UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation

6 July 2021

Papers citing "UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation"

48 / 48 papers shown

Title
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention Jun Zeng KC Santosh Deepak Rajan Nayak Thomas de Lange Jonas Varkey Tyler Berzin Debesh Jha ViT MedIm 33 0 0 18 Apr 2025
PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation Bo-Cheng Hu Ge-Peng Ji Dian Shao Deng-Ping Fan 25 0 0 15 Apr 2025
Uncertainty Guided Refinement for Fine-Grained Salient Object Detection Yao Yuan Pan Gao Qun Dai Jie Qin Wei Xiang 30 0 0 13 Apr 2025
BiSeg-SAM: Weakly-Supervised Post-Processing Framework for Boosting Binary Segmentation in Segment Anything Models Encheng Su Hu Cao Alois C. Knoll MedIm 38 0 0 02 Apr 2025
Coca-Splat: Collaborative Optimization for Camera Parameters and 3D Gaussians Jiamin Wu Hongyang Li Xiaoke Jiang Yuan Yao Lei Zhang 3DGS 49 0 0 01 Apr 2025
LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images Fiseha B. Tesema Alejandro Guerra Manzanares Tianxiang Cui Qian Zhang Moses Solomon Sean He 54 0 0 24 Mar 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 149 12 0 20 Jan 2025
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps M. A. Manan Feng Jinchao Muhammad Yaqub Shahzad Ahmed Syed Muhammad Ali Imran Imran Shabir Chuhan Haroon Ahmed Khan 91 3 0 03 Dec 2024
Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing Runpu Wei Zijin Yin Kongming Liang Min Min C. Pan Gang Yu Haonan Huang Yan Liu Z. Ma 18 0 0 22 Oct 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng-Tao Xu Nick Barnes F. Khan Salman Khan Deng-Ping Fan 41 4 0 22 Oct 2024
EndoOmni: Zero-Shot Cross-Dataset Depth Estimation in Endoscopy by Robust Self-Learning from Noisy Labels Qingyao Tian Zhen Chen Huai Liao Xinyan Huang Lujie Li Sebastien Ourselin Hongbin Liu 74 1 0 09 Sep 2024
Transformer-Enhanced Iterative Feedback Mechanism for Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Koushik Biswas Tyler M. Berzin Rajesh N. Keswani Michael B. Wallace Ulas Bagci MedIm 27 0 0 25 Aug 2024
SAM-SP: Self-Prompting Makes SAM Great Again Chunpeng Zhou Kangjie Ning Qianqian Shen Sheng Zhou Zhi Yu Haishuai Wang VLM 34 1 0 22 Aug 2024
Ensemble architecture in polyp segmentation Hao-Yun Hsu Yi-Ching Cheng Guan-Hua Huang 29 0 0 14 Aug 2024
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection Mobina Mansoori Sajjad Shahabodini J. Abouei Konstantinos N. Plataniotis Arash Mohammadi MedIm 32 5 0 12 Aug 2024
ASPS: Augmented Segment Anything Model for Polyp Segmentation Huiqian Li Dingwen Zhang Jieru Yao Longfei Han Zhongyu Li J. Han 44 10 0 30 Jun 2024
Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation Quang Vinh Nguyen V. Huynh Soo-Hyung Kim 25 3 0 13 May 2024
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation Md Mostafijur Rahman Mustafa Munir R. Marculescu MedIm 21 30 0 11 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 29 6 0 02 May 2024
Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation Yulin Chen Guoheng Huang Kai Huang Zijin Lin Guo Zhong Shenghong Luo Jie Deng Jian Zhou MedIm 33 0 0 01 Apr 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 38 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 31 9 0 22 Jan 2024
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation Md Mostafijur Rahman R. Marculescu MedIm 19 32 0 24 Oct 2023
Multi-level feature fusion network combining attention mechanisms for polyp segmentation Junzhuo Liu Qiaosong Chen Ye Zhang Z. Wang Deng Xin Jin Wang 14 19 0 19 Sep 2023
FLDNet: A Foreground-Aware Network for Polyp Segmentation Leveraging Long-Distance Dependencies Xuefeng Wei Xuan Zhou MedIm 22 0 0 12 Sep 2023
Prototype Learning for Out-of-Distribution Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Ulas Bagci OOD 19 0 0 07 Aug 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 19 1 0 22 Jul 2023
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-Net A. Khan Alif Ashrafee Fahim Shahriar Khan Md. Bakhtiar Hasan M. H. Kabir SSeg 14 5 0 25 Jun 2023
Neural Network Pruning for Real-time Polyp Segmentation Suman Sapkota Pranav Poudel Sudarshan Regmi Bibek Panthi Binod Bhattarai MedIm 19 0 0 22 Jun 2023
Rethinking Polyp Segmentation from an Out-of-Distribution Perspective Ge-Peng Ji Jing Zhang Dylan Campbell Huan Xiong Nick Barnes 33 6 0 13 Jun 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 19 16 0 29 May 2023
Towards Diverse Binary Segmentation via A Simple yet General Gated Network Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu Lei Zhang 23 14 0 18 Mar 2023
Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation Kai Ren K. Zou Xianjie Liu Yidi Chen Xuedong Yuan Xiaojing Shen Meng Wang H. Fu EDL 17 11 0 17 Mar 2023
TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing Debesh Jha Nikhil Kumar Tomar Vanshali Sharma Ulas Bagci ViT MedIm 12 48 0 13 Mar 2023
3D Matting: A Benchmark Study on Soft Segmentation Method for Pulmonary Nodules Applied in Computed Tomography Lin Wang Xiufen Ye Donghao Zhang Wanji He Lie Ju ... Xin Wang Wei Feng Kaimin Song Xin Zhao Z. Ge 3DV 18 1 0 11 Oct 2022
LAPFormer: A Light and Accurate Polyp Segmentation Transformer Mai Nguyen Tu Bui Quan Nguyen T. Nguyen Toan Van Pham ViT 3DV MedIm 98 3 0 10 Oct 2022
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Taehung Kim Kunhee Kim J. Lee D. Cha Ji-Heon Lee Daijin Kim 46 42 0 20 Sep 2022
FCN-Transformer Feature Fusion for Polyp Segmentation Edward Sanderson B. Matuszewski ViT MedIm 18 116 0 17 Aug 2022
Semantic decomposition Network with Contrastive and Structural Constraints for Dental Plaque Segmentation Jian Shi Baoli Sun Xinchen Ye Zhihui Wang Xiaolong Luo Jin Liu Heli Gao Haojie Li 22 8 0 12 Aug 2022
Boosting Camouflaged Object Detection with Dual-Task Interactive Transformer Zheng Liu Zhili Zhang Wei Yu Wu 25 46 0 21 May 2022
Video Polyp Segmentation: A Deep Learning Perspective Ge-Peng Ji Guobao Xiao Yu-Cheng Chou Deng-Ping Fan Kai Zhao Geng Chen Luc Van Gool 23 102 0 27 Mar 2022
Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation Wen Zou Muyi Sun 25 18 0 16 Mar 2022
Stepwise Feature Fusion: Local Guides Global Jinfeng Wang Qiming Huang Feilong Tang Jia Meng Jionglong Su Sifan Song ViT MedIm 11 177 0 07 Mar 2022
Deep ensembles in bioimage segmentation L. Nanni Daniela Cuza A. Lumini Andrea Loreggia S. Brahnam SSeg 8 8 0 24 Dec 2021
GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation Abhishek Srivastava S. Chanda Debesh Jha Umapada Pal Sharib Ali MedIm 17 23 0 20 Nov 2021
Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers B. Dong Wenhai Wang Deng-Ping Fan Jinpeng Li H. Fu Ling Shao ViT MedIm 19 308 0 16 Aug 2021
Medical Matting: A New Perspective on Medical Segmentation with Uncertainty Lin Wang Lie Ju Xin Wang Wanji He Donghao Zhang ... Zhiwen Yang Xuan-Liang Yao Xin Zhao Xiufen Ye Z. Ge 20 3 0 18 Jun 2021
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation Abhishek Srivastava Debesh Jha S. Chanda Umapada Pal Haavard D. Johansen Dag Johansen Michael A. Riegler Sharib Ali P. Halvorsen 26 196 0 16 May 2021