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Recently, Meta AI Research approaches a general, promptable Segment Anything Model (SAM) pre-trained on an unprecedentedly large segmentation dataset (SA-1B).
Illumination invariant segmentation of vegetation for time series wheat images based on decision tree model
Wei Guo, Uday K Rage, and Seishi Ninomiya · 2013
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Ph 2-a dermoscopic image database for research and benchmarking
Teresa Mendonça, Pedro M Ferreira, Jorge S Marques, André RS Marcal, and Jorge Rozeira · 2013
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Machine learning for aerial image labeling
Volodymyr Mnih · 2013
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Automated polyp detection in colonoscopy videos using shape and context information
Nima Tajbakhsh, Suryakanth R Gurudu, and Jianming Liang · 2015
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Large-scale training of shadow detectors with noisily-annotated shadow examples
Tomás F Yago Vicente, Le Hou, Chen-Ping Yu, Minh Hoai, and Dimitris Samaras · 2016
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Agreement among ophthalmologists in marking the optic disc and optic cup in fundus images
Ahmed Almazroa, Sami Alodhayb, Essameldin Osman, Eslam Ramadan, Mohammed Hummadi, Mohammed Dlaim, Muhannad Alkatee, Kaamran Raahemifar, and Vasudevan Lakshminarayanan · 2017
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Learning to detect salient objects with image-level supervision
Lijun Wang, Huchuan Lu, Yifan Wang, Mengyang Feng, Dong Wang, Baocai Yin, and Xiang Ruan · 2017
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Skin lesion analysis toward melanoma detection: A challenge at the 2017 international symposium on biomedical imaging (isbi), hosted by the international skin imaging collaboration (isic)
Noel CF Codella, David Gutman, M Emre Celebi, Brian Helba, Michael A Marchetti, Stephen W Dusza, Aadi Kalloo, Konstantinos Liopyris, Nabin Mishra, Harald Kittler, et al · 2018
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Joint optic disc and cup segmentation based on multi-label deep network and polar transformation
Huazhu Fu, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, and Xiaochun Cao · 2018
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Direction-aware spatial context features for shadow detection
Xiaowei Hu, Lei Zhu, Chi-Wing Fu, Jing Qin, and Pheng-Ann Heng · 2018
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Detection of pests using color based image segmentation
Apurva Sriwastwa, Shikha Prakash, Swati Swarit, Khushboo Kumari, Sitanshu Sekhar Sahu, et al · 2018
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Road extraction from high-resolution remote sensing imagery using deep learning
Yongyang Xu, Zhong Xie, Yaxing Feng, and Zhanlong Chen · 2018
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Mvtec ad–a comprehensive real-world dataset for unsupervised anomaly detection
Paul Bergmann, Michael Fauser, David Sattlegger, and Carsten Steger · 2019
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Salient object detection: A survey
Ali Borji, Ming-Ming Cheng, Qibin Hou, Huaizu Jiang, and Jia Li · 2019
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A fully convolutional neural network for wood defect location and identification
Ting He, Ying Liu, Chengyi Xu, Xiaolin Zhou, Zhongkang Hu, and Jianan Fan · 2019
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Large scale shadow annotation and detection using lazy annotation and stacked cnns
Le Hou, Tomas F Yago Vicente, Minh Hoai, and Dimitris Samaras · 2019
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Deep metric learning: A survey
Mahmut Kaya and Hasan Şakir Bilge · 2019
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Depth-induced multi-scale recurrent attention network for saliency detection
Yongri Piao, Wei Ji, Jingjing Li, Miao Zhang, and Huchuan Lu · 2019
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Rgb-t image saliency detection via collaborative graph learning
Zhengzheng Tu, Tian Xia, Chenglong Li, Xiaoxiao Wang, Yan Ma, and Jin Tang · 2019
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Distraction-aware shadow detection
Quanlong Zheng, Xiaotian Qiao, Ying Cao, and Rynson WH Lau · 2019
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A multi-task mean teacher for semi-supervised shadow detection
Zhihao Chen, Lei Zhu, Liang Wan, Song Wang, Wei Feng, and Pheng-Ann Heng · 2020
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Camouflaged object detection
Deng-Ping Fan, Ge-Peng Ji, Guolei Sun, Ming-Ming Cheng, Jianbing Shen, and Ling Shao · 2020
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Pranet: Parallel reverse attention network for polyp segmentation
Deng-Ping Fan, Ge-Peng Ji, Tao Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, and Ling Shao · 2020
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Gpt-3: Its nature, scope, limits, and consequences
Luciano Floridi and Massimo Chiriatti · 2020
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Performance evaluation of crop segmentation algorithms
Yanan Li, Ziyun Huang, Zhiguo Cao, Hao Lu, Haihui Wang, and Shuiping Zhang · 2020
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Suppress and balance: A simple gated network for salient object detection
Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu, and Lei Zhang · 2020
Blazeneo: Blazing fast polyp segmentation and neoplasm detection
Nguyen S An, Phan N Lan, Dao V Hang, Dao V Long, Tran Q Trung, Nguyen T Thuy, and Dinh V Sang · 2022
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Promoting saliency from depth: Deep unsupervised rgb-d saliency detection
Wei Ji, Jingjing Li, Qi Bi, Chuan Guo, Jie Liu, and Li Cheng · 2022
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Segment, magnify and reiterate: Detecting camouflaged objects the hard way
Qi Jia, Shuilian Yao, Yu Liu, Xin Fan, Risheng Liu, and Zhongxuan Luo · 2022
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Exploring denoised cross-video contrast for weakly-supervised temporal action localization
Jingjing Li, Tianyu Yang, Wei Ji, Jue Wang, and Li Cheng · 2022
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Label-efficient hybrid-supervised learning for medical image segmentation
Junwen Pan, Qi Bi, Yanzhan Yang, Pengfei Zhu, and Cheng Bian · 2022
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Local semantic enhanced convnet for aerial scene recognition
Qi Bi, Kun Qin, Han Zhang, and Gui-Song Xia · 2021
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Concealed object detection
Deng-Ping Fan, Ge-Peng Ji, Ming-Ming Cheng, and Ling Shao · 2021
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Boundary-assisted learning for building extraction from optical remote sensing imagery
Sheng He and Wanshou Jiang · 2021
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Revisiting shadow detection: A new benchmark dataset for complex world
Xiaowei Hu, Tianyu Wang, Chi-Wing Fu, Yitong Jiang, Qiong Wang, and Pheng-Ann Heng · 2021
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Learning calibrated medical image segmentation via multi-rater agreement modeling
Wei Ji, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Qi Bi, Jingjing Li, Hanruo Liu, Li Cheng, and Yefeng Zheng · 2021
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Joint semantic mining for weakly supervised rgb-d salient object detection
Jingjing Li, Wei Ji, Qi Bi, Cheng Yan, Miao Zhang, Yongri Piao, Huchuan Lu, et al · 2021
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Youwei Pang, Xiaoqi Zhao, Tian-Zhu Xiang, Lihe Zhang, and Huchuan Lu · 2022
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Highly accurate dichotomous image segmentation
Xuebin Qin, Hang Dai, Xiaobin Hu, Deng-Ping Fan, Ling Shao, and Luc Van Gool · 2022
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Edn: Salient object detection via extremely-downsampled network
Yu-Huan Wu, Yun Liu, Le Zhang, Ming-Ming Cheng, and Bo Ren · 2022
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Multimodal fusion of voice and gesture data for uav control
Xiaojia Xiang, Qin Tan, Han Zhou, Dengqing Tang, and Jun Lai · 2022
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Hsnet: A hybrid semantic network for polyp segmentation
Wenchao Zhang, Chong Fu, Yu Zheng, Fangyuan Zhang, Yanli Zhao, and Chiu-Wing Sham · 2022
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Feature aggregation and propagation network for camouflaged object detection
Tao Zhou, Yi Zhou, Chen Gong, Jian Yang, and Yu Zhang · 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
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Advances in deep concealed scene understanding
Deng-Ping Fan, Ge-Peng Ji, Peng Xu, Ming-Ming Cheng, Christos Sakaridis, and Luc Van Gool · 2023
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High-resolution iterative feedback network for camouflaged object detection
Xiaobin Hu, Deng-Ping Fan, Xuebin Qin, Hang Dai, Wenqi Ren, Ying Tai, Chengjie Wang, and Ling Shao · 2023
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Deep gradient learning for efficient camouflaged object detection
Ge-Peng Ji, Deng-Ping Fan, Yu-Cheng Chou, Dengxin Dai, Alexander Liniger, and Luc Van Gool · 2023
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Sam struggles in concealed scenes–empirical study on” segment anything”
Ge-Peng Ji, Deng-Ping Fan, Peng Xu, Ming-Ming Cheng, Bowen Zhou, and Luc Van Gool · 2023
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Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C Berg, Wan-Yen Lo, et al · 2023
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Distraction-aware camouflaged object segmentation
Haiyang Mei, Xin Yang, Yunduo Zhou, Ge-Peng Ji, Xiaopeng Wei, and Deng-Ping. Fan · 2023
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Cross-level feature aggregation network for polyp segmentation
Tao Zhou, Yi Zhou, Kelei He, Chen Gong, Jian Yang, Huazhu Fu, and Dinggang Shen · 2023
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