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cs.CV2023
Learning Online Policies for Person Tracking in Multi-View Environments
Keivan Nalaie, Rong Zheng
In this paper, we introduce MVSparse, a novel and efficient framework for cooperative multi-person tracking across multiple synchronized cameras. The MVSparse system is comprised o…
cs.CV2022
AttTrack: Online Deep Attention Transfer for Multi-object Tracking
Keivan Nalaie, Rong Zheng
Multi-object tracking (MOT) is a vital component of intelligent video analytics applications such as surveillance and autonomous driving. The time and storage complexity required t…
cs.CV2021
DeepScale: Online Frame Size Adaptation for Multi-object Tracking on Smart Cameras and Edge Servers
Keivan Nalaie, Renjie Xu, Rong Zheng
In surveillance and search and rescue applications, it is important to perform multi-target tracking (MOT) in real-time on low-end devices. Today's MOT solutions employ deep neural…