A current record of citations to my work is available at my Google Scholar profile.

Journal Articles

  1. K. Smith, Y. Li, F. Ficcinini, G. Csucs, A. Bevilacqua, and P. Horvath
    CIDRE: An Illumination Correction Method for Optical Microscopy, Nature Methods, Published online 16 March 2015, doi:10.1038/NMETH.3323
  2. A. Lucchi, P. Marquez Neila, C. Becker, Y. Li, K. Smith, G. Knott, and P. Fua
    Learning Structured Models for Segmentation of 2D and 3D Imagery. IEEE Transactions on Medical Image Processing (TMI), Volume PP, No. 99, 2014 doi:10.1109/TMI.2014.2376274
  3. K. Smith and P. Horvath
    Active Learning Strategies for Phenotypic Profiling of High-Content Screens, Journal of Biomolecular Screening, Volume 19 Issue 5 June 2014 pp. 685 - 695, 2014 doi:10.1177/1087057114527313
  4. R. Achanta, A. Shaji, K. Smith, A. Lucchi, P. Fua, and S. Susstrunk
    SLIC Superpixels Compared to State-of-the-art Superpixel Methods, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Volume 34, No. 11, Pages 2274-2281, 2012
  5. K. Smith, A. Lucchi, R. Achanta, G. Knott, and P. Fua
    Supervoxel-Based Segmentation of Mitochondria in EM Image Stacks with Learned Shape Features, IEEE Transactions on Medical Imaging (TMI), Volume 31, Issue 2, Pages 474-486, 2012.
  6. K. Smith, S. Ba, D. Gatica-Perez, and J.M. Odobez,
    Tracking the Visual Focus of Attention for a Varying Number of Wandering People, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Volume 30, No 7, July 2008
  7. K. Smith, D. Sandin, T. Huang, J. Eliason, and G. Baum,
    Real-Time 3D Hand Tracking in a Virtual Environment, Society of Photo-Optical Instrumentation Engineers/Society for Imaging Science and Technology (SPIE/IS&T), vol. 5006, pp. 529-543, 2003

Conference Papers

  1. G. Gonzalez, L. Fusco, F. Benmansour, P. Fua, O. Pertz, and K. Smith,
    Automated Quantification of Morphodynamics for High-Throughput Live Cell Time-Lapse Datasets, International Symposium on Biomedical Imaging (ISBI), San Francisco, CA, April 2013
  2. F. Piccinini A. Bevilacqua, K. Smith, P. Horvath,
    Vignetting and Photo-Bleaching Correction in Automated Fluorescence from an Array of Overlapping Images, International Symposium on Biomedical Imaging (ISBI), San Francisco, CA, April 2013
  3. A. Lucchi, Y. Li, K. Smith, and P. Fua,
    Structured Image Segmentation using Kernelized Features, European Conference on Computer Vision (ECCV), Firenze, Italy, October 2012
  4. A. Lucchi, Y. Li, K. Smith, X. Boix, and P. Fua,
    Are Spatial and Global Constraints Really Necessary for Segmentation?, International Conference on Computer Vision (ICCV), Barcelona, Spain, November 2011
  5. A. Lucchi, K. Smith, R. Achanta, V. Lepetit, and P. Fua
    A Fully Automated Approach to Segmentation of Irregularly Shaped Cellular Structures in EM Images, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Beijing, China, September 2010 [demo]
  6. K. Smith, A. Carleton, and V. Lepetit,
    Fast Ray Features for Learning Irregular Shapes, International Conference on Computer Vision (ICCV), Kyoto, Japan, September 2009
  7. K. Smith, A. Carleton, and V. Lepetit,
    General Constraints for Batch Multiple-Target Tracking Applied to Large-Scale Videomicroscopy, Computer Vision and Pattern Recognition (CVPR), Anchorage, AK, June 2008 [demo]
  8. K. Smith, S. Ba, D. Gatica-Perez, and J.M. Odobez,
    Tracking the Multiple-Person Wandering Visual Focus of Attention, International Conference on Multimodal Interfaces (ICMI), Banff, Canada, November 2-4 2006
  9. K. Smith, P. Quelhas, D. Gatica-Perez,
    Detecting Abandoned Luggage Items in a Public Space, Performance Evaluation of Tracking and Surveillance (PETS) Workshop at CVPR, New York, NY, June 18 2006
  10. K. Smith, S. Schreiber, I. Potucek, V. Beran, G. Rigoll, and D. Gatica-Perez,
    Multi-Person Tracking in Meetings: A Comparative Study, Multimodal Interaction and Related Machine Learning Algorithms (MLMI), Washington DC, May 1-3 2006
  11. M. Al-Hames et. al,
    Audio-Visual Processing in Meetings: Seven Questions and Current AMI Answers, Multimodal Interaction and Related Machine Learning Algorithms (MLMI), Washington DC, May 1-3 2006
  12. K. Smith, S. Schreiber, I. Potucek, V. Beran, G. Rigoll, and D. Gatica-Perez ,
    2D Multi-Person Tracking: A Comparative Study in AMI Meetings, Classification of Events, Activities, and Relationships (CLEAR), Southampton, UK, April 6-7 2006 (note: invited paper, same work as in [4])
  13. K. Smith, D. Gatica-Perez, and J.M. Odobez,
    Using Particles to Track Varying Numbers of Objects, Computer Vision and Pattern Recognition (CVPR), San Diego, CA, June 2005
  14. K. Smith, S. Ba, D. Gatica-Perez, and J.M. Odobez,
    Evaluating Multi-Object Tracking, Workshop on Empirical Evaluation Methods in Computer Vision (EEMCV) at CVPR, San Diego, CA, June 2005
  15. D. Gatica-Perez, J.M. Odobez, S. Ba, K. Smith, and G. Lathoud,
    Tracking People in Meetings with Particles, The International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), Montreux, Apr. 11-12, 2005
  16. K. Smith and D. Gatica-Perez,
    Order Matters: A Distributed Sampling Method for Multiple-Object Tracking, Proc. British Machine Vision Conference (BMVC), London, Sept 7-9, 2004

PhD Thesis

  1. K. Smith,
    Bayesian Methods for Multi-Object Tracking with Applications to Human Activity Recognition, Thèse EPFL, number 3745, 2007. Advisors: Herve Bourlard, Daniel Gatica-Perez.
    (nominated for best PhD thesis award, 2008)

Technical Reports

  1. G. Gonzalez, F. Ludovico, O. Pertz, and K. Smith,
    Automated Quantification of Morphodynamics for High-Throughput Live Cell Imaging Datasets, EPFL Technical Report, 166286, 2011
  2. K. Smith, A. Lucchi, R. Achanta, V. Lepetit, and P. Fua,
    Supervoxel-Based Segmentation of EM Image Stacks with Learned Shape Features, EPFL Technical Report, 161954
  3. R. Achanta, A. Shaji, K. Smith, A. Luchhi, P. Fua, and S. Susstrunk,
    SLIC Superpixels, EPFL Technical Report 149300, June 2010
  4. K. Smith,
    Reversible-Jump Markov Chain Monte Carlo Multi-Object Tracking Tutorial, IDIAP Technical Report, October 2006
kevin smith

Kevin Smith
Assistant Professor
School of Computer Science and Communication

Email: ksmith (at) kth.se

Address:
Science for Life Laboratory
KTH Royal Institute of Technology
School of Computer Science and Communication
Box 1031
SE-17121 Solna
Sweden

Phone:+46 8 790 64 37

 
Valid HTML 4.01 Strict