NanoTrack: An Enhanced MOT Method by Recycling Low-score Detections from Light-weight Object Detector

Author:

Li Weijia1ORCID,Chen Liyuan1ORCID,Cai Junzhi1ORCID,Tong Lihan1ORCID,Chen Erkang1ORCID,Huang Bin1ORCID

Affiliation:

1. Jimei University, China

Funder

Natural Science Foundation of Fujian Province

Publisher

ACM

Reference16 articles.

1. Nir Aharon, Roy Orfaig, and Ben-Zion Bobrovsky. 2022. BoT-SORT: Robust associations multi-pedestrian tracking. arXiv preprint arXiv:2206.14651 (2022).

2. Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking

3. Patrick Dendorfer, Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cremers, Ian Reid, Stefan Roth, Konrad Schindler, and Laura Leal-Taixé. 2020. Mot20: A benchmark for multi object tracking in crowded scenes. arXiv preprint arXiv:2003.09003 (2020).

4. Yunhao Du, Zhicheng Zhao, Yang Song, Yanyun Zhao, Fei Su, Tao Gong, and Hongying Meng. 2023. Strongsort: Make deepsort great again. IEEE Transactions on Multimedia (2023).

5. Glenn Jocher Ayush Chaurasia and Jing Qiu. 2023. Ultralytics YOLO. https://github.com/ultralytics/ultralytics

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