NTIRE 2025 Image Shadow Removal Challenge Report
Florin-Alexandru Vasluianu
Tim Seizinger
Zhuyun Zhou
Cailian Chen
Zongwei Wu
Radu Timofte
Mingjia Li
Jin Hu
Hainuo Wang
Hengxing Liu
Jiarui Wang
Qiming Hu
Xiaojie Guo
Xin Lu
Jiarong Yang
Yuanfei Bao
Anya Hu
Zihao Fan
Kunyu Wang
Jie Xiao
Xi Wang
Xueyang Fu
Zheng-Jun Zha
Yu-Fan Lin
Chia-Ming Lee
Chih-Chung Hsu
Xingbo Wang
Dong Li
Yuxu Chen
Bin Chen
Yuanbo Zhou
Yuanbin Chen
Hongwei Wang
Jiannan Lin
Qinquan Gao
Tong Tong
Zhao Zhang
Yanyan Wei
Wei Dong
Han Zhou
Seyed Amirreza Mousavi
Jun Chen
Haobo Liang
Jiajie Jing
Junyu Li
Yan Yang
Seoyeon Lee
Chaewon Kim
Ziyu Feng
Shidi Chen
Bowen Luan
Zewen Chen
Vijayalaxmi Ashok Aralikatti
G Gyaneshwar Rao
Nikhil Akalwadi
Chaitra Desai
Ramesh Ashok Tabib
Uma Mudenagudi
Anas M. Ali
Bilel Benjdira
Wadii Boulila
Alexandru Brateanu
Cosmin Ancuti
Tanmay Chaturvedi
Manish Kumar
Anmol Srivastav
Daksh Trivedi
Shashwat Thakur
Kishor Upla
Zeyu Xiao
Zhuoyuan Li
Boda Zhou
Shashank Shekhar
Kele Xu
Qisheng Xu
Zijian Gao
Tianjiao Wan
Suiyi Zhao
Bo Wang
Yan Luo
Mingshen Wang
Yilin Zhang
Main:8 Pages
10 Figures
Bibliography:4 Pages
1 Tables
Appendix:2 Pages
Abstract
This work examines the findings of the NTIRE 2025 Shadow Removal Challenge. A total of 306 participants have registered, with 17 teams successfully submitting their solutions during the final evaluation phase. Following the last two editions, this challenge had two evaluation tracks: one focusing on reconstruction fidelity and the other on visual perception through a user study. Both tracks were evaluated with images from the WSRD+ dataset, simulating interactions between self- and cast-shadows with a large number of diverse objects, textures, and materials.
View on arXiv@article{vasluianu2025_2506.15524,
title={ NTIRE 2025 Image Shadow Removal Challenge Report },
author={ Florin-Alexandru Vasluianu and Tim Seizinger and Zhuyun Zhou and Cailian Chen and Zongwei Wu and Radu Timofte and Mingjia Li and Jin Hu and Hainuo Wang and Hengxing Liu and Jiarui Wang and Qiming Hu and Xiaojie Guo and Xin Lu and Jiarong Yang and Yuanfei Bao and Anya Hu and Zihao Fan and Kunyu Wang and Jie Xiao and Xi Wang and Xueyang Fu and Zheng-Jun Zha and Yu-Fan Lin and Chia-Ming Lee and Chih-Chung Hsu and Xingbo Wang and Dong Li and Yuxu Chen and Bin Chen and Yuanbo Zhou and Yuanbin Chen and Hongwei Wang and Jiannan Lin and Qinquan Gao and Tong Tong and Zhao Zhang and Yanyan Wei and Wei Dong and Han Zhou and Seyed Amirreza Mousavi and Jun Chen and Haobo Liang and Jiajie Jing and Junyu Li and Yan Yang and Seoyeon Lee and Chaewon Kim and Ziyu Feng and Shidi Chen and Bowen Luan and Zewen Chen and Vijayalaxmi Ashok Aralikatti and G Gyaneshwar Rao and Nikhil Akalwadi and Chaitra Desai and Ramesh Ashok Tabib and Uma Mudenagudi and Anas M. Ali and Bilel Benjdira and Wadii Boulila and Alexandru Brateanu and Cosmin Ancuti and Tanmay Chaturvedi and Manish Kumar and Anmol Srivastav and Daksh Trivedi and Shashwat Thakur and Kishor Upla and Zeyu Xiao and Zhuoyuan Li and Boda Zhou and Shashank Shekhar and Kele Xu and Qisheng Xu and Zijian Gao and Tianjiao Wan and Suiyi Zhao and Bo Wang and Yan Luo and Mingshen Wang and Yilin Zhang },
journal={arXiv preprint arXiv:2506.15524},
year={ 2025 }
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