LTST: Long-term segmentation tracker with memory attention network

Lang Yu, Baojun Qiao, Huanlong Zhang, Junyang Yu, Xin He

Abstract: Highlights•Propose a framework LTST for both long-term tracking and object segmentation.•Propose a memory attention network to leverage historical information.•Supplementary modules are integrated for tracking verification and re-detection.•Experiments demonstrate that LTST achieves state-of-the art performance.