v1v2v3 (latest)

Video Polyp Segmentation: A Deep Learning Perspective

Machine Intelligence Research (MIR), 2022

27 March 2022

Luc Van Gool

Papers citing "Video Polyp Segmentation: A Deep Learning Perspective"

50 / 58 papers shown

Title
MSRNet: A Multi-Scale Recursive Network for Camouflaged Object Detection Leena Alghamdi Muhammad Usman Hafeez Anwar Abdul Bais Saeed Anwar ObjD 41 0 0 16 Nov 2025
RRTS Dataset: A Benchmark Colonoscopy Dataset from Resource-Limited Settings for Computer-Aided Diagnosis Research Ridoy Chandra Shil Ragib Abid Tasnia Binte Mamun Samiul Based Shuvo Masfique Ahmed Bhuiyan Jahid Ferdous 56 0 0 10 Nov 2025
FreeVPS: Repurposing Training-Free SAM2 for Generalizable Video Polyp Segmentation Qiang Hu Ying Zhou Gepeng Ji Nick Barnes Qiang Li Zhiwei Wang 80 0 0 27 Aug 2025
GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Yu-Huan Wu Wei Liu Zi-Xuan Zhu Zizhou Wang Y. Liu Liangli Zhen VOS 131 0 0 11 Aug 2025
LawDIS: Language-Window-based Controllable Dichotomous Image Segmentation Xinyu Yan Meijun Sun Ge-Peng Ji Fahad Shahbaz Khan Salman Khan Deng-Ping Fan 100 0 0 02 Aug 2025
HRVVS: A High-resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual PriorsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Xincheng Yao Yijun Yang Kangwei Guo Ruiqiang Xiao Haipeng Zhou Haisu Tao Zhiqiang Wang Lei Zhu VOS 146 0 0 30 Jul 2025
M-Net: MRI Brain Tumor Sequential Segmentation Network via Mesh-Cast Jiacheng Lu Hui Ding Shiyu Zhang Guoping Huo 150 1 0 28 Jul 2025
iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection Huahui Yi Wei Xu Ziyuan Qin Xi Chen Xiaohu Wu Kang Li Qicheng Lao VLM 104 0 0 31 May 2025
CamoSAM2: Motion-Appearance Induced Auto-Refining Prompts for Video Camouflaged Object Detection Xin Zhang Keren Fu Qijun Zhao VGen 188 1 0 01 Apr 2025
CamSAM2: Segment Anything Accurately in Camouflaged Videos Yuli Zhou Guolei Sun Yawei Li Yuqian Fu Luca Benini Ender Konukoglu 259 4 0 25 Mar 2025
EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-trainingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Qingyao Tian Huai Liao Xinyan Huang Bingyu Yang Dongdong Lei Sebastien Ourselin Hongbin Liu Mamba 428 5 0 26 Feb 2025
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives Dilermando Queiroz Anderson Carlos André Anjos Lilian Berton 266 0 0 24 Feb 2025
QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images Thien B. Nguyen-Tat Hoang-An Vo Phuoc-Sang Dang 298 10 0 17 Feb 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 586 40 0 20 Jan 2025
Shifting Spotlight for Co-supervision: A Simple yet Efficient Single-branch Network to See Through CamouflageIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Yang Hu Jinxia Zhang Kaihua Zhang Yin Yuan Jiale Huang Z. Zhan Xinyu Wang 180 1 0 31 Dec 2024
First-frame Supervised Video Polyp Segmentation via Propagative and Semantic Dual-teacher NetworkIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Qiang Hu Mei Liu Qiang Li Zhiwei Wang 196 2 0 21 Dec 2024
Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp EditingIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024 Runpu Wei Zijin Yin Kongming Liang Min Min Changzai Pan Gang Yu Haonan Huang Yan Liu Tianhao Shen 171 0 0 22 Oct 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
MedViLaM: A multimodal large language model with advanced generalizability and explainability for medical data understanding and generation Lijian Xu Hao Sun Ziyu Ni Jiaming Song Shaoting Zhang LM&MA 134 5 0 29 Sep 2024
MixPolyp: Integrating Mask, Box and Scribble Supervision for Enhanced Polyp SegmentationIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024 Yiwen Hu Jun Wei Yuncheng Jiang Haoyang Li Shuguang Cui Zhen Li Song Wu 89 0 0 25 Sep 2024
Segment Anything in Medical Images and Videos: Benchmark and Deployment Jun Ma Sumin Kim Feifei Li Mohammed Baharoon Reza Asakereh Hongwei Lyu Bo Wang VLM MedIm 254 58 0 06 Aug 2024
HilbertMamba: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos Huihui Xu Yijun Yang Angelica I Aviles-Rivero Guang Yang J. Qin Lei Zhu 172 4 0 08 Jul 2024
SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Qiang Hu Zhenyu Yi Ying Zhou Fang Peng Mei Liu Qiang Li Zhiwei Wang 147 10 0 19 Jun 2024
SSTFB: Leveraging self-supervised pretext learning and temporal self-attention with feature branching for real-time video polyp segmentation Ziang Xu J. Rittscher Sharib Ali 179 1 0 14 Jun 2024
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding Ming Hu Peng Xia Lin Wang Siyuan Yan Feilong Tang ... Xuelian Cheng Jun Cheng Chi Liu Kaijing Zhou Zongyuan Ge 210 25 0 11 Jun 2024
Generalize Polyp Segmentation via Inpainting across Diverse Backgrounds and Pseudo-Mask Refinement Jiajian Ma Fangqi Lu Silin Huang Song Wu Zhen Li DiffM MedIm 178 1 0 21 May 2024
A Spatial-Temporal Progressive Fusion Network for Breast Lesion Segmentation in Ultrasound VideosIEEE transactions on multimedia (IEEE TMM), 2024 Zhengzheng Tu Zigang Zhu Yayang Duan Bo Jiang Qishun Wang Chaoxue Zhang MedIm 163 1 0 18 Mar 2024
Explicit Motion Handling and Interactive Prompting for Video Camouflaged Object Detection Xin Zhang Tao Xiao Gepeng Ji Xuan Wu Keren Fu Qijun Zhao 212 5 0 04 Mar 2024
PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTM Debayan Bhattacharya Konrad Reuter F. Behrendt Lennart Maack S. Grube Alexander Schlaefer 248 4 0 18 Feb 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
ECC-PolypDet: Enhanced CenterNet with Contrastive Learning for Automatic Polyp DetectionIEEE journal of biomedical and health informatics (IEEE JBHI), 2023 Yuncheng Jiang Zixun Zhang Yiwen Hu Guanbin Li Xiang Wan Song Wu Shuguang Cui Silin Huang Zhen Li 156 6 0 10 Jan 2024
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis AttentionMachine Intelligence Research (MIR), 2023 Hao Shao Quansheng Zeng Qibin Hou Jufeng Yang 297 32 0 14 Dec 2023
Large Model Based Referring Camouflaged Object Detection Shupeng Cheng Ge-Peng Ji Pengda Qin Deng-Ping Fan Bowen Zhou Peng Xu ObjD 198 13 0 28 Nov 2023
ScribblePolyp: Scribble-Supervised Polyp Segmentation through Dual Consistency Alignment Zixun Zhang Yuncheng Jiang JunChao Wei Hannah Cui Zhen Li 107 0 0 09 Nov 2023
ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Youwei Pang Xiaoqi Zhao Tian-Zhu Xiang Lihe Zhang Huchuan Lu 426 55 0 31 Oct 2023
Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric DataMachine Intelligence Research (MIR), 2023 Yu-Cheng Chou Bowen Li Deng-Ping Fan Yaoyao Liu Zongwei Zhou MedIm 306 6 0 23 Oct 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
UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg CodebaseIEEE International Conference on Computer Vision (ICCV), 2023 You-Chen Liu Runnan Chen Xin Li Lingdong Kong Yuchen Yang ... Xinge Zhu Yuexin Ma Yikang Li Yu Qiao Yuenan Hou 3DPC 3DV 175 74 0 11 Sep 2023
How Good is Google Bard's Visual Understanding? An Empirical Study on Open ChallengesMachine Intelligence Research (MIR), 2023 Haotong Qin Ge-Peng Ji Salman Khan Deng-Ping Fan Fahad Shahbaz Khan Luc Van Gool AAML 96 21 0 27 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming-Hsuan Yang Fahad Shahbaz Khan VLM 364 149 0 25 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
See More and Know More: Zero-shot Point Cloud Segmentation via Multi-modal Visual DataIEEE International Conference on Computer Vision (ICCV), 2023 Yuhang Lu Qingnan Jiang Runnan Chen Yuenan Hou Xinge Zhu Yuexin Ma 3DPC 163 25 0 20 Jul 2023
TALL: Thumbnail Layout for Deepfake Video DetectionIEEE International Conference on Computer Vision (ICCV), 2023 Yuting Xu Jian Liang Gengyun Jia Ziming Yang Yanhao Zhang Ran He ViT 243 99 0 14 Jul 2023
Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-trainInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Zhao Wang Chang Liu Shaoting Zhang Qi Dou MedIm 357 94 0 29 Jun 2023
Rethinking Polyp Segmentation from an Out-of-Distribution PerspectiveMachine Intelligence Research (MIR), 2023 Ge-Peng Ji Jing Zhang Dylan Campbell Huan Xiong Nick Barnes 151 12 0 13 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
On the Challenges and Perspectives of Foundation Models for Medical Image Analysis Shaoting Zhang Dimitris N. Metaxas LM&MA VLM MedIm AI4CE 295 224 0 09 Jun 2023
S $^2$ ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 An-Chi Wang Mengya Xu Yang Zhang Mobarakol Islam Hongliang Ren 190 26 0 01 Jun 2023
CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Zhongxi Chen Ke Sun Xianming Lin Rongrong Ji DiffM 199 52 0 29 May 2023
Advances in Deep Concealed Scene Understanding Deng-Ping Fan Ge-Peng Ji Peng Xu Ming-Ming Cheng Daniel Gehrig Luc Van Gool 271 108 0 21 Apr 2023