Transformer

Unsupervised Domain Adaptation for Nighttime Aerial Tracking

CVPR2022. Proposed an unsupervised domain adaptation framework to adapt object tracking from daytime to nighttime, along with a nighttime tracking benchmark.

Junjie Ye, Changhong Fu, Guangze Zheng, Danda Pani Paudel, Guang Chen

Tracker Meets Night: A Transformer Enhancer for UAV Tracking

IEEE RA-L with ICRA2022. Trained a spatial-channel transformer-based low-light enhancer in a novel task-related manner, to facilitate nighttime aerial tracking significantly.

Junjie Ye, Changhong Fu, Ziang Cao, Shan An, Guangze Zheng, Bowen Li

Tracker Meets Night: A Transformer Enhancer for UAV Tracking

HiFT: Hierarchical Feature Transformer for Aerial Tracking

ICCV2021. Introduced the hierarchical feature transformer into the Siamese framework to achieve interactive fusion of spatial and semantic cues.

Ziang Cao, Changhong Fu, Junjie Ye, Bowen Li, Yiming Li