CSRNet: Cascaded Selective Resolution Network for real-time semantic segmentation

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Jingjing Xiong, Lai-Man Po, Wing Yin Yu, Chang Zhou, Pengfei Xian, Weifeng Ou

Published: 01 Jan 2023, Last Modified: 13 Nov 2025Expert Syst. Appl. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Multiple-stage segmentation network refines the feature maps progressively.•Multiple context information embedding enlarges the receptive field at each stage.•Selective Resolution Module aggregates multi-resolution feature maps.•The proposed network alleviates the problem caused by multi-scale objects.•The proposed system shows improved accuracy for real-time segmentation.