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Hierarchical Modeling for Task Recognition and Action Segmentation in Weakly-Labeled Instructional Videos
Reza Ghoddoosian, Saif Sayed, Vassilis Athitsos
This paper focuses on task recognition and action segmentation in weakly-labeled instructional videos, where only the ordered sequence of video-level actions is available during tr…
Deep Feature Tracker: A Novel Application for Deep Convolutional Neural Networks
Mostafa Parchami, Saif Iftekar Sayed
Feature tracking is the building block of many applications such as visual odometry, augmented reality, and target tracking. Unfortunately, the state-of-the-art vision-based tracki…
Action Duration Prediction for Segment-Level Alignment of Weakly-Labeled Videos
Reza Ghoddoosian, Saif Sayed, Vassilis Athitsos
This paper focuses on weakly-supervised action alignment, where only the ordered sequence of video-level actions is available for training. We propose a novel Duration Network, whi…