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
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