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Cognitive Computing Laboratory

Book Chapter Contributions

  1. Xiaoxia Sun, Amirsina Torfi, and Nasser Nasrabadi, “Deep Siamese Convolutional Neural Networks for Identical Twins and look-alike Identification”, Deep Learning in Biometrics, Mayank Vatsa, Richa Singh and Angshul Majumdar (editors), CRC Press, 2018.
  2. Soheil Bahrampour, Nasser M. Nasrabadi, and Asok Ray, “ Sparse Representation for Time-Series Classification”, in Pattern Recognition: From Classical to Modern Approaches, S. K. Pal and A. Pal (Eds.), World Scientific, 2015.
  3. Yi Chen, Nasser M. Nasrabadi, Trac D. Tran, “ Sparse Representation for Target Detection and Classification in Hyperspectral Imagery ”, in Signal and Image Processing for Remote Sensing 2 ,” Chi Chen, Editor, Taylor and Francis Books,2011
  4. Nasser M. Nasrabadi, “Target detection with Kernels,” in Kernel Methods for Remote Sensing Data Analysis, edited by G. Camps-Valls and L. Bruzzone. ISBN: 978-0-470-72211-4, hardcover, 434 pages, Wiley & Sons, December 2009
  5. Maria Tates, Nasser Nasrabadi and Heesung Kwon, “ Change detection methods for location of mines in SAR imagery,” in Signal and Image Processing for Remote Sensing,” Chi Chen, Editor, Taylor and Francis Books, June 2006.
  6. Heesung Kwon, and Nasser M. Nasrabadi,“ Hyperspectral Target Detection based on Kernels,” in Optical Imaging, Photonics, Sensors, and Systems for Homeland Security, edited by Bahram Javidi, Springer-Verlag, 2007.
  7. Heesung Kwon and Nasser M. Nasrabadi, “ Kernel-Based Nonlinear Subspace Target Detection for Hyperspectral Imagery ” in Physics of Automatic Target Recognition , edited by Firooz Sajdadi and Bahram Javidi, Springer-Verlag, 2007.
  8. Lipchen Alex Chan, Sandor Z. Der, and Nasser M. Nasrabadi, “ Multi-Stage Infrared Target Detection ,” Encyclopedia of Optical Engineering , Ronald G. Driggers, Editor, Marcel-Dekker: New York, 2002.
  9. Heesung Kwon, Sandor Z. Der, and Nasser M. Nasrabadi, “ ICA-based Feature Extraction and Target Detection for Hyperspectral Imagery ,” Computer Vision Beyond the Visible Spectrum , edited by Ioannis Pavlisdis and Bir Bhanu, Springer-Verlag, 2002
  10. Lipchen Alex Chan, Sandor Z. Der, and Nasser M. Nasrabadi, “ Analysis of Dualband FLIR Imagery for Automatic Target Detection ,” Smart Imaging Systems , Bahram Javidi, Editor, SPIE PRESS Vol. PM91, 2001.
  11. Lipchen Alex Chan, Sandor Z. Der, and Nasser M. Nasrabadi, “ Neural-Based Target Detectors For Multiband Infrared Imagery ,” Image Recognition and Classification: Algorithms, Systems and Applications , Bahram Javidi, Editor, ISBN:0-8247-0783-4, Marcel-Dekker Inc. 270 Madison Avenue, New York, NY 10016, year 2002.
  12. Heesung Kwon, Sandor Z. Der, and Nasser M. Nasrabadi, “ Adaptive segmentation techniques for hyperspectral images ,” Lecture Notes in Pattern Recognition edited by Sankar K. Pal and Amita Pal, World Scientific Publishing Co., 2001.
  13. Lipchen Alex Chan, Sandor Der, and Nasser M. Nasrabadi, Analysis of Dualband FLIR Imagery for Automatic target Detection , SPIE Press, included in SMART IMAGING SYSTEMS , B. Javidi (ed.), SPIE Press, Bellingham, Washington, 2000.
  14. Nasrabadi, N. M., Der, S., Wang, L-C., Rizvi, S., and Chen, A., The Use of Artificial Neural Networks for Automatic Target Recognition , included in SOFT-COMPUTING AND IMAGE PROCESSING , Ashish Ghosh, M. K. Kundu (ed.s), Springer-Verlag, 1999.
  15. Nasrabadi, N. M., Der, S., Wang, Applications of Neural Networks for Automatic Target Recognition, included in THE HANDBOOK OF APPLIED COMPUTATIONAL INTELLIGENCE , Mary Lou Padgett, Nicolaos B. Karayiannis, and Lotfi A. Zadeh (ed.s), A CRC Press, Inc. 1999.
  16. Nasrabadi, N. M., M. Venkatraman, H. Kwon, Video Compression Using Vector Quantization ,included in VISUAL COMMUNICATION AND IMAGE PROCESSING , Chang Wen Chen and Ya-Qin Zhang (ed.s), Marcel Dekker, Inc. 1998.
  17.  Nasrabadi, N. M., C. Y. Choo, T. Harries and J. Smallcomb, Hierarchical Block Truncation Coding of Digital HDTV Images , included in IMAGE COMPRESSION: Block Truncation Coding , Belur V. Dasarathy (ed.) IEEE CS Press, 1994.
  18. Li, W. and N. M. Nasrabadi, Invariant Object Recognition  Based on a Neural Network of Cascaded RCE Nets , included in Advances in Pattern Recognition Systems Using Neural Network Technologies , I. Guyon and P. Wang (ed.s) World Scientific Publishing Co. 1993.
  19. Nasrabadi, N.M. and R. A. King, Image Coding Using Vector Quantization: A Review, included in DIGITAL IMAGE PROCESSING , Rama Chellappa (ed.) IEEE Computer Society Press, 1992.
  20. Nasrabadi, N.M. and R. A. King, Image Coding Using Vector Quantization: A Review, included in VISUAL COMMUNICATION: TECHNOLOGY AND APPLICATIONS , T.R. Hsing and A.G. Tescher (ed.s), SPIE Press, Bellingham, Washington, 1990.
  21. Nasrabadi, N.M. and R. A. King, Image Coding Using Vector Quantization: A Review, included in VECTOR QUANTIZATION , Huseyin Abut (ed.), IEEE Press, New York, 1990.