Riad I. Hammoud

According to our database, Riad I. Hammoud authored at least 53 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

MoundCount: A detection-based approach for automatic counting of planting microsites on UAV images.

Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila, Riad I. Hammoud

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Enhanced Thermal-RGB Fusion for Robust Object Detection.

Wassim A. El Ahmar, Yahya Massoud, Dhanvin Kolhatkar, Hamzah Alghamdi, Mohammad Al Ja'afreh, Robert Laganière, Riad I. Hammoud

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

A Novel Domain Transfer-Based Approach for Unsupervised Thermal Image Super-Resolution.

Rafael E. Rivadeneira, Ángel D. Sappa, Boris Xavier Vintimilla, Riad I. Hammoud

Sensors, 2022

2021

Computer Vision in the Infrared Spectrum: Challenges and Approaches

Michael Teutsch, Ángel D. Sappa, Riad I. Hammoud

Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, ISBN: 978-3-031-01826-8, 2021

2019

Image Vegetation Index Through a Cycle Generative Adversarial Network.

Patricia L. Suarez, Ángel D. Sappa, Boris Xavier Vintimilla, Riad I. Hammoud

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Wide-Band Color Imagery Restoration for RGB-NIR Single Sensor Images.

Xavier Soria, Angel Domingo Sappa, Riad I. Hammoud

Sensors, 2018

Near InfraRed Imagery Colorization.

Patricia L. Suárez, Angel Domingo Sappa, Boris Xavier Vintimilla, Riad I. Hammoud

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Deep Learning Based Single Image Dehazing.

Patricia L. Suarez, Angel Domingo Sappa, Boris Xavier Vintimilla, Riad I. Hammoud

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2016

Context-Based Fusion of Physical and Human Data for Level 5 Information Fusion.

Erik Blasch, Riad I. Hammoud, Haibin Ling, Dan Shen, James G. Nagy, Genshe Chen

Proceedings of the Context-Enhanced Information Fusion, 2016

Automatic Geolocation Correction of Satellite Imagery.

Özge Can Özcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom

Int. J. Comput. Vis., 2016

Guest Editorial: Large Scale Visual Media Geo-Localization.

Riad I. Hammoud, Josef Sivic, Larry S. Davis, Marc Pollefeys

Int. J. Comput. Vis., 2016

Evaluation of Feature Channels for Correlation-Filter-Based Visual Object Tracking in Infrared Spectrum.

Erhan Gundogdu, Aykut Koç, Berkan Solmaz, Riad I. Hammoud, A. Aydin Alatan

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

Video-to-text information fusion evaluation for level 5 user refinement.

Erik Blasch, Haibin Ling, Dan Shen, Genshe Chen, Riad I. Hammoud, Arslan Basharat, Roddy Collins, Alex Aved, James G. Nagy

Proceedings of the 18th International Conference on Information Fusion, 2015

A comparison of stereo and multiview 3-D reconstruction using cross-sensor satellite imagery.

Özge Can Özcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014

Automatic Association of Chats and Video Tracks for Activity Learning and Recognition in Aerial Video Surveillance.

Riad I. Hammoud, Cem S. Sahin, Erik Blasch, Bradley J. Rhodes, Tao Wang

Sensors, 2014

QuEST for Information Fusion in Multimedia Reports.

Erik Philip Blasch, Steven K. Rogers, Hillary Holloway, Jorge Tierno, Eric K. Jones, Riad I. Hammoud

Int. J. Monit. Surveillance Technol. Res., 2014

A summary of team MIT's approach to the virtual robotics challenge.

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

Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Context aided video-to-text information 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

Proceedings of the 17th International Conference on Information Fusion, 2014

Ground-Based Activity Recognition at Distance and behind Wall.

Tao Wang, Riad I. Hammoud, Zhigang Zhu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Automatic Geo-location Correction of Satellite Imagery.

Özge Can Özcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Multi-source Multi-modal Activity Recognition in Aerial Video Surveillance.

Riad I. Hammoud, Cem S. Sahin, Erik Philip Blasch, Bradley J. Rhodes

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Face recognition in low resolution thermal images.

Eslam A. Mostafa, Riad I. Hammoud, Asem M. Ali, Aly A. Farag

Comput. Vis. Image Underst., 2013

Special section on Advances in Machine Vision Beyond the Visible Spectrum (BVS).

Guoliang Fan, Riad I. Hammoud, Firooz Sadjadi, Behzad Kamgar-Parsi

Comput. Vis. Image Underst., 2013

Audio-Visual Feature Fusion for Vehicles Classification in a Surveillance System.

Tao Wang, Zhigang Zhu, Riad I. Hammoud

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Overhead-Based Image and Video Geo-localization Framework.

Riad I. Hammoud, Scott A. Kuzdeba, Brian Berard, Victor Tom, Richard Ivey, Renu Bostwick, Jason C. HandUber, Lori Vinciguerra, Nathan Shnidman, Byron Smiley

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2010

Thermal and reflectance based personal identification methodology under variable illumination.

Ognjen Arandjelovic, Riad I. Hammoud, Roberto Cipolla

Pattern Recognit., 2010

Pedestrian tracking by fusion of thermal-visible surveillance videos.

Alex Leykin, Riad I. Hammoud

Mach. Vis. Appl., 2010

2009

On Bayesian analysis of a finite generalized Dirichlet mixture via a Metropolis-within-Gibbs sampling.

Nizar Bouguila, Djemel Ziou, Riad I. Hammoud

Pattern Anal. Appl., 2009

2008

Real-time estimation of human attention field in LWIR and color surveillance videos.

Alex Leykin, Riad I. Hammoud

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007

Guest Editorial: Object Tracking and Classification Beyond the Visible Spectrum.

Riad I. Hammoud

Int. J. Comput. Vis., 2007

Visual learning of texture descriptors for facial expression recognition in thermal imagery.

Benjamín Hernández, Gustavo Olague, Riad I. Hammoud, Leonardo Trujillo, Eva Romero

Comput. Vis. Image Underst., 2007

An improved likelihood model for eye tracking.

Dan Witzner Hansen, Riad I. Hammoud

Comput. Vis. Image Underst., 2007

Advances in vision algorithms and systems beyond the visible spectrum.

Riad I. Hammoud, James W. Davis

Comput. Vis. Image Underst., 2007

Thermal-Visible Video Fusion for Moving Target Tracking and Pedestrian Classification.

Alex Leykin, Yang Ran, Riad I. Hammoud

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

A Bayesian Non-Gaussian Mixture Analysis: Application to Eye Modeling.

Nizar Bouguila, Djemel Ziou, Riad I. Hammoud

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Robust Moving Object Detection at Distance in the Visible Spectrum and Beyond Using A Moving Camera.

Yan Zhang, Stephen J. Kiselewich, William A. Bauson, Riad I. Hammoud

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Robust Multi-Pedestrian Tracking in Thermal-Visible Surveillance Videos.

Alex Leykin, Riad I. Hammoud

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Multi-Sensory Face Biometric Fusion (for Personal Identification).

Ognjen Arandjelovic, Riad I. Hammoud, Roberto Cipolla

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Multi-Sensory Face Biometric Fusion (for Personal Identification).

Ognjen Arandjelovic, Riad I. Hammoud

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

On Person Authentication by Fusing Visual and Thermal Face Biometrics.

Ognjen Arandjelovic, Riad I. Hammoud, Roberto Cipolla

Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2005

Distinguishing paintings from photographs.

Florin Cutzu, Riad I. Hammoud, Alex Leykin

Comput. Vis. Image Underst., 2005

Automatic Feature Localization in Thermal Images for Facial Expression Recognition.

Leonardo Trujillo, Gustavo Olague, Riad I. Hammoud, Benjamín Hernández

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Improved Likelihood Function in Particle-based IR Eye Tracking.

Dan Witzner Hansen, Ronald Satria, Jakob Sorensen, Riad I. Hammoud

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Efficient Real-Time Algorithms for Eye State and Head Pose Tracking in Advanced Driver Support Systems.

Riad I. Hammoud, Andrew Wilhelm, Phillip Malawey, Gerald J. Witt

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Driver State Monitor from DELPHI.

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

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Boosting particle filter-based eye tracker performance through adapted likelihood function to reflexions and light changes.

Dan Witzner Hansen, Riad I. Hammoud

Proceedings of the Advanced Video and Signal Based Surveillance, 2005

2004

Color Texture Signatures for Art-Paintings vs. Scene-Photographs Based on Human Visual System.

Riad I. Hammoud

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Disparity Based Image Segmentation For Occupant Classification.

Henry Kong, Qin Sun, William A. Bauson, Stephen J. Kiselewich, Paul Ainslie, Riad I. Hammoud

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Joint IEEE Workshop on Object Tracking and Classification Beyond the Visible Spectrum.

Riad I. Hammoud, Robert McMillan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003

Estimating the photorealism of images: Distinguishing paintings from photographs.

Florin Cutzu, Riad I. Hammoud, Alex Leykin

Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2001

Construction et Présentation des Vidéos Interactives. (Constructing and Browsing of Interactive Videos).

Riad I. Hammoud

PhD thesis, 2001

2000

Interactive tools for constructing and browsing structures for movie films.

Riad I. Hammoud, Roger Mohr

Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

Mixture Densities for Video Objects Recognition.

Riad I. Hammoud, Roger Mohr

Proceedings of the 15th International Conference on Pattern Recognition, 2000