Representative papers:
[] Ozge C. Ozcanli, Yi Dong, Joseph L. Mundy, Helen Webb, Riad I. Hammoud, Victor Tom,
Automatic Geolocation Correction of Satellite Imagery,
International Journal of Computer Vision (IJCV), July 2015
[] Riad I. Hammoud, Cem S Sahin, Erik P Blasch, Bradley J Rhodes, Tao Wang,
Automatic association of chats and video tracks for activity learning and recognition in aerial video surveillance,
Sensors, Special Issue on Tracking in FLIR imagery, 2014 22;14(10):19843-60
[] Ozge C. Ozcanli, Yi Dong, Joseph L. Mundy, Helen Webb, Riad I. Hammoud, Victor Tom,
A Comparison of Stereo and Multiview 3-D Reconstruction Using Cross-Sensor Satellite Imagery,
IEEE Computer Vision and Pattern Recognition (CVPR) WS, 2015
[] Tedrake, R.; Fallon, M.; Karumanchi, S.; Kuindersma, S.; Antone, M.; Schneider, T.; Howard, T.; Walter, M.; Dai, H.; Deits, R.; Fleder, M.; Fourie, D.; Hammoud, R.; Hemachandra, S.; Ilardi, P.; Perez-d'arpino, C.; Pillai, S.; Valenzuela, A.; Cantu, C.; Dolan, C.; Evans, I.; Jorgensen, S.; Kristeller, J.; Shah, J. A.; Iagnemma, K.; Teller, S.
A summary of team MIT's approach to the virtual robotics challenge
IEEE International Conference on Robotics and Automation (ICRA), 2014
IEEE Press, 2014. p. 2087-2087.
[] E. Moustafa, Riad I. Hammoud, Aly Farag,
Face Recognition Based on Local Descriptors of Facial Features in Low Resolution Thermal Images,
Computer Vision and Image Understanding (CVIU) Journal,
Volume 117, Issue 12, Pages 1689-1694, 2014
[] Riad I. Hammoud, Kuzdeba, S.A., Berard, B. et al.
Overhead-Based Image and Video Geo-localization Framework,
IEEE Computer Vision and Pattern Recognition (CVPR) WS, 2013
[] Erik Blasch, James Nagy, Alex Aved, William M. Pottenger, Michael Schneider, Riad I. Hammoud, Eric K. Jones, Arslan Basharat, Anthony Hoogs, Genshe Chen, Dan Shen, and Haibin Ling,
Context aided Video-to-Text Information Fusion,
17th International Conference on Information Fusion, July 2014
[] Tao Wang, Riad I. Hammoud, Zhigang Zhu,
Ground-Based Activity Recognition at Distance and behind Wall,
IEEE Computer Vision and Pattern Recognition (CVPR) WS, 2014
[] E. P. Blasch, S. K. Rogers, H. Holloway, J. Tierno, E. K. Jones, Riad I. Hammoud,
“QuEST for Information Fusion in Multimedia Reports,”
International Journal of Monitoring and Surveillance Technologies Research (IJMSTR),
Vol. 2 (3), pp. 1-30, Sept. 2014
[] T. Wang, Z. Zhu, and Riad I. Hammoud,
Boosting Based Feature Selection for Multimodal Moving Vehicle Classification ,
9th IEEE Workshop on Perception Beyond the Visible Spectrum (PBVS),
in conjunction with CVPR 2013, Portland, Oregon, 2013
[] Ognjen Arandjelović, Riad I. Hammoud and Robert Cipolla,
Thermal and Reflectance Based Personal Identification Methodology under Variable Illumination,
Pattern Recognition Journal
Volume 43, Issue 5, May 2010, Pages 1801-1813
[] Riad I. Hammoud, G. Witt, R. Dufour, A. Wilhelm, T. Newman,
On Driver Eye Closure Recognition for Commercial Vehicles,
SAE Int'l Journal of Commercial Vehicles Vol. 1, No. 1, Pages: 454-463, April 2009
[] Nizar Bouguila, Riad Hammoud,
Color Texture Classification by a Discrete Statistical Model and Feature Selection,
IEEE International Conference on Image Processing, Cairo, Egypt, Nov 7-10, 2009
[] A. Leykin and Riad I. Hammoud, Pedestrian Tracking by Fusion of Thermal-Visible Surveillance,
in Machine Vision and Applications (MVA) Journal,
DOI: 10.1007/s00138-008-0176-5, Published online: 11 November 2008.
[] Gustavo Olague, Riad I. Hammoud, Leonardo Trujillo, Benjamin Hernandez, Eva Romero,
Facial Expression Recognition Beyond The Human Visual Spectrum,
in Augmented Vision Perception in Infrared, Springer-Verlag, January 2009.
[] Riad I. Hammoud, M. R. Smith, R. Dufour, D. Bakowski, G. Witt,
Driver Distraction Monitoring and Adaptive Safety Warning Systems,
Proceedings of SAE Commercial Vehicles Engineering Congress and Exhibition, Chicago, IL, USA, Oct 9, 2008.
[] Takehiko Ohno and Riad I. Hammoud,
Gaze based interaction,
in Passive Eye Monitoring book, Springer-Verlag, Pages: 181-193, 2008.
[] O. Arandjelovic, Riad I. Hammoud and R. Cipolla,
On Person Authentication by Fusing Visual and Thermal Face Biometrics,
Proceedings of the IEEE International Conference on Video and Signal Based Surveillance (AVSS'06),
D.O. Identifier 10.1109/AVSS.2006.86, Page(s):50 - 56, November 2006.
[] Riad I. Hammoud, G. Witt, R. Dufour, A. Wilhelm, T. Newman,
On Driver Eye Closure Recognition for Commercial Vehicles,
Proceedings of SAE Commercial Vehicles Engineering Congress and Exhibition, Chicago, IL, USA, Oct 8, 2008.
[] D. W. Hansen and Riad I. Hammoud, An improved likelihood model for eye tracking,
Journal of Computer Vision and Image Understanding (CVIU), Volume 106, Numbers 2-3, Pages: 220--230, 2007.
[] Riad I. Hammoud,
Introduction to Interactive Video,
in Interactive Video, Springer-Verlag, Pages: 3--24, 2006.
[] Nizar Bouguila and Riad I. Hammoud and Djemel Ziou,
advanced offline statistical modeling of eye and non-eye patterns,
in Passive Eye Monitoring book, Springer-Verlag, Pages: 55-81, 2008.
[] Nizar Bouguila and Riad I. Hammoud and Djemel Ziou,
Pattern Analysis & Applications (PAA) Journal, Published online: 14 March 2008.
[] F. Cutzu, Riad I. Hammoud, and A. Leykin,
Distinguishing paintings from photographs,
Journal of Computer Vision and Image Understanding (CVIU),
Volume 100, Number 3, Pages 249-273, Dec 2005, Available online 18 August 2005.
[] Marc Gelgon and Riad I. Hammoud,
building object-based hyperlinks in videos: Theory and Experiments,
in Interactive Video, Springer-Verlag, Pages: 45--64, 2006.
[] F. Cutzu, Riad I. Hammoud, and A. Leykin,
Estimating the photorealism of images: distinguishing paintings from photographs,
Proceedings of the IEEE Computer Vision and Pattern Recognition Conference (CVPR'03, Oral Talk),
Volume 2, 18-20 June 2003 Page(s):II - 305-12 vol.2 DOI 10.1109/CVPR.2003.1211484, Madison, Wisconsin, USA
[] A. Douha, F. Cutzu, Riad I. Hammoud, and S. Kiselewich,
Triangulation based technique for efficient stereo computation in infrared images,
IEEE Intelligent Vehicles Symposium (IVS'03),
9-11 June 2003 Page(s):673 – 678 DOI 10.1109/IVS.2003.1212993, Columbus, OH, USA
[] Riad I. Hammoud and R. Mohr,
Mixture Densities for Video Objects Recognition,
Proceedings of the 15th IEEE International Conference on Pattern Recognition (ICPR),
Page(s):71 - 75 vol.2, DOI 10.1109/ICPR.2000.906020, Barcelona, Spain, Sep 3-7, 2000.