3 papers
cs.CV2024
Pseudo Dataset Generation for Out-of-Domain Multi-Camera View Recommendation
Kuan-Ying Lee, Qian Zhou, Klara Nahrstedt
Multi-camera systems are indispensable in movies, TV shows, and other media. Selecting the appropriate camera at every timestamp has a decisive impact on production quality and aud…
cs.NI2023
DeepStream: Bandwidth Efficient Multi-Camera Video Streaming for Deep Learning Analytics
Hongpeng Guo, Beitong Tian, Zhe Yang +5
Deep learning video analytic systems process live video feeds from multiple cameras with computer vision models deployed on edge or cloud. To optimize utility for these systems, wh…
cs.MM2023
360TripleView: 360-Degree Video View Management System Driven by Convergence Value of Viewing Preferences
Qian Zhou, Michael Zink, Ramesh Sitaraman +1
360-degree video has become increasingly popular in content consumption. However, finding the viewing direction for important content within each frame poses a significant challeng…