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International Journal of Computer Vision · 期刊 · Computer Vision

2026-03-16 至 2026-03-16 共收录 1
2409.02108 2026-03-16 cs.CV cs.GR cs.MM

Unveiling Deep Shadows: A Survey and Benchmark on Image and Video Shadow Detection, Removal, and Generation in the Deep Learning Era

揭示深层阴影:深度学习时代图像和视频阴影检测、去除与生成的综述与基准

Xiaowei Hu, Zhenghao Xing, Tianyu Wang, Chi-Wing Fu, Pheng-Ann Heng

机构 * School of Future Technology, South China University of Technology(华南理工大学未来技术学院) Department of Computer Science and Engineering, The Chinese University of Hong Kong(香港中文大学计算机科学与工程学院) Adobe Research(Adobe研究)

AI总结 本文综述并建立了深度学习时代图像和视频阴影检测、去除与生成的统一基准,揭示了现有研究中的不一致、模型设计依赖性和跨数据集泛化限制,并提出了未来研究方向。

Comments Accepted by International Journal of Computer Vision (IJCV). Publicly available results, trained models, and evaluation metrics at https://github.com/xw-hu/Unveiling-Deep-Shadows

Journal ref International Journal of Computer Vision (IJCV), vol.134, article 158, 2026

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