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ORCIDIrfan A. Essa
Irfan Essa
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- affiliation: Georgia Institute of Technology, Atlanta GA, USA
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2020 – today
- 2023
[c145]Yi-Hao Peng
, Peggy Chi, Anjuli Kannan, Meredith Ringel Morris, Irfan Essa:
Slide Gestalt: Automatic Structure Extraction in Slide Decks for Non-Visual Access. CHI 2023: 829:1-829:14- [c144]Harish Haresamudram, Irfan Essa, Thomas Plötz:
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition. PERCOM 2023: 232-241 - [i61]Erik Wijmans, Manolis Savva, Irfan Essa, Stefan Lee, Ari S. Morcos, Dhruv Batra:
Emergence of Maps in the Memories of Blind Navigation Agents. CoRR abs/2301.13261 (2023) - [i60]Dina Bashkirova, José Lezama, Kihyuk Sohn, Kate Saenko, Irfan Essa:
MaskSketch: Unpaired Structure-guided Masked Image Generation. CoRR abs/2302.05496 (2023) - [i59]Daniel Nkemelu, Harshil Shah, Irfan Essa, Michael L. Best:
Tackling Hate Speech in Low-resource Languages with Context Experts. CoRR abs/2303.16828 (2023) - 2022
- [j23]Harish Haresamudram, Irfan Essa, Thomas Plötz:
Assessing the State of Self-Supervised Human Activity Recognition Using Wearables. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(3): 116:1-116:47 (2022) - [c143]Erik Wijmans, Irfan Essa, Dhruv Batra:
How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget. AAMAS 2022: 1762-1764 - [c142]José Lezama, Huiwen Chang, Lu Jiang, Irfan Essa:
Improved Masked Image Generation with Token-Critic. ECCV (23) 2022: 70-86 - [c141]Xiang Kong, Lu Jiang, Huiwen Chang, Han Zhang, Yuan Hao, Haifeng Gong, Irfan Essa:
BLT: Bidirectional Layout Transformer for Controllable Layout Generation. ECCV (17) 2022: 474-490 - [c140]Chengzhi Mao, Lu Jiang, Mostafa Dehghani, Carl Vondrick, Rahul Sukthankar, Irfan Essa:
Discrete Representations Strengthen Vision Transformer Robustness. ICLR 2022 - [c139]K. Niranjan Kumar, Irfan Essa, Sehoon Ha:
Graph-based Cluttered Scene Generation and Interactive Exploration using Deep Reinforcement Learning. ICRA 2022: 7521-7527 - [c138]Erik Wijmans, Irfan Essa, Dhruv Batra:
VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement. NeurIPS 2022 - [c137]Peggy Chi, Tao Dong, Christian Früh, Brian Colonna, Vivek Kwatra, Irfan Essa:
Synthesis-Assisted Video Prototyping From a Document. UIST 2022: 16:1-16:10 - [c136]Steven Hickson, Karthik Raveendran, Irfan A. Essa:
Sharing Decoders: Network Fission for Multi-task Pixel Prediction. WACV 2022: 3655-3664 - [i58]Karan Samel, Zelin Zhao, Binghong Chen, Shuang Li, Dharmashankar Subramanian, Irfan Essa, Le Song:
Learning Temporal Rules from Noisy Timeseries Data. CoRR abs/2202.05403 (2022) - [i57]Harish Haresamudram, Irfan Essa, Thomas Plötz:
Assessing the State of Self-Supervised Human Activity Recognition using Wearables. CoRR abs/2202.12938 (2022) - [i56]José Lezama, Huiwen Chang, Lu Jiang, Irfan Essa:
Improved Masked Image Generation with Token-Critic. CoRR abs/2209.04439 (2022) - [i55]Kihyuk Sohn, Yuan Hao, José Lezama, Luisa Polania, Huiwen Chang, Han Zhang, Irfan Essa, Lu Jiang:
Visual Prompt Tuning for Generative Transfer Learning. CoRR abs/2210.00990 (2022) - [i54]Erik Wijmans, Irfan Essa, Dhruv Batra:
VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement. CoRR abs/2210.05064 (2022) - [i53]Daniel Scarafoni, Irfan Essa, Thomas Ploetz:
Finding Islands of Predictability in Action Forecasting. CoRR abs/2210.07354 (2022) - [i52]Apoorva Beedu, Huda AlAmri, Irfan Essa:
Video based Object 6D Pose Estimation using Transformers. CoRR abs/2210.13540 (2022) - [i51]Huda AlAmri, Anthony Bilic, Michael Hu, Apoorva Beedu, Irfan Essa:
End-to-End Multimodal Representation Learning for Video Dialog. CoRR abs/2210.14512 (2022) - [i50]Hyeongju Choi, Apoorva Beedu, Harish Haresamudram, Irfan Essa:
Multi-Stage Based Feature Fusion of Multi-Modal Data for Human Activity Recognition. CoRR abs/2211.04331 (2022) - [i49]Harish Haresamudram, Irfan Essa, Thomas Ploetz:
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition. CoRR abs/2211.06173 (2022) - [i48]Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang:
MAGVIT: Masked Generative Video Transformer. CoRR abs/2212.05199 (2022) - [i47]K. Niranjan Kumar, Irfan Essa, Sehoon Ha:
Cascaded Compositional Residual Learning for Complex Interactive Behaviors. CoRR abs/2212.08954 (2022) - 2021
- [j22]Harish Haresamudram, Irfan A. Essa, Thomas Plötz:
Contrastive Predictive Coding for Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(2): 65:1-65:26 (2021) - [c135]Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa, Dhruv Batra:
Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views. AAAI 2021: 964-972 - [c134]A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo, Irfan Essa:
Unsupervised Discovery of Actions in Instructional Videos. BMVC 2021: 283 - [c133]Anh Truong, Peggy Chi, David Salesin, Irfan Essa, Maneesh Agrawala:
Automatic Generation of Two-Level Hierarchical Tutorials from Instructional Makeup Videos. CHI 2021: 108:1-108:16 - [c132]Tianhao Zhang, Hung-Yu Tseng, Lu Jiang, Weilong Yang, Honglak Lee, Irfan Essa:
Text as Neural Operator: Image Manipulation by Text Instruction. ACM Multimedia 2021: 1893-1902 - [c131]Peggy Chi, Nathan Frey, Katrina Panovich, Irfan Essa:
Automatic Instructional Video Creation from a Markdown-Formatted Tutorial. UIST 2021: 677-690 - [i46]Dan Scarafoni, Irfan Essa, Thomas Ploetz:
PLAN-B: Predicting Likely Alternative Next Best Sequences for Action Prediction. CoRR abs/2103.15987 (2021) - [i45]Nathan Frey, Peggy Chi, Weilong Yang, Irfan Essa:
Automatic Non-Linear Video Editing Transfer. CoRR abs/2105.06988 (2021) - [i44]A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo, Irfan A. Essa:
Unsupervised Action Segmentation for Instructional Videos. CoRR abs/2106.03738 (2021) - [i43]A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo, Irfan A. Essa:
Unsupervised Discovery of Actions in Instructional Videos. CoRR abs/2106.14733 (2021) - [i42]K. Niranjan Kumar, Irfan Essa, Sehoon Ha:
Graph-based Cluttered Scene Generation and Interactive Exploration using Deep Reinforcement Learning. CoRR abs/2109.10460 (2021) - [i41]Chengzhi Mao, Lu Jiang, Mostafa Dehghani, Carl Vondrick, Rahul Sukthankar, Irfan Essa:
Discrete Representations Strengthen Vision Transformer Robustness. CoRR abs/2111.10493 (2021) - [i40]Apoorva Beedu, Zhile Ren, Varun Agrawal, Irfan Essa:
VideoPose: Estimating 6D object pose from videos. CoRR abs/2111.10677 (2021) - [i39]Xiang Kong, Lu Jiang, Huiwen Chang, Han Zhang, Yuan Hao, Haifeng Gong, Irfan Essa:
BLT: Bidirectional Layout Transformer for Controllable Layout Generation. CoRR abs/2112.05112 (2021) - 2020
- [c130]Hsin-Ying Lee, Lu Jiang, Irfan Essa, Phuong B. Le, Haifeng Gong, Ming-Hsuan Yang, Weilong Yang:
Neural Design Network: Graphic Layout Generation with Constraints. ECCV (3) 2020: 491-506 - [c129]Erik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee, Irfan Essa, Devi Parikh, Manolis Savva, Dhruv Batra:
DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames. ICLR 2020 - [c128]Harish Haresamudram, Apoorva Beedu, Varun Agrawal, Patrick L. Grady, Irfan A. Essa, Judy Hoffman, Thomas Plötz:
Masked reconstruction based self-supervision for human activity recognition. ISWC 2020: 45-49 - [c127]Peggy Chi, Zheng Sun, Katrina Panovich, Irfan Essa:
Automatic Video Creation From a Web Page. UIST 2020: 279-292 - [i38]Erik Wijmans, Julian Straub, Dhruv Batra, Irfan Essa, Judy Hoffman, Ari Morcos:
Analyzing Visual Representations in Embodied Navigation Tasks. CoRR abs/2003.05993 (2020) - [i37]Tianhao Zhang, Hung-Yu Tseng, Lu Jiang, Honglak Lee, Irfan Essa, Weilong Yang:
Text as Neural Operator: Image Manipulation by Text Instruction. CoRR abs/2008.04556 (2020) - [i36]Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa, Dhruv Batra:
Semantic MapNet: Building Allocentric SemanticMaps and Representations from Egocentric Views. CoRR abs/2010.01191 (2020) - [i35]Harish Haresamudram, Irfan A. Essa, Thomas Ploetz:
Contrastive Predictive Coding for Human Activity Recognition. CoRR abs/2012.05333 (2020) - [i34]Erik Wijmans, Irfan Essa, Dhruv Batra:
How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget. CoRR abs/2012.06117 (2020)
2010 – 2019
- 2019
- [j21]Aneeq Zia, Liheng Guo, Linlin Zhou, Irfan A. Essa, Anthony M. Jarc:
Novel evaluation of surgical activity recognition models using task-based efficiency metrics. Int. J. Comput. Assist. Radiol. Surg. 14(12): 2155-2163 (2019) - [c126]Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra:
Embodied Question Answering in Photorealistic Environments With Point Cloud Perception. CVPR 2019: 6659-6668 - [c125]Huda AlAmri, Vincent Cartillier, Abhishek Das, Jue Wang, Anoop Cherian, Irfan Essa, Dhruv Batra, Tim K. Marks, Chiori Hori, Peter Anderson, Stefan Lee, Devi Parikh:
Audio Visual Scene-Aware Dialog. CVPR 2019: 7558-7567 - [c124]Chiori Hori, Huda AlAmri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh:
End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features. ICASSP 2019: 2352-2356 - [c123]Steven Hickson, Karthik Raveendran, Alireza Fathi, Kevin Murphy, Irfan A. Essa:
Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction. ICCV Workshops 2019: 4065-4074 - [c122]Luke Drnach, Jessica L. Allen, Irfan Essa, Lena H. Ting:
A Data-Driven Predictive Model of Individual-Specific Effects of FES on Human Gait Dynamics. ICRA 2019: 5090-5096 - [c121]Unaiza Ahsan, Rishi Madhok, Irfan A. Essa:
Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition. WACV 2019: 179-189 - [c120]Steven Hickson, Nick Dufour, Avneesh Sud, Vivek Kwatra, Irfan A. Essa:
Eyemotion: Classifying Facial Expressions in VR Using Eye-Tracking Cameras. WACV 2019: 1626-1635 - [i33]Huda AlAmri, Vincent Cartillier, Abhishek Das, Jue Wang, Stefan Lee, Peter Anderson, Irfan Essa, Devi Parikh, Dhruv Batra, Anoop Cherian, Tim K. Marks, Chiori Hori:
Audio-Visual Scene-Aware Dialog. CoRR abs/1901.09107 (2019) - [i32]Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra:
Embodied Question Answering in Photorealistic Environments with Point Cloud Perception. CoRR abs/1904.03461 (2019) - [i31]Steven Hickson, Karthik Raveendran, Alireza Fathi, Kevin Murphy, Irfan A. Essa:
Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction. CoRR abs/1906.06792 (2019) - [i30]Aneeq Zia, Liheng Guo, Linlin Zhou, Irfan A. Essa, Anthony M. Jarc:
Novel evaluation of surgical activity recognition models using task-based efficiency metrics. CoRR abs/1907.02060 (2019) - [i29]Niranjan Kumar Kannabiran, Irfan Essa, C. Karen Liu:
Estimating Mass Distribution of Articulated Objects through Physical Interaction. CoRR abs/1907.03964 (2019) - [i28]Erik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee, Irfan Essa, Devi Parikh, Manolis Savva, Dhruv Batra:
Decentralized Distributed PPO: Solving PointGoal Navigation. CoRR abs/1911.00357 (2019) - [i27]Hsin-Ying Lee, Weilong Yang, Lu Jiang, Madison Le, Irfan Essa, Haifeng Gong, Ming-Hsuan Yang:
Neural Design Network: Graphic Layout Generation with Constraints. CoRR abs/1912.09421 (2019) - 2018
- [j20]Aneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric L. Sarin, Irfan A. Essa:
Video and accelerometer-based motion analysis for automated surgical skills assessment. Int. J. Comput. Assist. Radiol. Surg. 13(3): 443-455 (2018) - [j19]Aneeq Zia, Irfan A. Essa:
Automated surgical skill assessment in RMIS training. Int. J. Comput. Assist. Radiol. Surg. 13(5): 731-739 (2018) - [c119]Luke Drnach, Irfan Essa, Lena H. Ting:
Identifying Gait Phases from Joint Kinematics during Walking with Switched Linear Dynamical Systems. BioRob 2018: 1181-1186 - [c118]Aneeq Zia, Andrew Hung, Irfan A. Essa, Anthony M. Jarc:
Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy Using Deep Learning. MICCAI (4) 2018: 273-280 - [c117]Erkam Uzun, Simon Pak Ho Chung, Irfan Essa, Wenke Lee:
rtCaptcha: A Real-Time CAPTCHA Based Liveness Detection System. NDSS 2018 - [i26]Unaiza Ahsan, Chen Sun, Irfan A. Essa:
DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks. CoRR abs/1801.07230 (2018) - [i25]Daniel Castro, Steven Hickson, Patsorn Sangkloy, Bhavishya Mittal, Sean Dai, James Hays, Irfan A. Essa:
Let's Dance: Learning From Online Dance Videos. CoRR abs/1801.07388 (2018) - [i24]Steven Hickson, Stan Birchfield, Irfan A. Essa, Henrik I. Christensen:
Efficient Hierarchical Graph-Based Segmentation of RGBD Videos. CoRR abs/1801.08981 (2018) - [i23]Steven Hickson, Anelia Angelova, Irfan A. Essa, Rahul Sukthankar:
Object category learning and retrieval with weak supervision. CoRR abs/1801.08985 (2018) - [i22]Aneeq Zia, Andrew Hung, Irfan A. Essa, Anthony M. Jarc:
Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy using Deep Learning. CoRR abs/1806.00466 (2018) - [i21]Huda AlAmri, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Jue Wang, Irfan Essa, Dhruv Batra, Devi Parikh, Anoop Cherian, Tim K. Marks, Chiori Hori:
Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7. CoRR abs/1806.00525 (2018) - [i20]Chiori Hori, Huda AlAmri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh:
End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features. CoRR abs/1806.08409 (2018) - [i19]Unaiza Ahsan, Rishi Madhok, Irfan A. Essa:
Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition. CoRR abs/1808.07507 (2018) - [i18]Jonathan C. Balloch, Varun Agrawal, Irfan Essa, Sonia Chernova:
Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer. CoRR abs/1809.03676 (2018) - 2017
- [j18]Thomas B. Moeslund, Graham A. Thomas, Adrian Hilton, Peter Carr, Irfan Essa:
Computer Vision in Sports. Comput. Vis. Image Underst. 159: 1-2 (2017) - [c116]Amirreza Shaban, Shray Bansal, Zhen Liu, Irfan Essa, Byron Boots:
One-Shot Learning for Semantic Segmentation. BMVC 2017 - [c115]Julia Deeb-Swihart, Christopher Polack, Eric Gilbert, Irfan A. Essa:
Selfie-Presentation in Everyday Life: A Large-Scale Characterization of Selfie Contexts on Instagram. ICWSM 2017: 42-51 - [c114]Unaiza Ahsan, Munmun De Choudhury, Irfan A. Essa:
Towards using visual attributes to infer image sentiment of social events. IJCNN 2017: 1372-1379 - [c113]Edison Thomaz, Abdelkareem Bedri, Temiloluwa Prioleau, Irfan A. Essa, Gregory D. Abowd:
Exploring Symmetric and Asymmetric Bimanual Eating Detection with Inertial Sensors on the Wrist. DigitalBioMarker@MobiSys 2017: 21-26 - [c112]Unaiza Ahsan, Chen Sun, James Hays, Irfan A. Essa:
Complex Event Recognition from Images with Few Training Examples. WACV 2017: 669-678 - [p1]Edison Thomaz, Irfan A. Essa, Gregory D. Abowd:
Challenges and Opportunities in Automated Detection of Eating Activity. Mobile Health - Sensors, Analytic Methods, and Applications 2017: 151-174 - [i17]Unaiza Ahsan, Chen Sun, James Hays, Irfan A. Essa:
Complex Event Recognition from Images with Few Training Examples. CoRR abs/1701.04769 (2017) - [i16]Aneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric L. Sarin, Irfan A. Essa:
Video and Accelerometer-Based Motion Analysis for Automated Surgical Skills Assessment. CoRR abs/1702.07772 (2017) - [i15]Steven Hickson, Nick Dufour, Avneesh Sud, Vivek Kwatra, Irfan A. Essa:
Eyemotion: Classifying facial expressions in VR using eye-tracking cameras. CoRR abs/1707.07204 (2017) - [i14]Steven Hickson, Irfan A. Essa, Henrik I. Christensen:
Semantic Instance Labeling Leveraging Hierarchical Segmentation. CoRR abs/1708.00946 (2017) - [i13]Amirreza Shaban, Shray Bansal, Zhen Liu, Irfan Essa, Byron Boots:
One-Shot Learning for Semantic Segmentation. CoRR abs/1709.03410 (2017) - [i12]Aneeq Zia, Irfan A. Essa:
Automated Surgical Skill Assessment in RMIS Training. CoRR abs/1712.08604 (2017) - 2016
- [j17]Aneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric L. Sarin, Thomas Ploetz, Mark A. Clements, Irfan A. Essa:
Automated video-based assessment of surgical skills for training and evaluation in medical schools. Int. J. Comput. Assist. Radiol. Surg. 11(9): 1623-1636 (2016) - [c111]Vinay Bettadapura, Caroline Pantofaru, Irfan A. Essa:
Leveraging Contextual Cues for Generating Basketball Highlights. ACM Multimedia 2016: 908-917 - [c110]Vinay Bettadapura, Daniel Castro, Irfan A. Essa:
Discovering picturesque highlights from egocentric vacation videos. WACV 2016: 1-9 - [i11]Vinay Bettadapura, Daniel Castro, Irfan A. Essa:
Discovering Picturesque Highlights from Egocentric Vacation Videos. CoRR abs/1601.04406 (2016) - [i10]Vinay Bettadapura, Caroline Pantofaru, Irfan A. Essa:
Leveraging Contextual Cues for Generating Basketball Highlights. CoRR abs/1606.08955 (2016) - 2015
- [c109]Edison Thomaz, Irfan A. Essa, Gregory D. Abowd:
A practical approach for recognizing eating moments with wrist-mounted inertial sensing. UbiComp 2015: 1029-1040 - [c108]Daniel Castro, Steven Hickson, Vinay Bettadapura, Edison Thomaz, Gregory D. Abowd, Henrik I. Christensen, Irfan A. Essa:
Predicting daily activities from egocentric images using deep learning. ISWC 2015: 75-82 - [c107]Edison Thomaz, Cheng Zhang, Irfan A. Essa, Gregory D. Abowd:
Inferring Meal Eating Activities in Real World Settings from Ambient Sounds: A Feasibility Study. IUI 2015: 427-431 - [c106]Aneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric L. Sarin, Mark A. Clements, Irfan A. Essa:
Automated Assessment of Surgical Skills Using Frequency Analysis. MICCAI (1) 2015: 430-438 - [c105]Vinay Bettadapura, Edison Thomaz, Aman Parnami, Gregory D. Abowd, Irfan A. Essa:
Leveraging Context to Support Automated Food Recognition in Restaurants. WACV 2015: 580-587 - [c104]Vinay Bettadapura, Irfan A. Essa, Caroline Pantofaru:
Egocentric Field-of-View Localization Using First-Person Point-of-View Devices. WACV 2015: 626-633 - [c103]S. Hussain Raza, Ahmad Humayun, Irfan A. Essa, Matthias Grundmann, David Anderson:
Finding Temporally Consistent Occlusion Boundaries in Videos Using Geometric Context. WACV 2015: 1022-1029 - [c102]Steven Hickson, Irfan A. Essa, Henrik I. Christensen:
Semantic Instance Labeling Leveraging Hierarchical Segmentation. WACV 2015: 1068-1075 - [i9]Daniel Castro, Steven Hickson, Vinay Bettadapura, Edison Thomaz, Gregory D. Abowd, Henrik I. Christensen, Irfan A. Essa:
Predicting Daily Activities From Egocentric Images Using Deep Learning. CoRR abs/1510.01576 (2015) - [i8]Vinay Bettadapura, Grant Schindler, Thomas Plötz, Irfan A. Essa:
Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition. CoRR abs/1510.02071 (2015) - [i7]Vinay Bettadapura, Irfan A. Essa, Caroline Pantofaru:
Egocentric Field-of-View Localization Using First-Person Point-of-View Devices. CoRR abs/1510.02073 (2015) - [i6]Vinay Bettadapura, Edison Thomaz, Aman Parnami, Gregory D. Abowd, Irfan A. Essa:
Leveraging Context to Support Automated Food Recognition in Restaurants. CoRR abs/1510.02078 (2015) - [i5]S. Hussain Raza, Omar Javed, Aveek Das, Harpreet S. Sawhney, Hui Cheng, Irfan A. Essa:
Depth Extraction from Videos Using Geometric Context and Occlusion Boundaries. CoRR abs/1510.07317 (2015) - [i4]S. Hussain Raza, Matthias Grundmann, Irfan A. Essa:
Geometric Context from Videos. CoRR abs/1510.07320 (2015) - [i3]S. Hussain Raza, Ahmad Humayun, Matthias Grundmann, David Anderson, Irfan A. Essa:
Finding Temporally Consistent Occlusion Boundaries in Videos using Geometric Context. CoRR abs/1510.07323 (2015) - 2014
- [j16]Raffay Hamid, Ramkrishan K. Kumar, Jessica K. Hodgins, Irfan A. Essa:
A visualization framework for team sports captured using multiple static cameras. Comput. Vis. Image Underst. 118: 171-183 (2014) - [c101]Syed Raza, Omar Javed, Aveek Das, Harpreet S. Sawhney, Hui Cheng, Irfan A. Essa:
Depth Extraction from Videos Using Geometric Context and Occlusion Boundaries. BMVC 2014 - [c100]Steven Hickson, Stan Birchfield, Irfan A. Essa, Henrik I. Christensen:
Efficient Hierarchical Graph-Based Segmentation of RGBD Videos. CVPR 2014: 344-351 - [c99]Unaiza Ahsan, Irfan A. Essa:
Clustering Social Event Images Using Kernel Canonical Correlation Analysis. CVPR Workshops 2014: 814-819 - [c98]Jonathan Bidwell, Irfan A. Essa, Agata Rozga, Gregory D. Abowd:
Measuring Child Visual Attention using Markerless Head Tracking from Color and Depth Sensing Cameras. ICMI 2014: 447-454 - [c97]Yachna Sharma, Thomas Plötz, Nils Y. Hammerla, Sebastian Mellor, Roisin McNaney, Patrick Olivier, Sandeep Deshmukh, Andrew McCaskie, Irfan A. Essa:
Automated surgical OSATS prediction from videos. ISBI 2014: 461-464 - 2013
- [c96]