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2020 – today
- 2023
[c34]Wassim A. El Ahmar, Yahya Massoud, Dhanvin Kolhatkar, Hamzah Alghamdi, Mohammad Al Ja'afreh
, Robert Laganière, Riad I. Hammoud:
Enhanced Thermal-RGB Fusion for Robust Object Detection. CVPR Workshops 2023: 365-374- [c33]Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila, Riad I. Hammoud:
MoundCount: A detection-based approach for automatic counting of planting microsites on UAV images. CVPR Workshops 2023: 497-506 - 2022
- [j16]Rafael E. Rivadeneira, Ángel D. Sappa, Boris Xavier Vintimilla, Riad I. Hammoud:
A Novel Domain Transfer-Based Approach for Unsupervised Thermal Image Super-Resolution. Sensors 22(6): 2254 (2022) - 2021
- [b2]Michael Teutsch, Ángel D. Sappa, Riad I. Hammoud:
Computer Vision in the Infrared Spectrum: Challenges and Approaches. Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers 2021, ISBN 978-3-031-00698-2, pp. 1-138
2010 – 2019
- 2019
- [c32]Patricia L. Suarez, Ángel D. Sappa, Boris Xavier Vintimilla, Riad I. Hammoud:
Image Vegetation Index Through a Cycle Generative Adversarial Network. CVPR Workshops 2019: 1014-1021 - 2018
- [j15]Xavier Soria, Angel Domingo Sappa, Riad I. Hammoud:
Wide-Band Color Imagery Restoration for RGB-NIR Single Sensor Images. Sensors 18(7): 2059 (2018) - [c31]Patricia L. Suarez, Angel Domingo Sappa, Boris Xavier Vintimilla, Riad I. Hammoud:
Deep Learning Based Single Image Dehazing. CVPR Workshops 2018: 1169-1176 - [c30]Patricia L. Suárez, Angel Domingo Sappa, Boris Xavier Vintimilla, Riad I. Hammoud:
Near InfraRed Imagery Colorization. ICIP 2018: 2237-2241 - 2016
- [j14]Riad I. Hammoud, Josef Sivic, Larry S. Davis, Marc Pollefeys:
Guest Editorial: Large Scale Visual Media Geo-Localization. Int. J. Comput. Vis. 116(3): 211-212 (2016) - [j13]Özge Can Özcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom:
Automatic Geolocation Correction of Satellite Imagery. Int. J. Comput. Vis. 116(3): 263-277 (2016) - [c29]Erhan Gundogdu, Aykut Koç, Berkan Solmaz, Riad I. Hammoud, A. Aydin Alatan:
Evaluation of Feature Channels for Correlation-Filter-Based Visual Object Tracking in Infrared Spectrum. CVPR Workshops 2016: 290-298 - [p1]Erik Blasch, Riad I. Hammoud, Haibin Ling, Dan Shen, James G. Nagy, Genshe Chen:
Context-Based Fusion of Physical and Human Data for Level 5 Information Fusion. Context-Enhanced Information Fusion 2016: 479-505 - 2015
- [c28]Özge Can Özcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom:
A comparison of stereo and multiview 3-D reconstruction using cross-sensor satellite imagery. CVPR Workshops 2015: 17-25 - [c27]Erik Blasch, Haibin Ling, Dan Shen, Genshe Chen, Riad I. Hammoud, Arslan Basharat, Roddy Collins, Alex Aved, James G. Nagy:
Video-to-text information fusion evaluation for level 5 user refinement. FUSION 2015: 1993-2000 - 2014
- [j12]Erik Philip Blasch, Steven K. Rogers, Hillary Holloway, Jorge Tierno, Eric K. Jones, Riad I. Hammoud:
QuEST for Information Fusion in Multimedia Reports. Int. J. Monit. Surveillance Technol. Res. 2(3): 1-30 (2014) - [j11]Riad I. Hammoud, Cem S. Sahin, Erik Blasch, Bradley J. Rhodes, Tao Wang:
Automatic Association of Chats and Video Tracks for Activity Learning and Recognition in Aerial Video Surveillance. Sensors 14(10): 19843-19860 (2014) - [c26]Tao Wang, Riad I. Hammoud, Zhigang Zhu:
Ground-Based Activity Recognition at Distance and behind Wall. CVPR Workshops 2014: 231-236 - [c25]Riad I. Hammoud, Cem S. Sahin, Erik Philip Blasch, Bradley J. Rhodes:
Multi-source Multi-modal Activity Recognition in Aerial Video Surveillance. CVPR Workshops 2014: 237-244 - [c24]Özge Can Özcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom:
Automatic Geo-location Correction of Satellite Imagery. CVPR Workshops 2014: 307-314 - [c23]Erik Blasch, James G. Nagy, Alex Aved, Eric K. Jones, William M. Pottenger, Arslan Basharat, Anthony Hoogs, Michael Schneider, Riad I. Hammoud, Genshe Chen, Dan Shen, Haibin Ling:
Context aided video-to-text information fusion. FUSION 2014: 1-8 - [c22]Russ Tedrake, Maurice F. Fallon, Sisir Karumanchi, Scott Kuindersma, Matthew E. Antone, Toby Schneider, Thomas M. Howard, Matthew R. Walter, Hongkai Dai, Robin Deits, Michael Fleder, Dehann Fourie, Riad I. Hammoud, Sachithra Hemachandra, P. Ilardi, Claudia Pérez-D'Arpino, Sudeep Pillai, Andres Valenzuela, Cecilia Cantu, C. Dolan, I. Evans, S. Jorgensen, J. Kristeller, Julie A. Shah, Karl Iagnemma, Seth J. Teller:
A summary of team MIT's approach to the virtual robotics challenge. ICRA 2014: 2087 - 2013
- [j10]Guoliang Fan, Riad I. Hammoud, Firooz Sadjadi, Behzad Kamgar-Parsi:
Special section on Advances in Machine Vision Beyond the Visible Spectrum (BVS). Comput. Vis. Image Underst. 117(12): 1645-1646 (2013) - [j9]Eslam A. Mostafa, Riad I. Hammoud, Asem M. Ali, Aly A. Farag:
Face recognition in low resolution thermal images. Comput. Vis. Image Underst. 117(12): 1689-1694 (2013) - [c21]Riad I. Hammoud, Scott A. Kuzdeba, Brian Berard, Victor Tom, Richard Ivey, Renu Bostwick, Jason C. HandUber, Lori Vinciguerra, Nathan Shnidman, Byron Smiley:
Overhead-Based Image and Video Geo-localization Framework. CVPR Workshops 2013: 320-327 - [c20]Tao Wang, Zhigang Zhu, Riad I. Hammoud:
Audio-Visual Feature Fusion for Vehicles Classification in a Surveillance System. CVPR Workshops 2013: 381-386 - 2010
- [j8]Alex Leykin, Riad I. Hammoud:
Pedestrian tracking by fusion of thermal-visible surveillance videos. Mach. Vis. Appl. 21(4): 587-595 (2010) - [j7]Ognjen Arandjelovic, Riad I. Hammoud, Roberto Cipolla:
Thermal and reflectance based personal identification methodology under variable illumination. Pattern Recognit. 43(5): 1801-1813 (2010) - [e3]George Bebis, Richard D. Boyle, Bahram Parvin, Darko Koracin, Ronald Chung, Riad I. Hammoud, Muhammad Hussain, Kar-Han Tan, Roger Crawfis, Daniel Thalmann, David L. Kao, Lisa Avila:
Advances in Visual Computing - 6th International Symposium, ISVC 2010, Las Vegas, NV, USA, November 29-December 1, 2010. Proceedings, Part I. Lecture Notes in Computer Science 6453, Springer 2010, ISBN 978-3-642-17288-5 [contents] - [e2]George Bebis, Richard D. Boyle, Bahram Parvin, Darko Koracin, Ronald Chung, Riad I. Hammoud, Muhammad Hussain, Kar-Han Tan, Roger Crawfis, Daniel Thalmann, David L. Kao, Lisa Avila:
Advances in Visual Computing - 6th International Symposium, ISVC 2010, Las Vegas, NV, USA, November 29 - December 1, 2010, Proceedings, Part II. Lecture Notes in Computer Science 6454, Springer 2010, ISBN 978-3-642-17273-1 [contents] - [e1]George Bebis, Richard D. Boyle, Bahram Parvin, Darko Koracin, Ronald Chung, Riad I. Hammoud, Muhammad Hussain, Kar-Han Tan, Roger Crawfis, Daniel Thalmann, David L. Kao, Lisa Avila:
Advances in Visual Computing - 6th International Symposium, ISVC 2010, Las Vegas, NV, USA, November 29 - December 1, 2010, Proceedings, Part III. Lecture Notes in Computer Science 6455, Springer 2010, ISBN 978-3-642-17276-2 [contents]
2000 – 2009
- 2009
- [j6]Nizar Bouguila, Djemel Ziou, Riad I. Hammoud:
On Bayesian analysis of a finite generalized Dirichlet mixture via a Metropolis-within-Gibbs sampling. Pattern Anal. Appl. 12(2): 151-166 (2009) - 2008
- [c19]Alex Leykin, Riad I. Hammoud:
Real-time estimation of human attention field in LWIR and color surveillance videos. CVPR Workshops 2008: 1-6 - 2007
- [j5]Riad I. Hammoud, James W. Davis:
Advances in vision algorithms and systems beyond the visible spectrum. Comput. Vis. Image Underst. 106(2-3): 145-147 (2007) - [j4]Dan Witzner Hansen, Riad I. Hammoud:
An improved likelihood model for eye tracking. Comput. Vis. Image Underst. 106(2-3): 220-230 (2007) - [j3]Benjamín Hernández, Gustavo Olague, Riad I. Hammoud, Leonardo Trujillo, Eva Romero:
Visual learning of texture descriptors for facial expression recognition in thermal imagery. Comput. Vis. Image Underst. 106(2-3): 258-269 (2007) - [j2]Riad I. Hammoud:
Guest Editorial: Object Tracking and Classification Beyond the Visible Spectrum. Int. J. Comput. Vis. 71(2): 123-124 (2007) - [c18]Nizar Bouguila, Djemel Ziou, Riad I. Hammoud:
A Bayesian Non-Gaussian Mixture Analysis: Application to Eye Modeling. CVPR 2007 - [c17]Alex Leykin, Yang Ran, Riad I. Hammoud:
Thermal-Visible Video Fusion for Moving Target Tracking and Pedestrian Classification. CVPR 2007 - 2006
- [c16]Ognjen Arandjelovic, Riad I. Hammoud, Roberto Cipolla:
On Person Authentication by Fusing Visual and Thermal Face Biometrics. AVSS 2006: 50 - [c15]Ognjen Arandjelovic, Riad I. Hammoud, Roberto Cipolla:
Multi-Sensory Face Biometric Fusion (for Personal Identification). CVPR Workshops 2006: 52 - [c14]Ognjen Arandjelovic, Riad I. Hammoud:
Multi-Sensory Face Biometric Fusion (for Personal Identification). CVPR Workshops 2006: 128 - [c13]Yan Zhang, Stephen J. Kiselewich, William A. Bauson, Riad I. Hammoud:
Robust Moving Object Detection at Distance in the Visible Spectrum and Beyond Using A Moving Camera. CVPR Workshops 2006: 131 - [c12]Alex Leykin, Riad I. Hammoud:
Robust Multi-Pedestrian Tracking in Thermal-Visible Surveillance Videos. CVPR Workshops 2006: 136 - 2005
- [j1]Florin Cutzu, Riad I. Hammoud, Alex Leykin:
Distinguishing paintings from photographs. Comput. Vis. Image Underst. 100(3): 249-273 (2005) - [c11]Dan Witzner Hansen, Riad I. Hammoud:
Boosting particle filter-based eye tracker performance through adapted likelihood function to reflexions and light changes. AVSS 2005: 111-116 - [c10]Dan Witzner Hansen, Ronald Satria, Jakob Sorensen, Riad I. Hammoud:
Improved Likelihood Function in Particle-based IR Eye Tracking. CVPR Workshops 2005: 5 - [c9]Leonardo Trujillo, Gustavo Olague, Riad I. Hammoud, Benjamín Hernández:
Automatic Feature Localization in Thermal Images for Facial Expression Recognition. CVPR Workshops 2005: 14 - [c8]Riad I. Hammoud, Andrew Wilhelm, Phillip Malawey, Gerald J. Witt:
Efficient Real-Time Algorithms for Eye State and Head Pose Tracking in Advanced Driver Support Systems. CVPR (2) 2005: 1181 - [c7]N. Edenborough, Riad I. Hammoud, A. Harbach, A. Ingold, Branislav Kisacanin, Phillip Malawey, T. Newman, G. Scharenbroch, S. Skiver, Matthew R. H. Smith, Andrew Wilhelm, Gerald J. Witt, E. Yoder, Harry Zhang:
Driver State Monitor from DELPHI. CVPR (2) 2005: 1206-1207 - 2004
- [c6]Riad I. Hammoud, Robert McMillan:
Joint IEEE Workshop on Object Tracking and Classification Beyond the Visible Spectrum. CVPR Workshops 2004: 120 - [c5]Henry Kong, Qin Sun, William A. Bauson, Stephen J. Kiselewich, Paul Ainslie, Riad I. Hammoud:
Disparity Based Image Segmentation For Occupant Classification. CVPR Workshops 2004: 126 - [c4]Riad I. Hammoud:
Color Texture Signatures for Art-Paintings vs. Scene-Photographs Based on Human Visual System. ICPR (2) 2004: 525-528 - 2003
- [c3]Florin Cutzu, Riad I. Hammoud, Alex Leykin:
Estimating the photorealism of images: Distinguishing paintings from photographs. CVPR (2) 2003: 305-312 - 2001
- [b1]Riad I. Hammoud:
Construction et Présentation des Vidéos Interactives. (Constructing and Browsing of Interactive Videos). Grenoble Institute of Technology, France, 2001 - 2000
- [c2]Riad I. Hammoud, Roger Mohr:
Mixture Densities for Video Objects Recognition. ICPR 2000: 2071-2075 - [c1]Riad I. Hammoud, Roger Mohr:
Interactive tools for constructing and browsing structures for movie films. ACM Multimedia 2000: 497-498
Coauthor Index
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