Coordinate Attention Filtering Depth-Feature Guide Cross-Modal Fusion RGB-Depth Salient Object Detection by Lingbing Meng, Mengya Yuan, Xuehan Shi, Qingqing Liu, Le Zhange, Jinhua Wu, Ping Dai, Fei Cheng

“…Many methods use the same feature interaction module to fuse RGB and depth maps, which ignores the inherent properties of different modalities. …”
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RGB depth salient object detection via cross‐modal attention and boundary feature guidance by Lingbing Meng, Mengya Yuan, Xuehan Shi, Le Zhang, Qingqing Liu, Dai Ping, Jinhua Wu, Fei Cheng

“…A novel end‐to‐end framework is proposed for RGB‐D SOD, which comprises of four main components: the cross‐modal attention feature enhancement (CMAFE) module, the multi‐level contextual feature interaction (MLCFI) module, the boundary feature extraction (BFE) module, and the multi‐level boundary attention guidance (MLBAG) module. …”
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