Riad I. Hammoud

59 papers A* 4B 4C 2Journal 16Unranked 27

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	3rd Multi-modal Aerial View Image Challenge: Sensor Domain Translation - PBVS 2025. CVPR Workshops Dylan Bowald, Justice Wheelwright, Oliver Nina, Ángel D. Sappa, Riad I. Hammoud, Erik Blasch, Nathan Inkawhich
2025	—	`conf`	Thermal Image Super-Resolution Challenge Results - PBVS 2025. CVPR Workshops Rafael E. Rivadeneira, Ángel D. Sappa, Riad I. Hammoud, Jiyong Rao, Hang Zhong, Yu Wang, Shengjie Zhao, Zhiwei Zhong, Yung-Hui Li, Shiqi Wang, Qiangqiang Shen, Hanzhang Wang, Xuanqi Zhang
2025	—	`conf`	Thermal Pedestrian Multiple Object Tracking Challenge (TP-MOT). CVPR Workshops Wassim A. El Ahmar, Ángel D. Sappa, Riad I. Hammoud
2023	—	`conf`	Enhanced Thermal-RGB Fusion for Robust Object Detection. CVPR Workshops Wassim A. El Ahmar, Yahya Massoud, Dhanvin Kolhatkar, Hamzah Alghamdi, Mohammad Al Ja'afreh, Robert Laganière, Riad I. Hammoud
2023	—	`conf`	MoundCount: A detection-based approach for automatic counting of planting microsites on UAV images. CVPR Workshops Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila, Riad I. Hammoud
2022	J	`jnl`	A Novel Domain Transfer-Based Approach for Unsupervised Thermal Image Super-Resolution. Sensors Rafael E. Rivadeneira, Ángel D. Sappa, Boris Xavier Vintimilla, Riad I. Hammoud
2021	—	`book`	Computer Vision in the Infrared Spectrum: Challenges and Approaches Michael Teutsch, Ángel D. Sappa, Riad I. Hammoud
2019	—	`conf`	Image Vegetation Index Through a Cycle Generative Adversarial Network. CVPR Workshops Patricia L. Suarez, Ángel D. Sappa, Boris Xavier Vintimilla, Riad I. Hammoud
2018	—	`conf`	Deep Learning Based Single Image Dehazing. CVPR Workshops Patricia L. Suarez, Angel Domingo Sappa, Boris Xavier Vintimilla, Riad I. Hammoud
2018	B	`conf`	Near InfraRed Imagery Colorization. ICIP Patricia L. Suárez, Angel Domingo Sappa, Boris Xavier Vintimilla, Riad I. Hammoud
2018	J	`jnl`	Wide-Band Color Imagery Restoration for RGB-NIR Single Sensor Images. Sensors Xavier Soria, Angel Domingo Sappa, Riad I. Hammoud
2016	J	`jnl`	Automatic Geolocation Correction of Satellite Imagery. Int. J. Comput. Vis. Özge Can Özcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom
2016	—	`ch.`	Context-Based Fusion of Physical and Human Data for Level 5 Information Fusion. Context-Enhanced Information Fusion Erik Blasch, Riad I. Hammoud, Haibin Ling, Dan Shen, James G. Nagy, Genshe Chen
2016	—	`conf`	Evaluation of Feature Channels for Correlation-Filter-Based Visual Object Tracking in Infrared Spectrum. CVPR Workshops Erhan Gundogdu, Aykut Koç, Berkan Solmaz, Riad I. Hammoud, A. Aydin Alatan
2016	J	`jnl`	Guest Editorial: Large Scale Visual Media Geo-Localization. Int. J. Comput. Vis. Riad I. Hammoud, Josef Sivic, Larry S. Davis, Marc Pollefeys
2015	—	`conf`	A comparison of stereo and multiview 3-D reconstruction using cross-sensor satellite imagery. CVPR Workshops Özge Can Özcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom
2015	C	`conf`	Video-to-text information fusion evaluation for level 5 user refinement. FUSION Erik Blasch, Haibin Ling, Dan Shen, Genshe Chen, Riad I. Hammoud, Arslan Basharat, Roddy Collins, Alex Aved, James G. Nagy
2014	A*	`conf`	A summary of team MIT's approach to the virtual robotics challenge. ICRA 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
2014	J	`jnl`	Automatic Association of Chats and Video Tracks for Activity Learning and Recognition in Aerial Video Surveillance. Sensors Riad I. Hammoud, Cem S. Sahin, Erik Blasch, Bradley J. Rhodes, Tao Wang
2014	—	`conf`	Automatic Geo-location Correction of Satellite Imagery. CVPR Workshops Özge Can Özcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom
2014	C	`conf`	Context aided video-to-text information fusion. FUSION 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
2014	—	`conf`	Ground-Based Activity Recognition at Distance and behind Wall. CVPR Workshops Tao Wang, Riad I. Hammoud, Zhigang Zhu
2014	—	`conf`	Multi-source Multi-modal Activity Recognition in Aerial Video Surveillance. CVPR Workshops Riad I. Hammoud, Cem S. Sahin, Erik Philip Blasch, Bradley J. Rhodes
2014	J	`jnl`	QuEST for Information Fusion in Multimedia Reports. Int. J. Monit. Surveillance Technol. Res. Erik Philip Blasch, Steven K. Rogers, Hillary Holloway, Jorge Tierno, Eric K. Jones, Riad I. Hammoud
2013	—	`conf`	Audio-Visual Feature Fusion for Vehicles Classification in a Surveillance System. CVPR Workshops Tao Wang, Zhigang Zhu, Riad I. Hammoud
2013	J	`jnl`	Face recognition in low resolution thermal images. Comput. Vis. Image Underst. Eslam A. Mostafa, Riad I. Hammoud, Asem M. Ali, Aly A. Farag
2013	—	`conf`	Overhead-Based Image and Video Geo-localization Framework. CVPR Workshops Riad I. Hammoud, Scott A. Kuzdeba, Brian Berard, Victor Tom, Richard Ivey, Renu Bostwick, Jason C. HandUber, Lori Vinciguerra, Nathan Shnidman, Byron Smiley
2013	J	`jnl`	Special section on Advances in Machine Vision Beyond the Visible Spectrum (BVS). Comput. Vis. Image Underst. Guoliang Fan, Riad I. Hammoud, Firooz Sadjadi, Behzad Kamgar-Parsi
2010	—	`ed.`	Advances in Visual Computing - 6th International Symposium, ISVC 2010, Las Vegas, NV, USA, November 29 - December 1, 2010, Proceedings, Part II ISVC (2) 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
2010	—	`ed.`	Advances in Visual Computing - 6th International Symposium, ISVC 2010, Las Vegas, NV, USA, November 29 - December 1, 2010, Proceedings, Part III ISVC (3) 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
2010	—	`ed.`	Advances in Visual Computing - 6th International Symposium, ISVC 2010, Las Vegas, NV, USA, November 29-December 1, 2010. Proceedings, Part I ISVC (1) 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
2010	J	`jnl`	Pedestrian tracking by fusion of thermal-visible surveillance videos. Mach. Vis. Appl. Alex Leykin, Riad I. Hammoud
2010	J	`jnl`	Thermal and reflectance based personal identification methodology under variable illumination. Pattern Recognit. Ognjen Arandjelovic, Riad I. Hammoud, Roberto Cipolla
2009	J	`jnl`	On Bayesian analysis of a finite generalized Dirichlet mixture via a Metropolis-within-Gibbs sampling. Pattern Anal. Appl. Nizar Bouguila, Djemel Ziou, Riad I. Hammoud
2008	—	`conf`	Real-time estimation of human attention field in LWIR and color surveillance videos. CVPR Workshops Alex Leykin, Riad I. Hammoud
2007	A*	`conf`	A Bayesian Non-Gaussian Mixture Analysis: Application to Eye Modeling. CVPR Nizar Bouguila, Djemel Ziou, Riad I. Hammoud
2007	J	`jnl`	Advances in vision algorithms and systems beyond the visible spectrum. Comput. Vis. Image Underst. Riad I. Hammoud, James W. Davis
2007	J	`jnl`	An improved likelihood model for eye tracking. Comput. Vis. Image Underst. Dan Witzner Hansen, Riad I. Hammoud
2007	J	`jnl`	Guest Editorial: Object Tracking and Classification Beyond the Visible Spectrum. Int. J. Comput. Vis. Riad I. Hammoud
2007	A*	`conf`	Thermal-Visible Video Fusion for Moving Target Tracking and Pedestrian Classification. CVPR Alex Leykin, Yang Ran, Riad I. Hammoud
2007	J	`jnl`	Visual learning of texture descriptors for facial expression recognition in thermal imagery. Comput. Vis. Image Underst. Benjamín Hernández, Gustavo Olague, Riad I. Hammoud, Leonardo Trujillo, Eva Romero
2006	—	`conf`	Multi-Sensory Face Biometric Fusion (for Personal Identification). CVPR Workshops Ognjen Arandjelovic, Riad I. Hammoud
2006	—	`conf`	Multi-Sensory Face Biometric Fusion (for Personal Identification). CVPR Workshops Ognjen Arandjelovic, Riad I. Hammoud, Roberto Cipolla
2006	B	`conf`	On Person Authentication by Fusing Visual and Thermal Face Biometrics. AVSS Ognjen Arandjelovic, Riad I. Hammoud, Roberto Cipolla
2006	—	`conf`	Robust Moving Object Detection at Distance in the Visible Spectrum and Beyond Using A Moving Camera. CVPR Workshops Yan Zhang, Stephen J. Kiselewich, William A. Bauson, Riad I. Hammoud
2006	—	`conf`	Robust Multi-Pedestrian Tracking in Thermal-Visible Surveillance Videos. CVPR Workshops Alex Leykin, Riad I. Hammoud
2005	—	`conf`	Automatic Feature Localization in Thermal Images for Facial Expression Recognition. CVPR Workshops Leonardo Trujillo, Gustavo Olague, Riad I. Hammoud, Benjamín Hernández
2005	B	`conf`	Boosting particle filter-based eye tracker performance through adapted likelihood function to reflexions and light changes. AVSS Dan Witzner Hansen, Riad I. Hammoud
2005	J	`jnl`	Distinguishing paintings from photographs. Comput. Vis. Image Underst. Florin Cutzu, Riad I. Hammoud, Alex Leykin
2005	—	`conf`	Driver State Monitor from DELPHI. CVPR (2) 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
2005	—	`conf`	Efficient Real-Time Algorithms for Eye State and Head Pose Tracking in Advanced Driver Support Systems. CVPR (2) Riad I. Hammoud, Andrew Wilhelm, Phillip Malawey, Gerald J. Witt
2005	—	`conf`	Improved Likelihood Function in Particle-based IR Eye Tracking. CVPR Workshops Dan Witzner Hansen, Ronald Satria, Jakob Sorensen, Riad I. Hammoud
2004	—	`conf`	Color Texture Signatures for Art-Paintings vs. Scene-Photographs Based on Human Visual System. ICPR (2) Riad I. Hammoud
2004	—	`conf`	Disparity Based Image Segmentation For Occupant Classification. CVPR Workshops Henry Kong, Qin Sun, William A. Bauson, Stephen J. Kiselewich, Paul Ainslie, Riad I. Hammoud
2004	—	`conf`	Joint IEEE Workshop on Object Tracking and Classification Beyond the Visible Spectrum. CVPR Workshops Riad I. Hammoud, Robert McMillan
2003	—	`conf`	Estimating the photorealism of images: Distinguishing paintings from photographs. CVPR (2) Florin Cutzu, Riad I. Hammoud, Alex Leykin
2001	—	`—`	Construction et Présentation des Vidéos Interactives. (Constructing and Browsing of Interactive Videos). Riad I. Hammoud
2000	A*	`conf`	Interactive tools for constructing and browsing structures for movie films. ACM Multimedia Riad I. Hammoud, Roger Mohr
2000	B	`conf`	Mixture Densities for Video Objects Recognition. ICPR Riad I. Hammoud, Roger Mohr