Publications

Some Statistics: According to Google Scholar (May 2012):

My h-index=16 & number of citations =1960

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Books

  1. Pietikäinen M, Hadid A, Zhao G, Ahonen T, Computer Vision Using Local Binary Patterns, Springer, 2011
lbpbook

Book chapters

  1. Martinkauppi B, Hadid A & Pietikäinen M (2011)
    Skin color in face analysis. In: Handbook of Face Recognition, 2nd ed. (Eds. S.Z. Li & A.K. Jain), Springer-Verlag
  2. Kämäräinen J, Hadid A & Pietikäinen M (2011), Facial feature representation. In: Handbook of Face Recognition, 2nd ed. (Eds. S.Z. Li & A.K. Jain), Springer-Verlag,
  3. Hadid A & Pietikäinen M (2009), Local Feature Filters: Gabor Filter and Local Binary Pattern, In: Stan Z. Li (ed). Encyclopedia of Biometric Recognition. Springer, 2009.
  5. Martinkauppi B, Hadid A & Pietikäinen M (2006), Color cue in facial image analysis., In: R. Lukac & K. Plataniotis (eds) Color Image Processing: Methods and Applications, CRC Press, CRC Press, 285-308.

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Journal articles

  1. Hadid et al. Biometrics under Spoofing Attacks, Threats, Countermeasures and Challenges, Under review
  2. P Tresadern, C McCool, N Poh, P Matejka, A. Hadid, T Cootes, S Marcel. Mobile Biometrics (MoBio): Joint Face and Voice Verification for a Mobile Platform,, Under review
  3. Chris McCool, Sebastien Marcel, Abdenour Hadid, Matti Pietikainen, Pavel Matejka, Jan Cernocky, Norman Poh, Joseph Kittler, Anthony Larcher, Christophe Levy, Driss Matrouf, Jean-Francois Bonastre, Phil Tresadern, and Timothy Cootes, The Mobile Biometry (MOBIO) Database and Authentication Protocol Under review.
  4. Hadid A & Pietikäinen M (2012), Demographic Classification from Videos Using Manifold Learning. Neurocomputing Journal. Accepted.
  5. Hadid A , Jean-Luc Dugelay, Matti Pietikäinen (2011), On the Use of Behavioral Features in Face Biometrics: Recent Advance and Challenges. 2011.
  6. Masashi Nishiyama, Hadid A , Hidenori Takeshima, Jamie Shotton, Tatsuo Kozakaya, Osamu Yamaguchi (2010), Facial Deblur Inference using Subspace Analysis for Recognition of Blurred Faces, IEEE Transactions on Pattern Analysis and Machine Intelligence. 33(4):838-845.
  7. Hadid A & Pietikäinen M (2009), Combining Appearance and Motion for Face and Gender Recognition From Videos. Pattern Recognition. 42(11):2818-2827
  8. 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.
  9. Hadid A & Pietikäinen M (2005), An experimental investigation about the integration of facial dynamics in video-based face recognition. Electronic Letters on Computer Vision and Image Analysis (ELCVIA) 5(1):1-13.
  10. Feng X, Pietikäinen M & Hadid A (2005), Facial expression recognition with local binary patterns and linear programming. Pattern Recognition and Image Analysis 15(2) 546-548.

International conference papers

  1. Hadid A (2011) Analyzing Facial Behavioral Features from Videos, The International Workshop on Human Behavior Understanding, in conjunction with International Joint Conference on Ambient Intelligence. Accepted.
  2. Määttä J, Hadid A & Pietikäinen M (2011) Face spoofing detection from single images using micro-texture analysis. Proc. International Joint Conference on Biometrics (IJCB 2011), Washington, D.C., USA, accepted.
  3. Juha Ylioinas, Abdenour Hadid, Matti Pietikäinen (2011) Combining contrast and local binary pattrens for gender classification. 17th Scandinavian Conference on Image Analysis. 2011
  4. Rui Min, Abdenour Hadid, Jean-Luc Dugelay (2011) Improving the Recognition of Faces Occluded by Facial Accessories. The Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), accepted.
  5. Hadid A (2010), Image and video descriptors. IEEE Proc. International Conference on Image, Processing Theory, Tools and Applications, Paris, France, pp:11-12 (tutorial presentation).
  6. Hadid A, Nishiyama M & Sato Y (2010), Recognition of blurred faces via facial deblurring combined with blur-tolerant descriptors. Proc. 20th International Conference on Pattern Recognition (ICPR 2010), Istanbul, Turkey, accepted.
  7. Hadid A & Pietikäinen M (2009), Manifold learning for video-to-video face recognition. Proc. International Conference on Biometric ID Management and Multimodal Communication (BioID_MultiComm '09).
  8. 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.
  9. Hadid A (2008) The local binary pattern approach and its applications to face analysis. IEEE Proc. International Workshops on Image Processing Theory, Tools & Applications, Sousse, Tunisia, 28-36
  10. Hadid A & Pietikäinen M (2008) Combining motion and appearance for gender classification from video sequences. Proc. 19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL, In press.
  11. 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
  12. Hadid A, Pietikäinen M & Li SZ (2007), Learning personal specific facial dynamics for face recognition from videos. Proc. 2007 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2007), Rio de Janeiro, Brazil.
  13. Hadid A, Heikkilä J. Y., Silven O & Pietikäinen M (2007) Face and eye detection for person authentication in mobile phones. First ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC-07), Vienna, Austria.
  14. Hadid A, Pietikäinen M & Li SZ (2006), Boosting spatio-temporal LBP patterns for face recognition from video. Asia-Pacific Workshop on Visual Information Processing (VIP2006), Beijing, China, 75-80.
  15. 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, 1: 4 p.
  16. Feng X, Cui J, Pietikäinen M & Hadid A (2005), Real time facial expression recognition using local binary patterns and linear programming. In: Advances in Artificial Intelligence, MICAI 2005 Proceedings, Lecture Notes in Computer Science 3789, 328-336.
  17. Feng X, Pietikäinen M, Hadid A & Xie H (2005), A novel real time system for facial expression recognition. In: Affective Computing and Intelligent Interaction, ACII 2005 Proceedings, Lecture Notes in Computer Science 3784, 248-256.
  18. Pietikäinen M & Hadid A (2005) Texture features in facial image analysis. In: Advances in Biometric Person Authentication, IWBRS 2005 Proceedings, Lecture Notes in Computer Science 3781, 1-8.
  19. Hadid A, Pietikäinen M & Ahonen T (2004), A discriminative feature space for detecting and recognizing faces. Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2004), Washington, D.C., 2:797-804
  20. Hadid A & Pietikäinen M (2004), From still image to video-based face recognition: an experimental analysis. Proc. of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), May 17-19, Seoul, Korea, 813-818.
  21. Hadid A & Pietikäinen M (2004) Selecting models from videos for appearance-based face recognition. Proc. 17th International Conference on Pattern Recognition (ICPR 2004), Cambridge, UK, 1:304-308.
  22. Hadid A, Heikkilä 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.
  23. 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.
  24. Ahonen T, Pietikäinen M, Hadid A & Mäenpää T (2004) Face recognition based on the appearance of local regions. Proc. 17th International Conference on Pattern Recognition (ICPR 2004), Cambridge, UK, 3:153-156.
  25. 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.
  26. 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.
  27. 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.
  28. Hadid A, Kouropteva O & Pietikäinen M (2002) Unsupervised learning using locally linear embedding: experiments in face pose analysis. Proc. 16th International Conference on Pattern Recognition, August 11-15, Quebec City, Canada, 1:111-114.
  29. Hadid A, Pietikäinen M & Martinkauppi B (2002) Color-based face detection using skin locus model and hierarchical filtering. Proc. 16th International Conference on Pattern Recognition, August 11-15, Quebec City, Canada, 4:196-200
  30. Sehad A, Hocini H, Hadid A, Djeddi M, Ameur M (2000) Face Recognition under Varying Views. IEEE International workshop on biologically motivated computer Vision BMCV 2000, LNCS 1811, pp258-267-May 15~17, 2000 Seoul, Korea
  31. Sehad A, Hadid A ,Hocini H, Djeddi M, Ameur M (2000) Face Recognition Using Neural Networks and Eigenfaces 15th International Conference on Computers and Their Applications, CATA-2000, PP: 253-257, New Orleans, Louisiana USA, March 29-31, 2000.

Technical Reports

  1. Hadid A (2006), Recent Progess in Face Detection. Technical Report, PersonID, Number PersonID-2005-001
  2. Kouropteva O, Okun O, Hadid A, Soriano M, Marcos S & Pietikäinen M (2002)
    Beyond Locally Linear Embedding algorithm. Technical Report MVG-01-2002, Machine Vision Group, University of Oulu, 49 p

Monographs

  1. 2005: Learning and recognizing faces: from still images to video sequences. Dissertation. Acta Univ Oul C 223, 119 p.
  2. 1997: Face Recognition using Eigenfaces and Neural Networks Engineer Thesis, National Institute of Informatics, INI, Algiers, Algeria

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(c) Copyright 2010 Abdenour Hadid.