Simultaneously Localize, Segment and Rank the Camouflaged Objects
Yunqiu Lv, Jing Zhang, Yuchao Dai, Aixuan Li, Bowen Liu, Nick Barnes, Deng-Ping Fan
2021Year
63Top-tier citations
Abstract
The conventional "Binary" ground truth only provides the scope of the camouflaged objects. We present additional fixation ("Fixation") and ranking ("Ranking") annotations, where the former discovers regions that make camouflaged objects detectable and the latter highlights the level of camouflage. Blue color in "Ranking" indicates higher rank (harder) of camouflage.
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Install the CLIlune papers fulltext 4149cb7d-c0ab-4e32-9992-4bc26b7ca8d1Cited by top-tier papers63
- Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object DetectionYouwei Pang, Xiaoqi Zhao, Tian-Zhu Xiang, Lihe Zhang et al.CVPR 2022 · 417 citations
- Uncertainty-Guided Transformer Reasoning for Camouflaged Object DetectionFan Yang, Qiang Zhai, Xin Li, Rui Huang et al.ICCV 2021 · 293 citations
- Detecting Camouflaged Object in Frequency DomainYijie Zhong, Bo Li, Lv Tang, Senyun Kuang et al.CVPR 2022 · 271 citations
- I Can Find You! Boundary-Guided Separated Attention Network for Camouflaged Object DetectionHongwei Zhu, Peng Li, Haoran Xie, Xuefeng Yan et al.AAAI 2022 · 242 citations
- High-Resolution Iterative Feedback Network for Camouflaged Object DetectionXiaobin Hu, Shuo Wang, Xuebin Qin, Hang Dai et al.AAAI 2023 · 236 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
- Stacked Cross Refinement Network for Edge-Aware Salient Object DetectionZhe Wu, Li Su, Qingming HuangICCV 2019 · 374 citations
- Weakly-Supervised Salient Object Detection via Scribble AnnotationsJing Zhang, Xin Yu, Aixuan Li, Peipei Song et al.CVPR 2020
- Interactive Two-Stream Decoder for Accurate and Fast Saliency DetectionHuajun Zhou, Xiaohua Xie, Jian-Huang Lai, Zixuan Chen et al.CVPR 2020
- Inferring Attention Shift Ranks of Objects for Image SaliencyAvishek Siris, Jianbo Jiao, Gary K. L. Tam, Xianghua Xie et al.CVPR 2020
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