Collaborative deep metric learning for video understanding

J Lee, S Abu-El-Haija, B Varadarajan… - Proceedings of the 24th …, 2018 - dl.acm.org
The goal of video understanding is to develop algorithms that enable machines understand
videos at the level of human experts. Researchers have tackled various domains including …

The 2nd youtube-8m large-scale video understanding challenge

J Lee, W Reade, R Sukthankar… - Proceedings of the …, 2018 - openaccess.thecvf.com
We hosted the 2nd YouTube-8M Large-Scale Video Understanding Kaggle Challenge and
Workshop at ECCV'18, with the task of classifying videos from frame-level and video-level …

Large-scale training framework for video annotation

SJ Hwang, J Lee, B Varadarajan, A Gordon… - Proceedings of the 25th …, 2019 - dl.acm.org
Video is one of the richest sources of information available online but extracting deep
insights from video content at internet scale is still an open problem, both in terms of depth …

Large-scale video analysis and understanding

Z Xu - 2017 - opus.lib.uts.edu.au
Video understanding is a complex task in computer vision, which requires not only
recognizing objects, persons, and scenes, but also capturing and remembering the changes …