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Camouflaged object detection (COD) is the challenging task of identifying camouflaged objects visually blended into surroundings.
Detection of the mobile object with camouflage color under dynamic background based on optical flow
Jianqin Yin Yanbin Han Wendi Hou and Jinping Li · 2011
Earlier work this paper cites.
Study on the camouflaged target detection method based on 3d convexity
Yuxin Pan, Yiwang Chen, Qiang Fu, Ping Zhang, and Xin Xu · 2011
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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V-net: Fully convolutional neural networks for volumetric medical image segmentation
Fausto Milletari, Nassir Navab, and Seyed-Ahmad Ahmadi · 2016
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Optimizing intersection-over-union in deep neural networks for image segmentation
Md Atiqur Rahman and Yang Wang · 2016
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A bayesian approach to camouflaged moving object detection
Xiang Zhang, Ce Zhu, Shuai Wang, Yipeng Liu, and Mao Ye · 2016
Earlier work this paper cites.
Imagenet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2017
Earlier work this paper cites.
Animal camouflage analysis: Chameleon database
Przemysław Skurowski, Hassan Abdulameer, J Błaszczyk, Tomasz Depta, Adam Kornacki, and P Kozieł · 2018
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Cbam: Convolutional block attention module
Sanghyun Woo, Jongchan Park, Joon-Young Lee, and In So Kweon · 2018
Earlier work this paper cites.
Denseaspp for semantic segmentation in street scenes
Maoke Yang, Kun Yu, Chi Zhang, Zhiwei Li, and Kuiyuan Yang · 2018
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Image super-resolution using very deep residual channel attention networks
Yulun Zhang, Kunpeng Li, Kai Li, Lichen Wang, Bineng Zhong, and Yun Fu · 2018
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Res2net: A new multi-scale backbone architecture
Shang-Hua Gao, Ming-Ming Cheng, Kai Zhao, Xin-Yu Zhang, Ming-Hsuan Yang, and Philip Torr · 2019
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Image threshold segmentation based on glle histogram
Chunming He, Xiaobo Wang, Lizhen Deng, and Guoxia Xu · 2019
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Anabranch network for camouflaged object segmentation
Trung-Nghia Le, Tam V Nguyen, Zhongliang Nie, Minh-Triet Tran, and Akihiro Sugimoto · 2019
Cited alongside, same era.
Background matching and disruptive coloration as habitat-specific strategies for camouflage
Natasha Price, Samuel Green, Jolyon Troscianko, Tom Tregenza, and Martin Stevens · 2019
Cited alongside, same era.
Camouflaged object detection
Deng-Ping Fan, Ge-Peng Ji, Guolei Sun, Ming-Ming Cheng, Jianbing Shen, and Ling Shao · 2020
Cited alongside, same era.
A survey of loss functions for semantic segmentation
Shruti Jadon · 2020
Cited alongside, same era.
Adversarial feature hallucination networks for few-shot learning
Kai Li, Yulun Zhang, Kunpeng Li, and Yun Fu · 2020
Cited alongside, same era.
Deep learning for generic object detection: A survey
Li Liu, Wanli Ouyang, Xiaogang Wang, Paul Fieguth, Jie Chen, Xinwang Liu, and Matti Pietikäinen · 2020
Uncertainty-guided transformer reasoning for camouflaged object detection
Fan Yang, Qiang Zhai, Xin Li, Rui Huang, Ao Luo, Hong Cheng, and Deng-Ping Fan · 2021
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Mutual graph learning for camouflaged object detection
Qiang Zhai, Xin Li, Fan Yang, Chenglizhao Chen, Hong Cheng, and Deng-Ping Fan · 2021
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A survey on universal adversarial attack
Chaoning Zhang, Philipp Benz, Chenguo Lin, Adil Karjauv, Jing Wu, and In So Kweon · 2021
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Pcgan: A noise robust conditional generative adversarial network for one shot learning
Lizhen Deng, Chunming He, Guoxia Xu, Hu Zhu, and Hao Wang · 2022
Later among the works it cites.
Segment, magnify and reiterate: Detecting camouflaged objects the hard way
Qi Jia, Shuilian Yao, Yu Liu, Xin Fan, Risheng Liu, and Zhongxuan Luo · 2022
Later among the works it cites.
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Cited alongside, same era.
Concealed object detection
Deng-Ping Fan, Ge-Peng Ji, Ming-Ming Cheng, and Ling Shao · 2021
Cited alongside, same era.
Uncertainty-aware joint salient object and camouflaged object detection
Aixuan Li, Jing Zhang, Yunqiu Lv, Bowen Liu, Tong Zhang, and Yuchao Dai · 2021
Cited alongside, same era.
Swin transformer: Hierarchical vision transformer using shifted windows
Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, and Baining Guo · 2021
Cited alongside, same era.
Simultaneously localize, segment and rank the camouflaged objects
Yunqiu Lv, Jing Zhang, Yuchao Dai, Aixuan Li, Bowen Liu, Nick Barnes, and Deng-Ping Fan · 2021
Cited alongside, same era.
Deep texture-aware features for camouflaged object detection
Jingjing Ren, Xiaowei Hu, Lei Zhu, Xuemiao Xu, Yangyang Xu, Weiming Wang, Zijun Deng, and Pheng-Ann Heng · 2021
Cited alongside, same era.
Exploring depth contribution for camouflaged object detection
Mochu Xiang, Jing Zhang, Yunqiu Lv, Aixuan Li, Yiran Zhong, and Yuchao Dai · 2021
Cited alongside, same era.
Zoom in and out: A mixed-scale triplet network for camouflaged object detection
Youwei Pang, Xiaoqi Zhao, Tian-Zhu Xiang, Lihe Zhang, and Huchuan Lu · 2022
Later among the works it cites.
Boundary-guided camouflaged object detection
Yujia Sun, Shuo Wang, Chenglizhao Chen, and Tian-Zhu Xiang · 2022
Later among the works it cites.
Exploring figure-ground assignment mechanism in perceptual organization
Wei Zhai, Yang Cao, Jing Zhang, and Zheng-Jun Zha · 2022
Later among the works it cites.
Preynet: Preying on camouflaged objects
Miao Zhang, Shuang Xu, Yongri Piao, Dongxiang Shi, Shusen Lin, and Huchuan Lu · 2022
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Salient object detection via integrity learning
Mingchen Zhuge, Deng-Ping Fan, Nian Liu, Dingwen Zhang, Dong Xu, and Ling Shao · 2022
Later among the works it cites.
Source-free domain adaptive fundus image segmentation with class-balanced mean teacher
Longxiang Tang, Kai Li, Chunming He, Yulun Zhang, and Xiu Li · 2023
Closest in time.
Concealed object segmentation with hierarchical coherence modeling
Fengyang Xiao, Pan Zhang, Chunming He, Runze Hu, and Yutao Liu · 2023
Closest in time.