期刊论文

Zhang, AJ

英文

Applied Sciences-Basel

2076-3417

2023

13

11

6422-

10.3390/app13116422

Conceptualization, B.M. and Z.C.; methodology, B.M. and Z.C.; validation, B.M. and A.Z.; formal analysis, B.M., Z.C. and H.L.; investigation, B.M, Z.C. and H.L.; resources, B.M. and Z.C.; data curation, B.M., Z.C. and H.L.; writing—original draft preparation, B.M.; writing—review and editing, B.M., Z.C. and H.L.; visualization, B.M.; supervision, Z.C. and H.L.; project administration, B.M. and A.Z.; funding acquisition, Z.C., H.L. and A.Z. All authors have read and agreed to the published version of the manuscript. This work was supported by the National Natural Science Foundation of China (grant No. 62077022) and the Research Project of National Collaborative Innovation Experimental Base for Teacher Development of Central China Normal University (grant No. CCNUTEIII 2021-21).

本校为第一机构

With the advantages of simple model structure and performance-speed balance, the single object tracking (SOT) model based on a Transformer has become a hot topic in the current object tracking field. However, the tracking errors caused by the target leaving the shot, namely the target out-of-view, are more likely to occur in videos than we imagine. To address this issue, we proposed a target re-identification method for SOT called TRTrack. First, we built a bipartite matching model of candidate tracklets and neighbor tracklets optimized by the ...