Short Bio
Miguel Bordallo studied for a Bachelor's degree in Telecommunication Engineering at the Technical University of Madrid, Spain. He received his Master's and Doctoral degrees from the University of Oulu in 2010 and 2014 respectively. Already in 2006, he joined the Center for Machine Vision Research at the University of Oulu where he currently works as Post-Doctoral Research Scientist. Since 2007 he has been teaching the undergraduate course on DSP programming. His current research interests include image stitching, multi-frame reconstruction, multimodal mobile user interfaces, GP-GPU computing, energy efficient embedded computer vision and wearable devices. He has authored more than 25 scientific publications. He is an Associate Editor at the Journal for Real-Time Image Processing and a 2017 Nokia Bell Labs Prize finalist.

Projects

link



Publications

Journal papers

  • Bordallo López M., Hadid A., Boutellaa E., Goncalves J., Kostakos V., Hosio S.,
    "Kinship Verification from Facial Images and Videos: Human vs. Machine,"
    Machine Vision and Applications, 2018. pdf link
  • Thevenot J., Bordallo López M., Hadid A.,
    "A Survey on Computer Vision for Assistive Medical Diagnosis from Faces,"
    IEEE Journal of Biomedical and Health Informatics, September 2017. pdf link
  • Bordallo López M., Boutellaa E., Hadid A.,
    "Comments on the "Kinship Face in the Wild" Data Sets,"
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), January 2016. zip pdf link
  • Bordallo López M., Nieto A., Boutellier J., Hannuksela J., and Silvén O.
    "Evaluation of real-time LBP computing in multiple architectures,"
    Journal of Real Time Image Processing, 2014. zip pdf ppt link
  • Hietaniemi R., Bordallo López M., Hannuksela J., and Silvén O.
    "A Real-time Imaging System For Lumber Strength Prediction,"
    Forest Product Journal, 2014. pdf link
  • Bordallo López M., Hannuksela J., Silvén O. and Vehviläinen M.,
    "Interactive multi-frame reconstruction for mobile devices,"
    Multimedia Tools and Applications, 2012. doi:10.1007/s11042-012-1252-4. pdf link

Book Chapters

  • Bordallo López M.,
    "Mobile platform challenges in interactive computer vision applications,"
    Multi-Core Computer Vision and Image Processing for Intelligent Applications,
    IGI-Global, August 2016. link

Conference papers

  • Bordallo López M., del Blanco C.R.,
    "Detecting exercise-induced fatigue using thermal imaging and deep learning,"
    IEEE Int. Conf. Image Processing Theory, Tools and Applications, Montreal, Canada 2017. pdf link
  • Kaipala J., Bordallo López M., Saarakkala S., Thevenot J.,
    "Automatic Segmentation of Bone Tissue from Computed Tomography Using a Volumetric Local Binary Patterns Based Method,"
    Scandinavian Conference on Image Analysis (SCIA), Tromso, Norway, 2017. pdf link
  • Xiaoting Wu, Boutellaa E., Bordallo López M., Feng X., Hadid A.,
    "On the Usefulness of Color for Kinship Verification from Face Images,"
    IEEE International Workshop on Information Forensics and Security (WIFS), Abu Dhabi, 2016. pdf link
  • Boutellaa E., Bordallo López M., Ait-Aoudia S., Feng X., Hadid A.,
    "Kinship verification from videos using texture spatio-temporal features and deep learning,"
    IAPR International Conference on Biometrics, ICB-2016, Halmstad, Sweden, 2016. pdf link
  • Yang, R., Tong, S., Bordallo López M., Boutellaa, E., Peng, J., Feng, X., Hadid A.,
    "On Pain Assessment from Facial Videos Using Spatio-Temporal Local Descriptors,"
    IEEE Int. Conf. Image Processing Theory, Tools and Applications, Oulu, Finland, 2016. pdf
  • Bordallo López M., Nieto, A., Silvén O., Boutellier J., and López Vilarińo D.,
    "Reconfigurable computing for future vision-capable devices,"
    International Conference on Embedded Computer Systems, Samos XV, Greece, 2015. pdf link ppt
  • Álvarez Casado C. Bordallo López M., Holappa J., Pietikäinen M.,
    "Face Detection and Recognition in Smart Glasses,"
    International Symposium on Consumer Electronics, ISCE, Madrid, 2015. pdf ppt
  • Tayanov V., Granger E., Bordallo López M., Hadid A.,
    "Super-Resolution Pipeline for Fast Adjudication in Watchlist Screening,"
    IEEE Int. Conf. Image Processing Theory, Tools and Applications, Orleans, France, 2015 pdf
  • Hadid A., Ylioinas J., Bordallo López M.,
    "Face and Texture Analysis Using Local Descriptors: A Comparative Analysis,"
    IEEE Int. Conf. Image Processing Theory, Tools and Applications, Paris, France, 2014 zip pdf link
  • Bordallo López M., Hannuksela J., Silvén O. and Fan L.,
    "Head-tracking virtual 3-D display for mobile devices,"
    IEEE CVPR Workshop on Embedded Vision, Providence, RI, USA, 2012. pdf link ppt pdf
  • Bordallo López M., Niemelä K., and Silvén O.,
    "GPGPU-based surface inspection from structured white light,"
    Parallel Processing for Imaging Applications, Proc. SPIE, Electronic Imaging, 2012. pdf link ppt
  • Bordallo López M., Nykänen H., Hannuksela J., Silvén O. and Vehviläinen M.,
    "Accelerating image recognition on mobile devices using GPGPU,"
    Parallel Processing for Imaging Applications, Proc. SPIE, Volume 7872, 2011. pdf link ppt
  • Bordallo López M., Hannuksela J. and Silvén O.,
    "Mobile feature-cloud panorama construction for image recognition applications,"
    Proc. Mobiphoto, Int. Workshop on Camera Phone Sensing, Penghu, Taiwan, 2011. pdf link ppt
  • Bordallo López M., Hannuksela J., Silvén O. and Vehviläinen M.,
    "Multimodal sensing-based camera applications,"
    Multimedia on Mobile Devices, Proc. SPIE, Volume 7881, 2011. pdf link ppt
  • Bordallo López M., Hannuksela J., Silvén O. and Vehviläinen M.,
    "Graphics hardware accelerated panorama builder for mobile phones,"
    Proc. SPIE Multimedia on Mobile Devices 2009, 7256(72560D), ISBN 9780819475060, 2009. pdf link ppt
  • Silvén O., Hannuksela J., Bordallo López M., Turtinen M., Niskanen M., Boutellier J., Vehviläinen M., Tico M.,
    "New video applications on mobile communication devices,"
    Multimedia on Mobile Devices, Proceedings of the SPIE, Volume 6821, 2008. pdf link
  • Bordallo Lopez M., Boutellier J., Silvén O.,
    "Implementing mosaic stitching on mobile phones,"
    FINSIG, Finnish symposium of Signal Processing, 2007. pdf
  • Boutellier J., Bordallo Lopez M., Silvén O., Vehviläinen M., Tico M.,
    "Creating Panoramas on Mobile Phones,"
    Multimedia on Mobile Devices, Proceedings of the SPIE, Electronic Imaging, 2007. pdf

Thesis

  • Bordallo Lopez M.,
    "Designing for energy-efficient vision-based interactivity on mobile devices,"
    Doctoral Thesis, 166 p., University of Oulu, Finland, 2014. pdf link ppt ppt
  • Bordallo Lopez M.,
    "Panorama Imaging for Mobile phones,"
    Master's Thesis, 58 p., University of Oulu, Finland, 2010. pdf

Invited talks

  • Invited Seminar.
    "Interactive computer vision and face analysis in mobile devices: Challenges and opportunities"
    Invited seminar at the Northwestern Polytechnical University, Xi'an, China, 2016. ppt
  • Keynote Speaker.
    "Evaluation of real-time LBP computing in multiple architectures"
    2nd International workshop on Computer Vision with Local Binary Pattern Variants. ECCV, 2014. ppt link
  • Invited Talk.
    "GPGPU-based surface inspection from structured white light"
    Parallel Processing for Imaging Applications, Proc. SPIE, Electronic Imaging, 2012. pdf link pdf

Other Publications, Presentations & Media Appearances

  • Bordallo López M.
    "Video-based medical diagnosis: Transforming primary healthcare using face analysis,"
    Finals of the Bell Labs Prize at Nokia Bell Labs headquarters, Murray Hill, 2017
    Finals of the Oriontation 100 ideas competition at Orion Pharma, Espoo, 2018 Powerpoint
  • Bordallo López M.
    "Science Pitching Competition: Wearables for doctors,"
    Finals of the Skolar Award, at SLUSH Science Track, 2016. Video
  • "Kasvoanalyysi lääkärin avuksi (Face analysis to help doctors)"
    Kaleva Newspaper, 2016. pdf
  • Bordallo López M.
    "Designing for energy-efficient vision-based interactivity on mobile devices,"
    CSE Research Showcase, 2013. Powerpoint
  • Bordallo López M.
    "The challenge of putting vision algorithms in mobile devices,"
    CSE Research Showcase, 2014. pdf
  • Bordallo López M., Hannuksela J., Silvén O., Vehviläinen M., and Ronkainen S.
    "Towards context-sensitive GPU-assisted imaging applications,"
    Nokia Research Showcase, 2009. pdf
  • Silvén O., Turtinen M., Hannuksela J., Bordallo López M. and Niskanen M.,
    "Video analysis tools on mobile communication devices,"
    SPIE Newsroom: Electronic Imaging & Signal Processing, 2008. pdf link

Software
  • Local Binary Pattern (LBP) implementation in multiple computational platformslink
  • Binarized Statistics Image Features (BSIF) GPU implementation in MATLABlink
  • Simple Chrominance-based classification method for "Kinship Face in the wild" datasets in MATLABlink

Teaching

Current courses

  • 2017-2018 Multiprocessor programming 521288S (5 ECTS) link

Past courses

  • 2012-2015 DSP Laboratory 521280S (5 ECTS) link
  • 2009-2012 DSP Laboratory work 521485S (3.5 ECTS)
  • 2006-2009 DSP Laboratory Work 521485S (TI C67x DSK exercise)
Program Committee, Reviewer

Associate Editor: Journal of Real-time Image Processing link


Reviewer for International Journals: Pattern Recognition Letters, Multimedia Tools and Applications, Machine Vision and Applications, Neural Computing and Applications, SPIE Optical Engineering, Mobile Information Systems, EURASIP Journal of Image and Video Processing, Optics and Lasers in Engineering, Nondestructive Testing and Evaluation, Sensors, The Journal of Signal Processing Systems


Program Committee at Conferences and Workshops: BMVC, ICPR, BTAS, Face and Gesture, SAMOS, SCIA, IPTA, ICIP, EUSIPCO, SITIS, CGVIS, ICIIP, ICIEV, IAPR, WOSSPA, ICACCI, BIS, VisionNet, SMUE workshop (SITIS), Mobiphoto workshop (INSS), LBP-Workshop (ACCV, ECCV), SoftBiometrics Workshop (ECCV)


Contact

Office: TS301


Address:

Center for Machine Vision and Signal Analysis
Faculty of Information Technology and Electrical Engineering
P.O. Box 4500
90014 University of Oulu
Finland


Tel. +358 294 482523
Fax. +358 8 553 2612
email: miguel.bordallo[@AT]oulu.fi