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Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Sep 16, 2023 · Artificial Intelligence

Understanding DeepSort: A Classic Multi-Object Tracking Algorithm

This article introduces the fundamentals of object tracking in computer vision, explains classic algorithms such as SORT and its deep learning extension DeepSort, describes their underlying mechanisms including Kalman filtering, Hungarian assignment, feature extraction via CNNs, and provides references and code resources for further study.

CNNDeepSortHungarian Algorithm
0 likes · 10 min read
Understanding DeepSort: A Classic Multi-Object Tracking Algorithm
Youku Technology
Youku Technology
Aug 6, 2020 · Artificial Intelligence

Recent ACM MM Papers Accepted by Alibaba Entertainment Group

Alibaba Entertainment Group secured four ACM MM paper acceptances, presenting a probabilistic graphical model for crowdsourced visual quality assessment, an attention‑driven Siamese network with reinforcement learning for robust object tracking, a scene‑aware context‑graph method for unsupervised video anomaly detection, and a cross‑modal graph‑matching approach for visual grounding.

Graph Neural NetworksObject Trackingcomputer vision
0 likes · 6 min read
Recent ACM MM Papers Accepted by Alibaba Entertainment Group