Nighttime image semantic segmentation with retinex theory

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Zhichao Sun, Huachao Zhu, Xin Xiao, Yuliang Gu, Yongchao Xu

Published: 01 Jan 2024, Last Modified: 05 Mar 2025Image Vis. Comput. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Developed a Retinex-based network RNightSeg to enhance nighttime image segmentation.•Introduced illumination-independent reflectance component for accurate segmentation.•Method improves performance across diverse nighttime illumination conditions.