Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation

News

🏆 Alpha-Refine wins VOT2020 Real-Time Challenge with EAOMultistart 0.499!
2020.08.29 Our presentation slide has been uploaded.

Run Alpha-Refine on VOT2020

The code for VOT2020 participation has been uploaded to AlphaRefine_submit directory. Please following README.md under that directory to run our tracker.

Introduction

Alpha-Refine is an accurate, fast, and general refinement module. When combined with existing base trackers, Alpha-Refine can significantly boost their tracking performance, in no need of joint training or fine-tuning.

Architecture

The overall architecture is shown below

Video Demos

More video demos can be found at Google Drive, Baidu(extraction code:q5fs)