Taking a Deeper Look at Co-Salient Object Detection
Deng-Ping Fan, Zheng Lin, Ge-Peng Ji, Dingwen Zhang, Huazhu Fu, Ming-Ming Cheng
2020Year
11Top-tier citations
Abstract
Image GT (a) (b) (c) (d) Figure 1: Different salient object detection (SOD) tasks. (a) Traditional SOD [75]. (b) Within-image co-salient object detection (CoSOD) [89], where common salient objects are detected from a single image. (c) Existing CoSOD, where salient objects are detected according to a pair [51] or a group [81] of images with similar appearances. (d) The proposed CoSOD in the wild, which requires a large amount of semantic context, making it more challenging than existing CoSOD.
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Cited by top-tier papers11
- ICNet: Intra-saliency Correlation Network for Co-Saliency DetectionWenda Jin, Jun Xu, Ming-Ming Cheng, Yi Zhang et al.NeurIPS 2020 · 84 citations
- Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object DetectionSiyue Yu, Jimin Xiao, Bingfeng Zhang, Eng Gee LimCVPR 2022 · 76 citations
- Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency DetectionNi Zhang, Junwei Han, Nian Liu, Ling ShaoICCV 2021 · 65 citations
- MT-ORL: Multi-Task Occlusion Relationship LearningPanhe Feng, Qi She, Lei Zhu, Jiaxin Li et al.ICCV 2021 · 11 citations
- Personalized Image Semantic SegmentationYu Zhang, Chang-Bin Zhang, Peng-Tao Jiang, Ming-Ming Cheng et al.ICCV 2021 · 9 citations
Builds on7
- EGNet: Edge Guidance Network for Salient Object DetectionJiaxing Zhao, Jiang-Jiang Liu, Deng-Ping Fan, Yang Cao et al.ICCV 2019 · 1,054 citations
- Towards High-Resolution Salient Object DetectionYi Zeng, Pingping Zhang, Zhe Lin, Jianming Zhang et al.ICCV 2019 · 232 citations
- Selectivity or Invariance: Boundary-Aware Salient Object DetectionJinming Su, Jia Li, Yu Zhang, Changqun Xia et al.ICCV 2019 · 192 citations
- Group-Wise Deep Object Co-Segmentation With Co-Attention Recurrent Neural NetworkBo Li, Zhengxing Sun, Qian Li, Yunjie Wu et al.ICCV 2019 · 62 citations
- JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object DetectionKeren Fu, Deng-Ping Fan, Ge-Peng Ji, Qijun ZhaoCVPR 2020
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