Laser & Optoelectronics Progress, Volume. 60, Issue 6, 0610014(2023)
Multitarget Real-Time Tracking Algorithm Based on Transformer and BYTE Data
[1] Bewley A, Ge Z Y, Ott L et al. Simple online and realtime tracking[C], 3464-3468(2016).
[2] Wojke N, Bewley A, Paulus D. Simple online and realtime tracking with a deep association metric[C], 3645-3649(2017).
[3] Zhang X S, Shen Q. Multitarget tracking algorithm based on an improved YOLOv3 algorithm[J]. Laser & Optoelectronics Progress, 58, 1610004(2021).
[4] Wang Z D, Zheng L, Liu Y X et al. Towards real-time multi-object tracking[M]. Vedaldi A, Bischof H, Brox T, et al. Computer vision-ECCV 2020. Lecture notes in computer science, 12356, 107-122(2020).
[5] Zhou X Y, Koltun V, Krähenbühl P. Tracking objects as points[M]. Vedaldi A, Bischof H, Brox T, et al. Computer Vision-ECCV 2020. Lecture notes in computer science, 12349, 474-490(2020).
[10] Hu J, Shen L, Albanie S et al. Squeeze-and-excitation networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 42, 2011-2023(2020).
[11] Woo S, Park J, Lee J Y et al. CBAM: convolutional block attention module[M]. Ferrari V, Hebert M, Sminchisescu C, et al. Computer vision-ECCV 2018. Lecture notes in computer science, 11211, 3-19(2018).
[13] Zhu J, Yang H, Liu N et al. Online multi-object tracking with dual matching attention networks[M]. Ferrari V, Hebert M, Sminchisescu C, et al. Computer vision-ECCV 2018. Lecture notes in computer science, 11209, 379-396(2018).
[15] Ess A, Leibe B, Schindler K et al. A mobile vision system for robust multi-person tracking[C](2008).
[16] Zhang S S, Benenson R, Schiele B. CityPersons: a diverse dataset for pedestrian detection[C], 4457-4465(2017).
[19] Pang B, Li Y Z, Zhang Y F et al. TubeTK: adopting tubes to track multi-object in a one-step training model[C], 6307-6317(2020).
Get Citation
Copy Citation Text
Hao Pan, Xiang Liu, Jingwen Zhao, Xing Zhang. Multitarget Real-Time Tracking Algorithm Based on Transformer and BYTE Data[J]. Laser & Optoelectronics Progress, 2023, 60(6): 0610014
Category: Image Processing
Received: Jan. 11, 2022
Accepted: Jan. 24, 2022
Published Online: Mar. 16, 2023
The Author Email: Liu Xiang (xliu@sues.edu.cn)