A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images

2 December 2016

David Vázquez

Jorge Bernal

F. Sánchez

Gloria Fernández-Esparrach

Aaron Courville

Papers citing "A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images"

43 / 43 papers shown

Title
AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection Bin-Bin Gao Yue Zhou Jiangtao Yan Y. Cai Wenbo Zhang Meng Wang Jun Liu Yong-Jin Liu Lei Wang Chengjie Wang VLM 41 0 0 15 May 2025
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation Kunpeng Qiu Zhiqiang Gao Zhiying Zhou Mingjie Sun Yongxin Guo MedIm 36 0 0 09 May 2025
Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation Diego Adame Jose Angel Nuñez Fabian Vazquez Nayeli Gurrola Huimin Li Haoteng Tang Bin Fu Pengfei Gu Mamba 35 0 0 09 May 2025
BiSeg-SAM: Weakly-Supervised Post-Processing Framework for Boosting Binary Segmentation in Segment Anything Models Encheng Su Hu Cao Alois C. Knoll MedIm 43 0 0 02 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 159 12 0 20 Jan 2025
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng Xu Nick Barnes Fahad Shahbaz Khan Salman Khan Deng-Ping Fan 49 4 0 22 Oct 2024
ASPS: Augmented Segment Anything Model for Polyp Segmentation Huiqian Li Dingwen Zhang Jieru Yao Longfei Han Zhongyu Li J. Han 53 10 0 30 Jun 2024
Automatically Adaptive Conformal Risk Control Vincent Blot Anastasios Nikolas Angelopoulos Michael I Jordan Nicolas Brunel AI4CE 44 2 0 25 Jun 2024
CRIS: Collaborative Refinement Integrated with Segmentation for Polyp Segmentation Ankush Gajanan Arudkar Bernard J.E. Evans 38 0 0 30 May 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 33 0 0 21 May 2024
Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation Xiaolu Kang Zhuoqi Ma Kang Liu Yunan Li Qiguang Miao 42 3 0 18 May 2024
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey Rokas Gipiškis Chun-Wei Tsai Olga Kurasova 63 5 0 02 May 2024
Multi-level feature fusion network combining attention mechanisms for polyp segmentation Junzhuo Liu Qiaosong Chen Ye Zhang Zihao Wang Deng Xin Jin Wang 28 20 0 19 Sep 2023
Edge-aware Feature Aggregation Network for Polyp Segmentation Tao Zhou Yizhe Zhang Geng Chen Yi Zhou Ye Wu Deng-Ping Fan 136 6 0 19 Sep 2023
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models K. Poudel Manish Dhakal Prasiddha Bhandari Rabin Adhikari Safal Thapaliya Bishesh Khanal VLM 30 17 0 15 Aug 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 38 1 0 22 Jul 2023
Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor MedIm 37 2 0 20 Jul 2023
HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance Chunming He Kai Li Guoxia Xu Jiangpeng Yan Longxiang Tang Yulun Zhang Xiu Li Yao Wang MedIm 32 37 0 15 Jul 2023
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp Segmentation N. Thuan Nguyen Thi Oanh N. T. Thuy Stuart W. Perry D. V. Sang ViT MedIm 42 5 0 12 Jul 2023
UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis Pham Vu Hung N. Manh Nguyen Thi Oanh N. T. Thuy D. V. Sang ViT MedIm 27 3 0 12 Jul 2023
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation Xiaofei Huang Hongfang Gong Jin Zhang MedIm 34 2 0 10 Apr 2023
Towards Diverse Binary Segmentation via A Simple yet General Gated Network Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu Lei Zhang 28 14 0 18 Mar 2023
Towards General Purpose Medical AI: Continual Learning Medical Foundation Model Huahui Yi Ziyuan Qin Qicheng Lao Wei Xu Zekun Jiang Dequan Wang Shaoting Zhang Kang Li OOD MedIm CLL 22 11 0 12 Mar 2023
TAX: Tendency-and-Assignment Explainer for Semantic Segmentation with Multi-Annotators Yuan Cheng Zu-Yun Shiau Fu-En Yang Yu-Chiang Frank Wang 39 2 0 19 Feb 2023
Adaptive Context Selection for Polyp Segmentation Ruifei Zhang Guanbin Li Zhuguo Li Shuguang Cui Xiaobo Li Yizhou Yu 31 221 0 12 Jan 2023
LAPFormer: A Light and Accurate Polyp Segmentation Transformer Mai Nguyen Tu Bui Quan Nguyen T. Nguyen Toan Van Pham ViT 3DV MedIm 106 4 0 10 Oct 2022
ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video Qi Chang Danish Ahmad J.W. Toth R. Bascom W. Higgins MedIm 21 49 0 15 Jul 2022
XBound-Former: Toward Cross-scale Boundary Modeling in Transformers Jiacheng Wang Fei Chen Yuxi Ma Liansheng Wang Zhaodong Fei Jia Shuai Xiangdong Tang Qichao Zhou Jing Qin ViT MedIm 27 63 0 02 Jun 2022
PlutoNet: An Efficient Polyp Segmentation Network with Modified Partial Decoder and Decoder Consistency Training Tugberk Erol Duygu Sarikaya 21 1 0 06 Apr 2022
Label-efficient Hybrid-supervised Learning for Medical Image Segmentation Junwen Pan Qi Bi Yanzhan Yang Pengfei Zhu Cheng Bian 21 21 0 10 Mar 2022
An Efficient Polyp Segmentation Network Tugberk Erol Duygu Sarikaya MedIm 27 2 0 08 Mar 2022
ERS: a novel comprehensive endoscopy image dataset for machine learning, compliant with the MST 3.0 specification Jan Cychnerski T. Dziubich Adam Brzeski 24 7 0 21 Jan 2022
BDG-Net: Boundary Distribution Guided Network for Accurate Polyp Segmentation Zihuan Qiu Zhichuan Wang Miaomiao Zhang Ziyong Xu Jie Fan Linfeng Xu 30 52 0 03 Jan 2022
Deep ensembles in bioimage segmentation L. Nanni Daniela Cuza A. Lumini Andrea Loreggia S. Brahnam SSeg 18 8 0 24 Dec 2021
Self-Supervised U-Net for Segmenting Flat and Sessile Polyps Debayan Bhattacharya C. Betz D. Eggert Alexander Schlaefer 31 5 0 17 Oct 2021
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation Adrian Galdran G. Carneiro M. A. G. Ballester MedIm 35 27 0 05 Oct 2021
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Ange Lou Shuyue Guan Hanseok Ko Murray H. Loew 150 193 0 16 Aug 2021
Shallow Attention Network for Polyp Segmentation JunChao Wei Yiwen Hu Ruimao Zhang Zhen Li S.Kevin Zhou Shuguang Cui 18 263 0 02 Aug 2021
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation Taehun Kim Hyemin Lee Daijin Kim EgoV 27 251 0 06 Jul 2021
Membership Inference Attacks are Easier on Difficult Problems Avital Shafran Shmuel Peleg Yedid Hoshen MIACV 16 16 0 15 Feb 2021
PraNet: Parallel Reverse Attention Network for Polyp Segmentation Deng-Ping Fan Ge-Peng Ji Tao Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao ODL 41 1,143 0 13 Jun 2020
Generative Adversarial Networks for Video-to-Video Domain Adaptation Jiawei Chen Yuexiang Li Kai Ma Yefeng Zheng GAN VGen MedIm 25 23 0 17 Apr 2020
Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation Balamurali Murugesan Kaushik Sarveswaran Sharath M. Shankaranarayana Keerthi Ram M. Sivaprakasam SSeg 35 141 0 11 Feb 2019