| 2022 | WACV | Sharing Decoders: Network Fission for Multi-task Pixel Prediction. | Steven Hickson, Karthik Raveendran, Irfan A. Essa |
| 2020 | ISWC | Masked reconstruction based self-supervision for human activity recognition. | Harish Haresamudram, Apoorva Beedu, Varun Agrawal, Patrick L. Grady, Irfan A. Essa, Judy Hoffman, Thomas Pltz |
| 2019 | WACV | Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition. | Unaiza Ahsan, Rishi Madhok, Irfan A. Essa |
| 2019 | WACV | Eyemotion: Classifying Facial Expressions in VR Using Eye-Tracking Cameras. | Steven Hickson, Nick Dufour, Avneesh Sud, Vivek Kwatra, Irfan A. Essa |
| 2018 | MICCAI | Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy Using Deep Learning. | Aneeq Zia, Andrew Hung, Irfan A. Essa, Anthony M. Jarc |
| 2017 | IJCNN | Towards using visual attributes to infer image sentiment of social events. | Unaiza Ahsan, Munmun De Choudhury, Irfan A. Essa |
| 2017 | ICWSM | Selfie-Presentation in Everyday Life: A Large-Scale Characterization of Selfie Contexts on Instagram. | Julia Deeb-Swihart, Christopher Polack, Eric Gilbert, Irfan A. Essa |
| 2017 | Mobisys | Exploring Symmetric and Asymmetric Bimanual Eating Detection with Inertial Sensors on the Wrist. | Edison Thomaz, Abdelkareem Bedri, Temiloluwa Prioleau, Irfan A. Essa, Gregory D. Abowd |
| 2017 | WACV | Complex Event Recognition from Images with Few Training Examples. | Unaiza Ahsan, Chen Sun, James Hays, Irfan A. Essa |
| 2016 | WACV | Discovering picturesque highlights from egocentric vacation videos. | Vinay Bettadapura, Daniel Castro, Irfan A. Essa |
| 2015 | ISWC | Predicting daily activities from egocentric images using deep learning. | Daniel Castro, Steven Hickson, Vinay Bettadapura, Edison Thomaz, Gregory D. Abowd, Henrik I. Christensen, Irfan A. Essa |
| 2015 | IUI | Inferring Meal Eating Activities in Real World Settings from Ambient Sounds: A Feasibility Study. | Edison Thomaz, Cheng Zhang, Irfan A. Essa, Gregory D. Abowd |
| 2015 | MICCAI | Automated Assessment of Surgical Skills Using Frequency Analysis. | Aneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric L. Sarin, Mark A. Clements, Irfan A. Essa |
| 2015 | WACV | Egocentric Field-of-View Localization Using First-Person Point-of-View Devices. | Vinay Bettadapura, Irfan A. Essa, Caroline Pantofaru |
| 2015 | WACV | Leveraging Context to Support Automated Food Recognition in Restaurants. | Vinay Bettadapura, Edison Thomaz, Aman Parnami, Gregory D. Abowd, Irfan A. Essa |
| 2015 | WACV | Semantic Instance Labeling Leveraging Hierarchical Segmentation. | Steven Hickson, Irfan A. Essa, Henrik I. Christensen |
| 2015 | WACV | Finding Temporally Consistent Occlusion Boundaries in Videos Using Geometric Context. | S. Hussain Raza, Ahmad Humayun, Irfan A. Essa, Matthias Grundmann, David Anderson |
| 2014 | BMVC | Depth Extraction from Videos Using Geometric Context and Occlusion Boundaries. | Syed Raza, Omar Javed, Aveek Das, Harpreet S. Sawhney, Hui Cheng, Irfan A. Essa |
| 2014 | CVPR | Clustering Social Event Images Using Kernel Canonical Correlation Analysis. | Unaiza Ahsan, Irfan A. Essa |
| 2014 | CVPR | Efficient Hierarchical Graph-Based Segmentation of RGBD Videos. | Steven Hickson, Stan Birchfield, Irfan A. Essa, Henrik I. Christensen |
| 2014 | ICMI | Measuring Child Visual Attention using Markerless Head Tracking from Color and Depth Sensing Cameras. | Jonathan Bidwell, Irfan A. Essa, Agata Rozga, Gregory D. Abowd |
| 2013 | AISTATS | Beyond Sentiment: The Manifold of Human Emotions. | Seungyeon Kim, Fuxin Li, Guy Lebanon, Irfan A. Essa |
| 2013 | CVPR | Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition. | Vinay Bettadapura, Grant Schindler, Thomas Ploetz, Irfan A. Essa |
| 2013 | CVPR | Geometric Context from Videos. | S. Hussain Raza, Matthias Grundmann, Irfan A. Essa |
| 2013 | CVPR | Decoding Children's Social Behavior. | James M. Rehg, Gregory D. Abowd, Agata Rozga, Mario Romero, Mark A. Clements, Stan Sclaroff, Irfan A. Essa, Opal Y. Ousley, Yin Li, Chanho Kim, Hrishikesh Rao, Jonathan C. Kim, Liliana Lo Presti, Jianming Zhang, Denis Lantsman, Jonathan Bidwell, Zhefan Ye |
| 2013 | ICCP | Post-processing approach for radiometric self-calibration of video. | Matthias Grundmann, Chris McClanahan, Sing Bing Kang, Irfan A. Essa |
| 2013 | KDD | Detecting insider threats in a real corporate database of computer usage activity. | Ted E. Senator, Henry G. Goldberg, Alex Memory, William T. Young, Brad Rees, Robert Pierce, Daniel Huang, Matthew Reardon, David A. Bader, Edmond Chow, Irfan A. Essa, Joshua Jones, Vinay Bettadapura, Duen Horng Chau, Oded Green, Oguz Kaya, Anita Zakrzewska, Erica Briscoe, Rudolph L. Mappus IV, Robert McColl, Lora Weiss, Thomas G. Dietterich, Alan Fern, Weng-Keen Wong, Shubhomoy Das, Andrew Emmott, Jed Irvine, Jay Yoon Lee, Danai Koutra, Christos Faloutsos, Daniel D. Corkill, Lisa Friedland, Amanda Gentzel, David D. Jensen |
| 2012 | CVPR | Detecting regions of interest in dynamic scenes with camera motions. | Kihwan Kim, Dongryeol Lee, Irfan A. Essa |
| 2012 | ECCV | Weakly Supervised Learning of Object Segmentations from Web-Scale Video. | Glenn Hartmann, Matthias Grundmann, Judy Hoffman, David Tsai, Vivek Kwatra, Omid Madani, Sudheendra Vijayanarasimhan, Irfan A. Essa, James M. Rehg, Rahul Sukthankar |
| 2012 | ICCP | Calibration-free rolling shutter removal. | Matthias Grundmann, Vivek Kwatra, Daniel Castro, Irfan A. Essa |
| 2012 | IROS | Linguistic transfer of human assembly tasks to robots. | Neil Dantam, Irfan A. Essa, Mike Stilman |
| 2011 | CVPR | Auto-directed video stabilization with robust L1 optimal camera paths. | Matthias Grundmann, Vivek Kwatra, Irfan A. Essa |
| 2011 | ICCV | Gaussian process regression flow for analysis of motion trajectories. | Kihwan Kim, Dongryeol Lee, Irfan A. Essa |
| 2010 | CVPR | Discontinuous seam-carving for video retargeting. | Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan A. Essa |
| 2010 | CVPR | Efficient hierarchical graph-based video segmentation. | Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan A. Essa |
| 2010 | CVPR | Player localization using multiple static cameras for sports visualization. | Raffay Hamid, Ramkrishan K. Kumar, Matthias Grundmann, Kihwan Kim, Irfan A. Essa, Jessica K. Hodgins |
| 2010 | CVPR | Motion fields to predict play evolution in dynamic sport scenes. | Kihwan Kim, Matthias Grundmann, Ariel Shamir, Iain A. Matthews, Jessica K. Hodgins, Irfan A. Essa |
| 2010 | WWW | Modulating video credibility via visualization of quality evaluations. | Nicholas Diakopoulos, Irfan A. Essa |
| 2009 | CHI | Videolyzer: quality analysis of online informational video for bloggers and journalists. | Nicholas Diakopoulos, Sergio Goldenberg, Irfan A. Essa |
| 2009 | ICASSP | Learning the basic units in American Sign Language using discriminative segmental feature selection. | Pei Yin, Thad Starner, Harley Hamilton, Irfan A. Essa, James M. Rehg |
| 2009 | ISMAR | Augmenting Aerial Earth Maps with dynamic information. | Kihwan Kim, Sangmin Oh, Jeonggyu Lee, Irfan A. Essa |
| 2008 | AVI | Computational photography and video: interacting and creating with videos and images. | Irfan A. Essa |
| 2008 | ICASSP | Discriminative feature selection for hidden Markov models using Segmental Boosting. | Pei Yin, Irfan A. Essa, Thad Starner, James M. Rehg |
| 2008 | ICPR | 3D Shape Context and Distance Transform for action recognition. | Matthias Grundmann, Franziska Meier, Irfan A. Essa |
| 2008 | ISWC | Localization and 3D reconstruction of urban scenes using GPS. | Kihwan Kim, Jay Summet, Thad Starner, Daniel Ashbrook, Mrunal Kapade, Irfan A. Essa |
| 2007 | AAAI | Discovering Multivariate Motifs using Subsequence Density Estimation and Greedy Mixture Learning. | David Minnen, Charles Lee Isbell Jr., Irfan A. Essa, Thad Starner |
| 2007 | CVPR | Tree-based Classifiers for Bilayer Video Segmentation. | Pei Yin, Antonio Criminisi, John M. Winn, Irfan A. Essa |
| 2007 | ICASSP | Incorporating Phase Information for Source Separation via Spectrogram Factorization. | R. Mitchell Parry, Irfan A. Essa |
| 2007 | ICCV | Structure from Statistics - Unsupervised Activity Analysis using Suffix Trees. | Raffay Hamid, Siddhartha Maddi, Aaron F. Bobick, Irfan A. Essa |
| 2007 | ICDM | Detecting Subdimensional Motifs: An Efficient Algorithm for Generalized Multivariate Pattern Discovery. | David Minnen, Charles L. Isbell Jr., Irfan A. Essa, Thad Starner |
| 2007 | IJCAI | Improving Activity Discovery with Automatic Neighborhood Estimation. | David Minnen, Thad Starner, Irfan A. Essa, Charles Lee Isbell Jr. |
| 2007 | MICCAI | A Boosted Segmentation Method for Surgical Workflow Analysis. | Nicolas Padoy, Tobias Blum, Irfan A. Essa, Hubertus Feuner, Marie-Odile Berger, Nassir Navab |
| 2006 | CVPR | Element-Free Elastic Models for Volume Fitting and Capture. | Jaeil Choi, Andrzej Szymczak, Greg Turk, Irfan A. Essa |
| 2006 | CVPR | Learning Temporal Sequence Model from Partially Labeled Data. | Yifan Shi, Aaron F. Bobick, Irfan A. Essa |
| 2006 | ICASSP | Source Detection Using Repetitive Structure. | R. Mitchell Parry, Irfan A. Essa |
| 2006 | ISWC | Discovering Characteristic Actions from On-Body Sensor Data. | David Minnen, Thad Starner, Irfan A. Essa, Charles Lee Isbell Jr. |
| 2006 | UIST | Videotater: an approach for pen-based digital video segmentation and tagging. | Nicholas Diakopoulos, Irfan A. Essa |
| 2005 | CGI | Video-based nonphotorealistic and expressive illustration of motion. | ByungMoon Kim, Irfan A. Essa |
| 2005 | CVPR | Tracking Multiple Objects through Occlusions. | Yan Huang, Irfan A. Essa |
| 2005 | CVPR | Tracking Multiple Objects through Occlusions. | Yan Huang, Irfan A. Essa |
| 2005 | UAI | Unsupervised Activity Discovery and Characterization From Event-Streams. | Rafay Hammid, Siddhartha Maddi, Amos Y. Johnson, Aaron F. Bobick, Irfan A. Essa, Charles Lee Isbell Jr. |
| 2005 | UIST | Mediating photo collage authoring. | Nicholas Diakopoulos, Irfan A. Essa |
| 2004 | CVPR | Propagation Networks for Recognition of Partially Ordered Sequential Action. | Yifan Shi, Yan Huang, David Minnen, Aaron F. Bobick, Irfan A. Essa |
| 2004 | CVPR | Asymmetrically Boosted HMM for Speech Reading. | Pei Yin, Irfan A. Essa, James M. Rehg |
| 2004 | ECCV | Novel Skeletal Representation for Articulated Creatures. | Gabriel J. Brostow, Irfan A. Essa, Drew Steedly, Vivek Kwatra |
| 2004 | ESORICS | Parameterized Authentication. | Michael J. Covington, Mustaque Ahamad, Irfan A. Essa, H. Venkateswaran |
| 2003 | CVPR | ARGMode - Activity Recognition using Graphical Models. | Raffay Hamid, Yan Huang, Irfan A. Essa |
| 2003 | CVPR | Expectation Grammars: Leveraging High-Level Expectations for Activity Recognition. | David Minnen, Irfan A. Essa, Thad Starner |
| 2003 | ICCCN | Mandatory human participation: a new authentication scheme for building secure systems. | Jun Xu, Richard J. Lipton, Irfan A. Essa, Minho Sung, Yong Zhu |
| 2003 | ICCV | Spectral Partitioning for Structure from Motion. | Drew Steedly, Irfan A. Essa, Frank Dellaert |
| 2003 | ICMI | Perceptual user interfaces using vision-based eye tracking. | Ravikrishna Ruddarraju, Antonio Haro, Kris Nagel, Quan T. Tran, Irfan A. Essa, Gregory D. Abowd, Elizabeth D. Mynatt |
| 2002 | AAAI | Recognizing Multitasked Activities from Video Using Stochastic Context-Free Grammar. | Darnell J. Moore, Irfan A. Essa |
| 2002 | ICPR | Learning Video Processing by Example. | Antonio Haro, Irfan A. Essa |
| 2002 | SCA | Controlled animation of video sprites. | Arno Schdl, Irfan A. Essa |
| 2001 | CVPR | Depth Layers from Occlusions. | Arno Schdl, Irfan A. Essa |
| 2001 | ICCV | Propagation of Innovative Information in Non-Linear Least-Squares Structure from Motion. | Drew Steedly, Irfan A. Essa |
| 2001 | SIGGRAPH | Image-based motion blur for stop motion animation. | Gabriel J. Brostow, Irfan A. Essa |
| 2000 | CHI | Living laboratories: the future computing environments group at the Georgia Institute of Technology. | Gregory D. Abowd, Christopher G. Atkeson, Aaron F. Bobick, Irfan A. Essa, Blair MacIntyre, Elizabeth D. Mynatt, Thad E. Starner |
| 2000 | CHI | A non-invasive computer vision system for reliable eye tracking. | Antonio Haro, Irfan A. Essa, Myron Flickner |
| 2000 | CVPR | Detecting and Tracking Eyes by Using Their Physiological Properties, Dynamics, and Appearance. | Antonio Haro, Myron Flickner, Irfan A. Essa |
| 2000 | SIGGRAPH | Video textures. | Arno Schdl, Richard Szeliski, David Salesin, Irfan A. Essa |
| 1999 | ICCV | Motion based Decompositing of Video. | Gabriel J. Brostow, Irfan A. Essa |
| 1999 | ICCV | Exploiting Human Actions and Object Context for Recognition Tasks. | Darnell J. Moore, Irfan A. Essa, Monson H. Hayes |
| 1999 | PDPTA | Adaptive Parallelization of Model-Based Head Tracking. | Arno Schdl, Karsten Schwan, Irfan A. Essa |
| 1996 | ICPR | Motion regularization for model-based head tracking. | Sumit Basu, Irfan A. Essa, Alex Pentland |
| 1995 | ICCV | Facial Expression Recognition Using a Dynamic Model and Motion Energy. | Irfan A. Essa, Alex Pentland |
| 1994 | CVPR | A vision system for observing and extracting facial action parameters. | Irfan A. Essa, Alex Pentland |