Guided image filtering-conventional to deep models: A review and evaluation study

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Weimin Yuan, Yinuo Wang, Cai Meng, Xiangzhi Bai

Published: 01 Jan 2025, Last Modified: 16 May 2025Comput. Vis. Image Underst. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We present a comprehensive survey of GIFmethods.•We evaluate representative GIF methods on depth upsampling.•We discuss the challenges in GIF, and outline prospects for futurer directions.