Publications (31)
Unsupervised Activity Discovery and Characterization From Event-Streams
Rafay Hammid, Siddhartha Maddi, Amos Johnson +3
Audio-Visual Scene-Aware Dialog
Huda Alamri, Vincent Cartillier, Abhishek Das +9
Object category learning and retrieval with weak supervision
Steven Hickson, Anelia Angelova, Irfan Essa +1
Video and Accelerometer-Based Motion Analysis for Automated Surgical Skills Assessment
Aneeq Zia, Yachna Sharma, Vinay Bettadapura +2
Embodied Question Answering in Photorealistic Environments with Point Cloud Perception
Erik Wijmans, Samyak Datta, Oleksandr Maksymets +6
Eyemotion: Classifying facial expressions in VR using eye-tracking cameras
Steven Hickson, Nick Dufour, Avneesh Sud +2
One-Shot Learning for Semantic Segmentation
Amirreza Shaban, Shray Bansal, Zhen Liu +2
Leveraging Context to Support Automated Food Recognition in Restaurants
Vinay Bettadapura, Edison Thomaz, Aman Parnami +2
Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction
Steven Hickson, Karthik Raveendran, Alireza Fathi +2
Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition
Vinay Bettadapura, Grant Schindler, Thomaz Plotz +1
Beyond Sentiment: The Manifold of Human Emotions
Seungyeon Kim, Fuxin Li, Guy Lebanon +1
Novel evaluation of surgical activity recognition models using task-based efficiency metrics
Aneeq Zia, Liheng Guo, Linlin Zhou +2
Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition
Unaiza Ahsan, Rishi Madhok, Irfan Essa
Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy using Deep Learning
Aneeq Zia, Andrew Hung, Irfan Essa +1
Semantic Instance Labeling Leveraging Hierarchical Segmentation
Steven Hickson, Irfan Essa, Henrik Christensen
Let's Dance: Learning From Online Dance Videos
Daniel Castro, Steven Hickson, Patsorn Sangkloy +4
Geometric Context from Videos
S. Hussain Raza, Matthias Grundmann, Irfan Essa
Egocentric Field-of-View Localization Using First-Person Point-of-View Devices
Vinay Bettadapura, Irfan Essa, Caroline Pantofaru
Discovering Picturesque Highlights from Egocentric Vacation Videos
Vinay Bettadapura, Daniel Castro, Irfan Essa
Depth Extraction from Videos Using Geometric Context and Occlusion Boundaries
S. Hussain Raza, Omar Javed, Aveek Das +3
DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks
Unaiza Ahsan, Chen Sun, Irfan Essa
Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer
Jonathan C Balloch, Varun Agrawal, Irfan Essa +1
The Manifold of Human Emotions
Seungyeon Kim, Fuxin Li, Guy Lebanon +1
Leveraging Contextual Cues for Generating Basketball Highlights
Vinay Bettadapura, Caroline Pantofaru, Irfan Essa
Automated Surgical Skill Assessment in RMIS Training
Aneeq Zia, Irfan Essa
Complex Event Recognition from Images with Few Training Examples
Unaiza Ahsan, Chen Sun, James Hays +1
End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features
Chiori Hori, Huda Alamri, Jue Wang +10
Predicting Daily Activities From Egocentric Images Using Deep Learning
Daniel Castro, Steven Hickson, Vinay Bettadapura +4
Efficient Hierarchical Graph-Based Segmentation of RGBD Videos
Steven Hickson, Stan Birchfield, Irfan Essa +1
Finding Temporally Consistent Occlusion Boundaries in Videos using Geometric Context
S. Hussain Raza, Ahmad Humayun, Matthias Grundmann +2
Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7
Huda Alamri, Vincent Cartillier, Raphael Gontijo Lopes +8