15 citations · 37 across the 8 of their papers we have counts for
4 papers · 1 filter
Self-Supervised Multi-Object Tracking with Cross-Input Consistency
Favyen Bastani, Songtao He, Sam Madden
In this paper, we propose a self-supervised learning procedure for training a robust multi-object tracking (MOT) model given only unlabeled video. While several self-supervisory le…
MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics
Favyen Bastani, Sam Madden
Performing analytics tasks over large-scale video datasets is increasingly common in a wide range of applications. These tasks generally involve object detection and tracking opera…
TagMe: GPS-Assisted Automatic Object Annotation in Videos
Songtao He, Favyen Bastani, Mohammad Alizadeh +4
Training high-accuracy object detection models requires large and diverse annotated datasets. However, creating these data-sets is time-consuming and expensive since it relies on h…
SkyQuery: An Aerial Drone Video Sensing Platform
Favyen Bastani, Songtao He, Ziwen Jiang +2
Video-based sensing from aerial drones, especially small multirotor drones, can provide rich data for numerous applications, including traffic analysis (computing traffic flow volu…