基于动态线索门控与时序增强的多目标跟踪方法和系统
By employing dynamic cue gating and temporal enhancement, the problems of correlation robustness and identity consistency in multi-target tracking under complex scenarios are solved, achieving higher-precision target tracking.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- SUZHOU UNIV
- Filing Date
- 2026-06-22
- Publication Date
- 2026-07-17
AI Technical Summary
Existing multi-target tracking technologies suffer from insufficient robustness and identity consistency in complex scenarios such as frequent occlusion, nonlinear motion, and appearance drift, leading to a decrease in target tracking accuracy.
A method based on dynamic cue gating and temporal enhancement is adopted. The temporal feature enhancement network encodes appearance and motion cues, and the cue gating attention fusion module performs dynamic weighted fusion under spatial neighborhood constraints. The trajectory-detection similarity matrix is constructed for matching, the target trajectory state is updated and the identity ID is maintained.
It improves the robustness of association and identity consistency in complex scenarios, and enhances the accuracy of target tracking.
Smart Images
Figure CN122415683A_ABST