Irfan A. Essa
Orcid: 0000-0002-6236-2969Affiliations:
- Georgia Institute of Technology, Atlanta GA, USA
According to our database1,
Irfan A. Essa
authored at least 220 papers
between 1990 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2012, "For contributions to computer vision and graphics".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on orcid.org
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition.
Sensors, February, 2024
CoRR, 2024
Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them.
CoRR, 2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Parrot: Pareto-Optimal Multi-reward Reinforcement Learning Framework for Text-to-Image Generation.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
A Washing Machine is All You Need? On the Feasibility of Machine Data for Self-Supervised Human Activity Recognition.
Proceedings of the International Conference on Activity and Behavior Computing, 2024
2023
IEEE Robotics Autom. Lett., 2023
CoRR, 2023
Words into Action: Learning Diverse Humanoid Robot Behaviors using Language Guided Iterative Motion Refinement.
CoRR, 2023
Multimodal Contrastive Learning with Hard Negative Sampling for Human Activity Recognition.
CoRR, 2023
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Proceedings of the 34th British Machine Vision Conference 2023, 2023
Integrating Noisy Knowledge into Language Representations for E-Commerce Applications.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
CoRR, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, 2022
VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Graph-based Cluttered Scene Generation and Interactive Exploration using Deep Reinforcement Learning.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
2021
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
CoRR, 2021
Proceedings of the UIST '21: The 34th Annual ACM Symposium on User Interface Software and Technology, 2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Automatic Generation of Two-Level Hierarchical Tutorials from Instructional Makeup Videos.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Semantic MapNet: Building Allocentric SemanticMaps and Representations from Egocentric Views.
CoRR, 2020
Proceedings of the UIST '20: The 33rd Annual ACM Symposium on User Interface Software and Technology, 2020
Proceedings of the ISWC '20: 2020 ACM International Symposium on Wearable Computers, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
CoRR, 2019
Novel evaluation of surgical activity recognition models using task-based efficiency metrics.
Int. J. Comput. Assist. Radiol. Surg., 2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
A Data-Driven Predictive Model of Individual-Specific Effects of FES on Human Gait Dynamics.
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features.
Proceedings of the IEEE International Conference on Acoustics, 2019
Embodied Question Answering in Photorealistic Environments With Point Cloud Perception.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer.
CoRR, 2018
DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks.
CoRR, 2018
Video and accelerometer-based motion analysis for automated surgical skills assessment.
Int. J. Comput. Assist. Radiol. Surg., 2018
Int. J. Comput. Assist. Radiol. Surg., 2018
Proceedings of the 25th Annual Network and Distributed System Security Symposium, 2018
Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy Using Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Identifying Gait Phases from Joint Kinematics during Walking with Switched Linear Dynamical Systems.
Proceedings of the 7th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2018
2017
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017
Exploring Symmetric and Asymmetric Bimanual Eating Detection with Inertial Sensors on the Wrist.
Proceedings of the 1st Workshop on Digital Biomarkers, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Selfie-Presentation in Everyday Life: A Large-Scale Characterization of Selfie Contexts on Instagram.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017
Proceedings of the British Machine Vision Conference 2017, 2017
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
2016
Automated video-based assessment of surgical skills for training and evaluation in medical schools.
Int. J. Comput. Assist. Radiol. Surg., 2016
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
2015
CoRR, 2015
Finding Temporally Consistent Occlusion Boundaries in Videos Using Geometric Context.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Inferring Meal Eating Activities in Real World Settings from Ambient Sounds: A Feasibility Study.
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015
Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015
A practical approach for recognizing eating moments with wrist-mounted inertial sensing.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
2014
Comput. Vis. Image Underst., 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Measuring Child Visual Attention using Markerless Head Tracking from Color and Depth Sensing Cameras.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the British Machine Vision Conference, 2014
2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Feasibility of identifying eating moments from first-person images leveraging human computation.
Proceedings of the International SenseCam & Pervasive Imaging Conference 2013, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the IEEE International Conference on Computational Photography, 2013
Technological approaches for addressing privacy concerns when recognizing eating behaviors with wearable cameras.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
2012
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012
Proceedings of the 2012 IEEE International Conference on Computational Photography, 2012
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012
Recognizing water-based activities in the home through infrastructure-mediated sensing.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
Virtual Real., 2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Guest Editors' Introduction to the Special Section on Award-Winning Papers from the IEEE Conference on Computer Vision and Pattern Recognition 2009 (CVPR 2009).
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Proceedings of the 4th ACM Workshop on Information Credibility on the Web, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Adv. Robotics, 2009
Artif. Intell., 2009
Proceedings of the 2009 Symposium on Interactive 3D Graphics, 2009
Proceedings of the Science & Technology Proceedings, 2009
Learning the basic units in American Sign Language using discriminative segmental feature selection.
Proceedings of the IEEE International Conference on Acoustics, 2009
Videolyzer: quality analysis of online informational video for bloggers and journalists.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
2008
Proceedings of the 16th International Conference on Multimedia 2008, 2008
Proceedings of the 12th IEEE International Symposium on Wearable Computers (ISWC 2008), September 28, 2008
Proceedings of the 3rd International Conference on Pragmatic Web, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Computational photography and video: interacting and creating with videos and images.
Proceedings of the working conference on Advanced Visual Interfaces, 2008
2007
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the IJCAI 2007, 2007
Detecting Subdimensional Motifs: An Efficient Algorithm for Generalized Multivariate Pattern Discovery.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Proceedings of the HYPERTEXT 2007, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Discovering Multivariate Motifs using Subsequence Density Estimation and Greedy Mixture Learning.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
2006
Proceedings of the 19th Annual ACM Symposium on User Interface Software and Technology, 2006
Proceedings of the 14th ACM International Conference on Multimedia, 2006
Proceedings of the 4th ACM International Workshop on Video Surveillance and Sensor Networks, 2006
Proceedings of the Tenth IEEE International Symposium on Wearable Computers (ISWC 2006), 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
J. Parallel Distributed Comput., 2005
Proceedings of the 18th Annual ACM Symposium on User Interface Software and Technology, 2005
Proceedings of the UAI '05, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the Computer Graphics International 2005, 2005
2004
Proceedings of the 3rd International Symposium on Non-Photorealistic Animation and Rendering, 2004
Proceedings of the Computer Vision, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Proceedings of the Image and Video Retrieval: Third International Conference, 2004
2003
ACM Trans. Graph., 2003
Int. J. Hum. Comput. Interact., 2003
Exemplar-Based Surface Texture.
Proceedings of the 8th International Fall Workshop on Vision, Modeling, and Visualization, 2003
Proceedings of the 5th International Conference on Multimodal Interfaces, 2003
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
Mandatory human participation: a new authentication scheme for building secure systems.
Proceedings of the 12th International Conference on Computer Communications and Networks, 2003
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003
Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003
2002
Proceedings of the 2002 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
2001
Proceedings of the 28th Annual Conference on Computer Graphics and Interactive Techniques, 2001
Real-time Photo-Realistic Physically Based Rendering of Fine Scale Human Skin Structure.
Proceedings of the 12th Eurographics Workshop on Rendering Techniques, 2001
Proceedings of the 2001 workshop on Perceptive user interfaces, 2001
Propagation of Innovative Information in Non-Linear Least-Squares Structure from Motion.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
Proceedings of the 27th Annual Conference on Computer Graphics and Interactive Techniques, 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Detecting and Tracking Eyes by Using Their Physiological Properties, Dynamics, and Appearance.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
Proceedings of the Proceedings on the 2000 conference on Universal Usability, 2000
Proceedings of the CHI '00 Extended Abstracts on Human Factors in Computing Systems, 2000
Living laboratories: the future computing environments group at the Georgia Institute of Technology.
Proceedings of the CHI '00 Extended Abstracts on Human Factors in Computing Systems, 2000
1999
Adaptive Parallelization of Model-Based Head Tracking.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999
Proceedings of the International Conference on Computer Vision, 1999
Proceedings of the International Conference on Computer Vision, 1999
Proceedings of the Cooperative Buildings, 1999
1997
IEEE Trans. Pattern Anal. Mach. Intell., 1997
1996
IEEE Trans. Pattern Anal. Mach. Intell., 1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Vision-Based HCI - What's Next and What are the Difficult Problems?
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996
Modeling, Tracking and Interactive Animation of Faces and Heads Using Input from Video.
Proceedings of the Computer Animation 1996, 1996
1995
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994
1992
Comput. Graph. Forum, 1992
1990
Proceedings of the 1990 symposium on Interactive 3D graphics, 1990