CorrFormer: Context-aware tracking with cross-correlation and transformer

Jian-Ming Zhang, Yufan He, Wentao Chen, Li-Dan Kuang, Bin Zheng

Abstract: Highlights•Propose a feature enhancement-fusion network based on cross-correlation and transformer.•Adapt the Encoder-Decoder structure to the tracking task.•Propose a context-aware decoupled prediction head.•Achieve excellent performance on five test benchmarks.