Adaptive Context Selection for Polyp Segmentation

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020

12 January 2023

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Papers citing "Adaptive Context Selection for Polyp Segmentation"

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Title
Enhancing Polyp Segmentation via Encoder Attention and Dynamic Kernel Update Fatemeh Salahi Chashmi Roya Sotoudeh MedIm 60 0 0 27 Sep 2025
Frequency Prior Guided Matching: A Data Augmentation Approach for Generalizable Semi-Supervised Polyp Segmentation Haoran Xi Chen Liu Xiaolin Li 68 0 0 30 Jul 2025
DRRNet: Macro-Micro Feature Fusion and Dual Reverse Refinement for Camouflaged Object Detection Jianlin Sun Xiaolin Fang Juwei Guan Dongdong Gui Teqi Wang Tongxin Zhu 325 0 0 14 May 2025
ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph RepresentationIEEE journal of biomedical and health informatics (JBHI), 2025 Bowen Liu Chunlei Meng Wei Lin Hongda Zhang Ziqing Zhou Zhongxue Gan chun ouyang 133 2 0 18 Apr 2025
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends Jiaxin Mei Tao Zhou Kaiwen Huang Yizhe Zhang Yi Zhou Ye Wu Huazhu Fu 590 40 0 20 Jan 2025
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal PolypsAlexandria Engineering Journal (AEJ), 2024 M. A. Manan Feng Jinchao Muhammad Yaqub Shahzad Ahmed Syed Muhammad Ali Imran Imran Shabir Chuhan Haroon Ahmed Khan 240 11 0 03 Dec 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng Xu Nick Barnes Fahad Shahbaz Khan Salman Khan Deng-Ping Fan 320 10 0 22 Oct 2024
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic ModelAsian Conference on Computer Vision (ACCV), 2024 Quang Vinh Nguyen Thanh Hoang Son Vo Sae-Ryung Kang Soo-Hyung Kim 191 1 0 02 Oct 2024
GLCONet: Learning Multi-source Perception Representation for Camouflaged Object DetectionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Yanguang Sun Hanyu Xuan Zhiqiang Wang Lei Luo ObjD 165 19 0 15 Sep 2024
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer DetectionInternational Conferences on Human-Machine Systems (ICCHS), 2024 Mobina Mansoori Sajjad Shahabodini J. Abouei Konstantinos N. Plataniotis Arash Mohammadi MedIm 359 11 0 12 Aug 2024
Segmenting Medical Images: From UNet to Res-UNet and nnUNet Lina Huang A. Miron Kate Hone Yongmin Li SSeg 203 27 0 05 Jul 2024
Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation Xiaolu Kang Zhuoqi Ma Kang Liu Yunan Li Qiguang Miao 224 5 0 18 May 2024
Spider: A Unified Framework for Context-dependent Concept Segmentation Xiaoqi Zhao Youwei Pang Wei Ji Baicheng Sheng Jiaming Zuo Lihe Zhang Huchuan Lu 286 14 0 02 May 2024
MugenNet: A Novel Combined Convolution Neural Network and Transformer Network with its Application for Colonic Polyp Image Segmentation Chen Peng Zhiqin Qian Kunyu Wang Qi Luo Zhuming Bi Wenjun Zhang ViT MedIm 176 0 0 31 Mar 2024
Multi-Layer Dense Attention Decoder for Polyp Segmentation Krushi Patel Fengjun Li Guanghui Wang ViT MedIm 246 5 0 27 Mar 2024
Annotation-Efficient Polyp Segmentation via Active Learning Duojun Huang Xinyu Xiong De-Jun Fan Feng Gao Xiao-Jian Wu Guanbin Li 117 3 0 21 Mar 2024
Polyp-DAM: Polyp segmentation via depth anything model Zhuoran Zheng Chen Henry Wu Wei Wang Yeying Jin Xiuyi Jia VLM 150 6 0 03 Feb 2024
Vivim: a Video Vision Mamba for Medical Video Object Segmentation Yijun Yang Zhaohu Xing Chunwang Huang Lei Zhu 301 6 0 25 Jan 2024
MAST: Video Polyp Segmentation with a Mixture-Attention Siamese Transformer Geng Chen Junqing Yang Xiaozhou Pu Ge-Peng Ji Huan Xiong Yongsheng Pan Hengfei Cui Yong-quan Xia MedIm ViT 170 2 0 23 Jan 2024
Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey Zhenyu Wu Fengmao Lv Chenglizhao Chen Aimin Hao Shuo Li ELM 201 18 0 22 Jan 2024
RTA-Former: Reverse Transformer Attention for Polyp SegmentationAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024 Zhikai Li Murong Yi A. Uneri Sihan Niu Craig Jones ViT MedIm 132 3 0 22 Jan 2024
Polyper: Boundary Sensitive Polyp SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2023 Hao Shao Yang Zhang Qibin Hou 179 26 0 14 Dec 2023
Shifting More Attention to Breast Lesion Segmentation in Ultrasound VideosInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Junhao Lin Qian Dai Lei Zhu Huazhu Fu Qiong Wang Weibin Li Wenhao Rao Xiaoyang Huang Liansheng Wang 137 17 0 03 Oct 2023
Multi-level feature fusion network combining attention mechanisms for polyp segmentationInformation Fusion (Inf. Fusion), 2023 Junzhuo Liu Qiaosong Chen Ye Zhang Zihao Wang Deng Xin Jin Wang 280 38 0 19 Sep 2023
Edge-aware Feature Aggregation Network for Polyp SegmentationMachine Intelligence Research (MIR), 2023 Tao Zhou Yizhe Zhang Geng Chen Yi Zhou Ye Wu Deng-Ping Fan 378 11 0 19 Sep 2023
Efficient Polyp Segmentation Via Integrity LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Ziqiang Chen Kang Wang Yun Liu 125 2 0 15 Sep 2023
FLDNet: A Foreground-Aware Network for Polyp Segmentation Leveraging Long-Distance DependenciesInternational Conference on Neural Information Processing (ICONIP), 2023 Xuefeng Wei Xuan Zhou MedIm 121 0 0 12 Sep 2023
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Nhat-Tan Bui Dinh-Hieu Hoang Quang-Thuc Nguyen Minh-Triet Tran Ngan Le 222 73 0 06 Sep 2023
ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion ModelsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Yuhao Du Yuncheng Jiang Shuangyi Tan Xusheng Wu Qi Dou Zerui Li Guanbin Li Xiang Wan MedIm DiffM 335 43 0 03 Sep 2023
Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation? Risab Biswas MedIm 145 28 0 12 Aug 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic DataIEEE International Joint Conference on Neural Network (IJCNN), 2023 Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 162 2 0 22 Jul 2023
WeakPolyp: You Only Look Bounding Box for Polyp SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 JunChao Wei Yiwen Hu Shuguang Cui S.Kevin Zhou Zhen Li 143 30 0 20 Jul 2023
SegT: A Novel Separated Edge-guidance Transformer Network for Polyp Segmentation Feiyu Chen Haiping Ma Weijia Zhang ViT MedIm 205 11 0 19 Jun 2023
AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt EncoderBritish Machine Vision Conference (BMVC), 2023 Tal Shaharabany Aviad Dahan Raja Giryes Lior Wolf MedIm VLM 132 96 0 10 Jun 2023
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature GroupingNeural Information Processing Systems (NeurIPS), 2023 Chunming He Kai Li Yachao Zhang Guoxia Xu Longxiang Tang Yulun Zhang Z. Guo Xiu Li 179 162 0 18 May 2023
Can SAM Segment Polyps? Tao Zhou Yizhe Zhang Yi Zhou Ye Wu Chen Gong MedIm 165 79 0 15 Apr 2023
$M$^{2}$SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation$ M $^{2}$ SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation Xiaoqi Zhao Hongpeng Jia Youwei Pang Long Lv Feng Tian Lihe Zhang Weiwei Sun Huchuan Lu 328 23 0 20 Mar 2023
Towards Diverse Binary Segmentation via A Simple yet General Gated NetworkInternational Journal of Computer Vision (IJCV), 2023 Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu Lei Zhang 298 20 0 18 Mar 2023
Cooperation Learning Enhanced Colonic Polyp Segmentation Based on Transformer-CNN Fusion Yuanyuan Wang Zhaohong Deng Qiongdan Lou Shudong Hu K. Choi Shitong Wang ViT MedIm 158 4 0 17 Jan 2023
Lesion-aware Dynamic Kernel for Polyp SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Ruifei Zhang Puxiang Lai Xiang Wan De-Jun Fan Feng Gao Xiao-Jian Wu Guanbin Li MedIm 149 120 0 12 Jan 2023
Self-Supervised Correction Learning for Semi-Supervised Biomedical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Ruifei Zhang Sishuo Liu Yizhou Yu Guanbin Li SSL MedIm 111 33 0 12 Jan 2023
Graph Convolution Based Cross-Network Multi-Scale Feature Fusion for Deep Vessel SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Gangming Zhao Kongming Liang Changzai Pan Fandong Zhang Xianpeng Wu Xinyang Hu Yizhou Yu MedIm 131 39 0 06 Jan 2023
DuAT: Dual-Aggregation Transformer Network for Medical Image SegmentationChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2022 Feilong Tang Qingming Huang Jinfeng Wang Xianxu Hou Jionglong Su Jingxin Liu ViT MedIm 138 96 0 21 Dec 2022
BoxPolyp:Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box AnnotationsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 JunChao Wei Yiwen Hu Guanbin Li Shuguang Cui S. Kevin Zhou Zerui Li 135 25 0 07 Dec 2022
Towards Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation Jie Li Wei He Hongyan Zhang 171 6 0 27 Oct 2022
Semantic decomposition Network with Contrastive and Structural Constraints for Dental Plaque SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Jian Shi Baoli Sun Xinchen Ye Zhihui Wang Xiaolong Luo Jin Liu Heli Gao Haojie Li 116 15 0 12 Aug 2022
XBound-Former: Toward Cross-scale Boundary Modeling in TransformersIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Jiacheng Wang Fei Chen Yuxi Ma Liansheng Wang Zhaodong Fei Jia Shuai Xiangdong Tang Qichao Zhou Jing Qin ViT MedIm 206 90 0 02 Jun 2022
Video Polyp Segmentation: A Deep Learning PerspectiveMachine Intelligence Research (MIR), 2022 Ge-Peng Ji Guobao Xiao Yu-Cheng Chou Deng-Ping Fan Kai Zhao Geng Chen Luc Van Gool 297 137 0 27 Mar 2022
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image SegmentationBritish Machine Vision Conference (BMVC), 2021 Y. Meng Hongrun Zhang Dongxu Gao Yitian Zhao Xiaoyun Yang Xuesheng Qian Xiaowei Huang Yalin Zheng GNN 225 35 0 27 Oct 2021
Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers B. Dong Wenhai Wang Deng-Ping Fan Jinpeng Li Huazhu Fu Ling Shao ViT MedIm 509 436 0 16 Aug 2021