Zhipeng Zhang

Zhipeng Zhang

Ph.D Condidate in NLPR, CASIA. Fousing on Video object tracking/detection/segmentaion, Neural Architecture Search.

Nocal-Siam: Refining Visual Features and Response with Advanced Non-local Blocks for Real-time Siamese Tracking

Published in IEEE Trans on TIP, 2020

[Paper] [Code]

  • Highlight
    • Simple Non-local attention that is specifically designed for tracking.
    • Location-aware non-local block to associate multiple response maps.
  • Cite
    @article{NocalSiam+,
  title={Nocal-Siam: Refining Visual Features and Response with Advanced Non-local Blocks for Real-time Siamese Tracking},
  author={Huibin Tan, Xiang Zhang, Zhipeng Zhang, Long Lan, Wenju Zhang, and Zhigang Luo},
  journal={IEEE Transactions on Image Processing},
  year={2020}
}