Target signature network for small object tracking

Lei Liang, Zhihua Chen, Lei Dai, Shouli Wang

Abstract: Highlights•A size-aware module leverages features extensively through multi-receptive learning.•A center attention module suppresses background distractions.•A strategy adjusts positive sampling area subject to scale variation during training.•Identify the tracked object implicitly with its target signature.•Experiments on five datasets show superior performance.

External IDs:dblp:journals/eaai/LiangCDW24