinen M (2009)
Weight-based facial expression recognition from near-infrared video sequences.
Proc. 16th Scandinavian Conference on Image Analysis (SCIA 2009), Oslo, Norway, accepted.
(Link)

Ahonen T & Pietikäinen M (2009)
Pixelwise local binary pattern models of faces using kernel density estimation
Proc. 3rd IAPR/IEEE International Conference on Biometrics (ICB 2009), Alghero, Italy, accepted.
(Link)

Hadid A & Pietikäinen M (2009)
Manifold learning for gender classification from face sequences.
Proc. 3rd IAPR/IEEE International Conference on Biometrics (ICB 2009), Alghero, Italy, accepted.
(Link)

Kellokumpu V, Zhao G, Li SZ & Pietikäinen M (2009)
Dynamic texture based gait recognition.
Proc. 3rd IAPR/IEEE International Conference on Biometrics (ICB 2009), Alghero, Italy, accepted.
(Link)

Hadid A & Pietikäinen M (2009)
Combining appearance and motion for face and gender recognition from videos.
Pattern Recognition, accepted.
(Link), DOI: 10.1016/j.patcog.2009.02.011

Kroon B, Maas S, Boughorbel S & Hanjalic A (2009)
Eye localization in low and standard definition content with application to face matching
Computer Vision and Image Understanding, in press.
DOI: 10.1016/j.cviu.2009.03.013

Zhao G & Pietikäinen M (2009)
Boosted multi-resolution spatiotemporal descriptors for facial expression recognition
Pattern Recognition Letters, accepted.
DOI: 10.1016/j.patrec.2009.03.018

He S, Soraghan JJ, O'Reilly BF & Xing D (2009)
Quantitative analysis of facial paralysis using local binary patterns in biomedical videos
IEEE Transactions on Biomedical Engineering 56(7):1864-1870
DOI: 10.1109/TBME.2009.2017508

Ruiz-Del-Solar J, Verschae R & Correa vM (2009)
Recognition of faces in unconstrained environments: A comparative study
Eurasip Journal on Advances in Signal Processing
DOI: 10.1155/2009/184617

3D Texture and Scene Analysis

Soriano M, Ojala T & Pietikäinen M (2000)
Robustness of local binary pattern (LBP) operators to tilt-compensated textures.
In: M. Pietikäinen, (ed.), Texture Analysis in Machine Vision, Series in Machine Perception and Artificial Intelligence, Vol. 40, World Scientific, Singapore, 89-99.

Nurmela T (2003)
3D-tekstuurien tunnistaminen Local Binary Pattern -menetelmäll?(Recognizing 3D textures with the Local Binary Pattern method).
M.Sc. thesis, Department of Electrical and Information Engineering, University of Oulu, Finland, 51 p + App.

Pietikäinen M, Nurmela T, Mäenpää T & Turtinen M (2003)
View-based recognition of 3D-textured surfaces.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), September 17 - 19, 530-535.
DOI: 10.1109/ICIAP.2003.1234104

Turtinen M & Pietikäinen M (2003)
Visual training and classification of textured scene images.
Proc. The 3rd International Workshop on Texture Analysis and Synthesis (Texture 2003), October 17, Nice, France, 101-106.
(PDF)

Pietikäinen M, Nurmela T, Mäenpää T & Turtinen M (2004)
View-based recognition of real-world textures.
Pattern Recognition, 37(2):313-323.
(PDF), DOI: 10.1016/S0031-3203(03)00231-0

Southam P & Harvey R (2005)
Towards texture classification in real scenes
Proc. The 16th British Machine Vision Conference (BMVC 2005), Oxford, UK
(Link)

Turtinen M & Pietikäinen M (2006)
Contextual analysis of textured scene images.
Proc. The 17th British Machine Vision Conference (BMVC 2006), Edinburgh, UK, 2:849-858
(PDF)

Takahiro Toyoda, Keisuke Tagami & Osamu Hasegawa (2006)
Integration of Top-down and Bottom-up Information for Image Labeling
Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 17-22 Jun, New York, NY, USA, 1:1106-1113
DOI: 10.1109/CVPR.2006.156

Motion Analysis

Garcia R, Cufi X & Batlle J (2001)
Detection of matchings in a sequence of underwater images through texture analysis.
Proc. IEEE International Conference on Image Processing, Vol. 1, 361-364.
DOI: 10.1109/ICIP.2001.959028

Garcia R, Cufi X & Carreras M (2001)
Estimating the motion of an underwater robot from a monocular image sequence.
Proc. 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems, Vol. 3, 1682-1687.
DOI: 10.1109/IROS.2001.977220

Heikkil?M (2004)
Liikkuvien objektien ilmaiseminen tekstuuriin perustuvalla menetelmäll?(Moving object detection with a texture-based method).
M.Sc. thesis, Department of Electrical and Information Engineering, University of Oulu, Finland, 55 p + App.

Heikkil?M, Pietikäinen M & Heikkil?J (2004)
A texture-based method for detecting moving objects.
Proc. the 15th British Machine Vision Conference (BMVC 2004), London, UK, 1:187-196.
(PDF)

Heikkil?M & Pietikäinen M (2006)
A texture-based method for modeling the background and detecting moving objects.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(4):657-662.
(PDF), DOI: 10.1109/TPAMI.2006.68

Takala V & Pietikäinen M (2007)
Multi-Object Tracking Using Color, Texture and Motion
Proc. Seventh IEEE International Workshop on Visual Surveillance (VS 2007), Minneapolis, USA, Jun 22
(PDF) DOI: 10.1109/CVPR.2007.383506

Yongzhong Wang, Yan Liang, Chunhui Zhao & Quan Pan (2007)
Adaptive Multi-Cue Kernel Tracking
Proc. 2007 International Conference on Multimedia and Expo (ICME 2007), Beijing, China, 1814-1817
DOI: 10.1109/ICME.2007.4285025

Min Tian, Weiwei Zhang, & Fuqiang Liu (2007)
On-Line Ensemble SVM for Robust Object Tracking
Proc. 8th Asian Conference on Computer Vision (ACCV 2007), Tokyo, Japan, Nov 18-22, Part I. Lecture Notes in Computer Science 4843, Springer, 355-364.
DOI: 10.1007/978-3-540-76386-4_33

Kellokumpu V, Zhao G & Pietikäinen M (2008)
Texture based description of movements for activity analysis.
Proc. Third International Conference on Computer Vision Theory and Applications (VISAPP 2008), Madeira, Portugal, 1:206-213.
(Link)

Kellokumpu V, Zhao G & Pietikäinen M (2008)
Human activity recognition using a dynamic texture based method.
Proc. The British Machine Vision Conference (BMVC 2008), Leeds, UK.
(Link), (PDF)

Petrovic N, Jovanov L, Pizurica A & Philips W (2008)
Object Tracking Using Naive Bayesian Classifiers
Proc. Advanced Concepts for Intelligent Vision Systems (ACIVS 2008), Lecture Notes in Computer Science 5259, Springer, 775-784.
DOI: 10.1007/978-3-540-88458-3_70

Snidaro L, Visentini I & Foresti GL (2008)
Dynamic Models for People Detection and Tracking
Proc. IEEE Conf. Advanced Video and Signal Based Surveillance (AVSS 2008), 29-35.
DOI: 10.1109/AVSS.2008.29

Miscellaneous

Nisula J (1993)
Tekstuurianalyysiohjelmiston kehittäminen Khoros-kuvankäsittely-ympäristöön (Development of texture analysis software for Khoros image processing environment).
M.Sc. thesis, University of Oulu, Finland, 65 p + App.

Pietikäinen M & Okun O (2001)
Edge-based method for text detection from complex document images.
Proc. Sixth International Conference on Document Analysis and Recognition (ICDAR 2001), September 10 - 13, 286-291.
(PDF), DOI: 10.1109/ICDAR.2001.953800

Fogarty J, Forlizzi J & Hudson SE (2001)
Aesthetic Information Collages: Generating Decorative Displays that Contain Information
The 14th Annual ACM Symposium on User Interface Software and Technology (UIST 01), 11-14 Nov 2001, Orlando, Florida, 141-150.
DOI: 10.1145/502348.502369

Paclik P, Duin RPW, van Kempen GMP & Kohlus R (2002)
On feature selection with measurement cost and grouped features.
Lecture Notes in Computer Science, Proc. of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, 461-469.
(Link)

Hadid A & Pietikäinen M (2003)
Efficient locally linear embeddings of imperfect manifolds.
In: Machine Learning and Data Mining in Pattern Recognition, MLDM 2003 Proceedings, Lecture Notes in Computer Science 2734, Springer, 188-201.
(PDF)

Jaimes A, Ruiz-del-Solar J, Verschae R, Yaksic D, Baeza-Yates R, Davis E & Castillo C (2003)
On the image content of the Chilean web.
Proceedings of the First Latin American Web Congress, November 10 - 12, 72-83.
(PDF)

Lahajnar F & Kovacic S (2003)
Rotation-invariant texture classification.
Pattern Recognition Letters, 24(9-10):1151-1161.
DOI: 10.1016/S0167-8655(02)00285-4

Levner I, Bulitko V, Li L, Lee G & Greiner R (2003)
Towards automated creation of image interpretation systems.
In: Proceedings of the 16th Australian Joint Conference on Artificial Intelligence.
(PDF)

de Ridder D, Kouropteva O, Okun O, Pietikainen M & Duin RPW (2003)
Supervised locally linear embedding.
Artificial Neural Networks and Neural Information Processing - ICAN/ICONIP 2003 Lecture Notes in Computer Science, 2714:333-341.
(PDF)

Fussenegger M, Opelt A, Pinz A & Auer P (2004)
Object recognition using segmentation for feature detection.
17th International Conference on Pattern Recognition (ICPR 2004), Cambridge, UK, 3:41-44.
DOI: 10.1109/ICPR.2004.1334464

Fraternali P, Lanzi PL, Matera M & Maurino A (2004)
On the Image Content of a Web Segment: Chile as a Case Study
Journal of Web Engineering, 3(2): 153-168.

Lafferty P & Ahmed F (2004)
Texture-based steganalysis: results for color images
Proc. SPIE Vol. 5561, Mathematics of Data/Image Coding, Compression, and Encryption VII, with Applications, 145-151.
DOI: 10.1117/12.559896

Blaschko MB, Holness G, Mattar MA, Lisin D, Utgoff PE, Hanson AR, Schultz H, Riseman EM, Sieracki ME, Balch WM & Tuppe B (2005)
Automatic In Situ Identification of Plankton
Proc. 7th IEEE Workshops on Application of Computer Vision (WACV/MOTION 05), 05 - 07 Jan 2005, Breckenridge, Colorado, Vol 1, 79-86
DOI: 10.1109/ACVMOT.2005.29

Hongming Zhang, Wen Gao, Xilin Chen & Debin Zhao (2005)
Learning informative features for spatial histogram-based object detection
Proc. IEEE International Joint Conference on Neural Networks (IJCNN 2005), 31 Jul - 4 Aug 2005, Montréal, Canada, 1806-1811.
DOI: 10.1109/IJCNN.2005.1556154

Caputo B, Hayman E & Mallikarjuna P (2005)
Class-Specific Material Categorisation
Proc. Tenth IEEE International Conference on Computer Vision (ICCV 05) Vol 2, 1597 - 1604
(Link), DOI: 10.1109/ICCV.2005.54

Clement R, Dunbabin M & Wyeth G (2005)
Toward Robust Image Detection of Crown-of-Thorns Starfish for Autonomous Population Monitoring
Proc. 2005 Australasian Conference on Robotics & Automation (ACRA 2005), Sydney, Australia, Dec 5-7.
(PDF)

Hongming Zhang, Wen Gao, Xilin Chen & Debin Zhao (2006)
Object detection using spatial histogram features
Image and Vision Computing 24(4):319-406
DOI: 10.1016/j.imavis.2005.11.010

Grabner H & Bischof H (2006)
On-line Boosting and Vision
Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 17-22 Jun, New York, NY, USA, 1:260-267
(Link), DOI: 10.1109/CVPR.2006.215

Autio I (2006)
Using natural class hierarchies in multi-class visual classification
Pattern Recognition 39(7):1290-1299
DOI: 10.1016/j.patcog.2006.01.015

Shang X & Veldhuis R (2007)
Local Absolute Binary Patterns as Image Preprocessing for Grip-Pattern Recognition in Smart Gun
Proc. First IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2007).
DOI: 10.1109/BTAS.2007.4401939

Isosalo A, Turtinen M & Pietikäinen M (2007)
Cloud characterization using local texture information.
Proc. Finnish Signal Processing Symposium (FINSIG 2007), Oulu, Finland.

Lun Zhang, Stan Z. Li, Xiaotong Yuan & Shiming Xiang(2007)
Real-time Object Classification in Video Surveillance Based on Appearance Learning
Proc. Seventh IEEE International Workshop on Visual Surveillance (VS 2007), Minneapolis, USA, Jun 22
DOI: 10.1109/CVPR.2007.383503

Zhao G, Pietikäinen M & Hadid A (2007)
Local spatiotemporal descriptors for visual recognition of spoken phrases.
Proc. 2nd International Workshop on Human-Centered Multimedia (HCM2007), Augsburg, Germany, 57-65.
(Link) DOI: 10.1145/1290128.1290138

Fenghua Jin, Lei Qin, Lu Jiang, Bin Zhu & Yang Tao (2008)
Novel separation method of black walnut meat from shell using invariant features and a supervised self-organizing map
Journal of Food Engineering 88(1):75-85.
DOI: doi:10.1016/j.jfoodeng.2008.01.022

Pengfei Xu, Rongrong Ji, Hongxun Yao, Xiaoshuai Sun, Tianqiang Liu & Xianming Liu (2008)
Text Particles Multi-band Fusion for Robust Text Detection
Proc. Image Analysis and Recognition, 5th International Conference (ICIAR 2008), Lecture Notes in Computer Science 5112, Springer, 587-596.
DOI: 10.1007/978-3-540-69812-8_58

Çeliktutan O, Sankur B & Avcibas İ (2008)
Blind Identification of Source Cell-Phone Model
IEEE Transactions on Information Forensics and Security 3(3):553-566.
DOI: 10.1109/TIFS.2008.926993

Abbo AA, Jeanne V, Ouwerkerk M, Shan C, Braspenning R, Ganesh A & Corporaal H (2008)
Mapping facial expression recognition algorithms on a low-power smart camera
Proc. Second ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC 2008).
DOI: 10.1109/ICDSC.2008.4635726

Abd-Almageed W, Agrawal M, Wontaek Seo & Doermann D (2008)
Document-zone classification using partial least squares and hybrid classifiers
19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL.
DOI: 10.1109/ICPR.2008.4761553

Nguyen TT, Binh ND & Bischof H (2008)
An active boosting-based learning framework for real-time hand detection
8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008)
DOI: 10.1109/AFGR.2008.4813315

Wonjun Kim & Changick Kim (2009)
A New Approach for Overlay Text Detection and Extraction From Complex Video Scene
IEEE Transactions on Image Processing 18(2):401-411
DOI: 10.1109/TIP.2008.200822<5/a>

Outex

Ojala T, Mäenpää T, Pietikäinen M, Viertola J, Kyllönen J & Huovinen S (2002)
Outex - New framework for empirical evaluation of texture analysis algorithms.
Proc. 16th International Conference on Pattern Recognition, Quebec, Canada, 1:701-706.
(PDF), DOI: 10.1109/ICPR.2002.1044854

Fischer B & Buhmann JM (2003)
Bagging for path-based clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence, 25(11):1411-1415
DOI: 10.1109/TPAMI.2003.1240115

Marée R, Geurts P, Piater J, & Wehenkel L (2004)
A generic approach for image classification based on decision tree ensembles and local sub-windows
Proc. 6th Asian Conference on Computer Vision, 27-30 Jan 2004, Jeju Island, Korea, 860-865.
(PDF)

Southam P & Harvey R (2004)
Compact rotation-invariant texture classification
Proc. IEEE International Conference on Image Processing (ICIP 2004), 24-27 Oct 2004, Singapore, 3033-3036.
DOI: 10.1109/ICIP.2004.1421752

Vacha P, Haindl M (2007)
Image retrieval measures based on illumination invariant textural MRF features
Proc of the 6th ACM international conference on Image and video retrieval (CIVR 2007), Amsterdam, The Netherlands, 448 - 454
DOI: 10.1145/1282280.1282346

Ghita O, Whelan PF & Ilea DE (2008)
Multi-resolution Texture Classification Based on Local Image Orientation
Proc. Image Analysis and Recognition, 5th International Conference (ICIAR 2008), Lecture Notes in Computer Science 5112, Springer, 688-696
DOI: 10.1007/978-3-540-69812-8_68

Ojansivu V & Heikkilä J (2008)
Blur Insensitive Texture Classification Using Local Phase Quantization
Proc. 3rd International Conference on Image and Signal Processing (ICISP 2008), Lecture Notes in Computer Science 5099, Springer, 236-243.
(Link), DOI: 10.1007/978-3-540-69905-7_27

Software

Stan Z. Li et al, AuthenMetric F1: A Highly Accurate and Fast Face Recognition System

Pinta: A commercial software tool for surfcace analysis

Moron/Protector: A software tool for making predictions on image content

LBP Matlab implementation

Topi Mäenpää, C++ Pattern Recognition Library

Last modified: 09.02.2010