Publications

PhD Dissertation

  • Information Weighted Consensus for Distributed Estimation in Vision Networks [pdf][ppt]

Journals

  • Distributed Multi-target Tracking and Data Association in Vision Networks, A. T. Kamal, J. H. Bappy, J. A. Farrell, A. K. Roy-Chowdhury, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016. [pdf]

  • Information Weighted Consensus Filters and their Application in Distributed Camera Networks, A. T. Kamal, J. A. Farrell, A. K. Roy-Chowdhury, IEEE Transactions on Automatic Control, Dec 2013. [pdf][ppt][Matlab Code]

  • Distributed Camera Networks: Integrated Sensing and Analysis for Wide Area Scene Understanding, B. Song, C. Ding, A. T. Kamal, J. A. Farrell, A. K. Roy-Chowdhury, Signal Processing Magazine, May 2011. [pdf]

  • Tracking and Activity Recognition Through Consensus in Distributed Camera Networks, B. Song, A. T. Kamal, C. Soto, C. Ding, J. Farrell, A. K. Roy-Chowdhury, IEEE Trans. on Image Processing, 2010. [pdf]

Conference Papers

  • Information Consensus for Distributed Multi-Target Tracking, A. T. Kamal, J. A. Farrell, A. K. Roy-Chowdhury, IEEE Conf. on Computer Vision and Pattern Recognition, 2013. [pdf][Supplementary][Matlab Code]

  • Information Weighted Consensus, A. T. Kamal, J. A. Farrell, A. K. Roy-Chowdhury, Controls and Decision Conference, 2012. [pdf][ppt][Matlab Code]

  • Consensus-based Distributed Estimation in Camera Networks, A. T. Kamal, J. A. Farrell, A. K. Roy-Chowdhury, IEEE International Conference on Image Processing 2012. [pdf][ppt]

  • A Generalized Kalman Consensus Filter for Wide Area Video Networks, A. T. Kamal, C. Ding, B. Song, J. A. Farrell, A. K. Roy-Chowdhury, Controls and Decision Conference, 2011. [pdf][ppt][Matlab Code]

  • Belief Consensus for Distributed Action Recognition, A. T. Kamal, B. Song, A. K. Roy-Chowdhury, IEEE International Conference on Image Processing 2011. [pdf][ppt]

  • Vector Field Analysis for Motion Pattern Identification in Video, N. Nayak, A. T. Kamal, A. K. Roy-Chowdhury, IEEE International Conference on Image Processing 2011. [pdf]

  • Battery Chemistry Detection Algorithm Implementable with Intelligent Systems: A Step towards the Development of a Novel Charger Applicable for Multi-Chemistry Environment, R. Islam, S. Anwar, A. T. Kamal, S. Rahman, H. Faraby, H. Imtiaz, S. Jahan, F. Tulip, Intelligent Information Technology Application, 2008. [pdf]

Book Chapters

  • An Overview of Distributed Tracking and Control in Camera Networks, A. T. Kamal, C. Ding, A. A. Morye, J. A. Farrell, A. K. Roy-Chowdhury, Springer, 2013. (In Press)

  • Videoweb dataset for multi-camera activities and non-verbal communication, G. Denina, B. Bhanu, H. Nguyen, C. Ding, A. T. Kamal, C. Ravishankar, A. K. Roy-Chowdhury, A. Ivers, B. Varda, Distributed Video Sensor Networks, 2011. [pdf]