SVRNet

Think Twice Before Determining: Towards Scene-aware Visual Reasoning for Mirror Detection

TCSVT 2026

Mingfeng Zha, Guoqing Wang*, Yunqiang Pei, Tianyu Li, Xiongxin Tang, Jiayi Ma, Yang Yang, Heng Tao Shen

University of Electronic Science and Technology of China

Institute of Software, Chinese Academy of Sciences

Wuhan University

Tongji University

Datasets (Baidu) Mirror Results (Google Drive) Mirror Results (Baidu) Annotation Code

Series of Works

  1. Weakly-Supervised Mirror Detection via Scribble Annotations, AAAI 2024
  2. Dual Domain Perception and Progressive Refinement for Mirror Detection, TCSVT 2024
  3. Think Twice Before Determining: Towards Scene-aware Visual Reasoning for Mirror Detection, TCSVT 2026
  4. Seeing Beyond Illusion: Generalized and Efficient Mirror Detection, AAAI 2026

If you find the above works helpful, please consider citing them. Thank you! :)

Acknowledgements

This work was supported in part by the National Natural Science Foundation of China under grant U23B2011, 62102069, U20B2063 and 62220106008, the Key R&D Program of Zhejiang under grant 2024SSYS0091.