Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers

16 August 2021

Papers citing "Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers"

50 / 81 papers shown

Title
BiSeg-SAM: Weakly-Supervised Post-Processing Framework for Boosting Binary Segmentation in Segment Anything Models Encheng Su Hu Cao Alois C. Knoll MedIm 65 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 94 0 0 01 Apr 2025
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis Luyuan Xie Tianyu Luan Wenyuan Cai Guochen Yan Zhaoyu Chen Nan Xi Yuejian Fang Qingni Shen Zhonghai Wu Junsong Yuan FedML 146 0 0 13 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 196 14 0 20 Jan 2025
MARIO: A Mixed Annotation Framework For Polyp Segmentation Haoyang Li Yihan Hu Jun Wei Zhen Li 61 0 0 19 Jan 2025
SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation Lin Zhang Wenbo Gao Jie Yi Yunyun Yang 71 0 0 14 Jul 2024
Lesion-aware Dynamic Kernel for Polyp Segmentation Ruifei Zhang Puxiang Lai Xiang Wan De-Jun Fan Feng Gao Xiao-Jian Wu Guanbin Li MedIm 63 83 0 12 Jan 2023
Adaptive Context Selection for Polyp Segmentation Ruifei Zhang Guanbin Li Zhuguo Li Shuguang Cui Xiaobo Li Yizhou Yu 40 222 0 12 Jan 2023
TGANet: Text-guided attention for improved polyp segmentation Nikhil Kumar Tomar Debesh Jha Ulas Bagci Sharib Ali 73 112 0 09 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 45 105 0 27 Mar 2022
Automatic Polyp Segmentation via Multi-scale Subtraction Network Xiaoqi Zhao Lihe Zhang Huchuan Lu MedIm 23 225 0 11 Aug 2021
Shallow Attention Network for Polyp Segmentation JunChao Wei Yiwen Hu Ruimao Zhang Zhen Li S.Kevin Zhou Shuguang Cui 37 264 0 02 Aug 2021
A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation Debesh Jha P. Smedsrud Dag Johansen Thomas de Lange H. Johansen Pål Halvorsen Michael A. Riegler 61 225 0 26 Jul 2021
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation Taehun Kim Hyemin Lee Daijin Kim EgoV 46 259 0 06 Jul 2021
DivergentNets: Medical Image Segmentation by Network Ensemble Vajira Thambawita Steven A. Hicks Pål Halvorsen Michael A. Riegler 18 23 0 01 Jul 2021
PVT v2: Improved Baselines with Pyramid Vision Transformer Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT AI4TS 80 1,634 0 25 Jun 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 137 4,934 0 31 May 2021
Medical Image Segmentation Using Squeeze-and-Expansion Transformers Shaohua Li Xiuchao Sui Xiangde Luo Xinxing Xu Yong Liu Rick Siow Mong Goh ViT MedIm 30 167 0 20 May 2021
Progressively Normalized Self-Attention Network for Video Polyp Segmentation Ge-Peng Ji Yu-Cheng Chou Deng-Ping Fan Geng Chen Huazhu Fu Debesh Jha Ling Shao ViT 33 139 0 18 May 2021
Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation Krushi Patel A. Bur Guanghui Wang 129 102 0 03 May 2021
AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation D. V. Sang Tran Quang Chung P. N. Lan D. V. Hang D. Long N. T. Thuy 140 21 0 02 May 2021
Twins: Revisiting the Design of Spatial Attention in Vision Transformers Xiangxiang Chu Zhi Tian Yuqing Wang Bo Zhang Haibing Ren Xiaolin K. Wei Huaxia Xia Chunhua Shen ViT 46 1,006 0 28 Apr 2021
NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy Debesh Jha Nikhil Kumar Tomar Sharib Ali Michael A. Riegler Haavard D. Johansen Dag Johansen Thomas de Lange Pål Halvorsen 38 55 0 22 Apr 2021
Co-Scale Conv-Attentional Image Transformers Weijian Xu Yifan Xu Tyler A. Chang Zhuowen Tu ViT 45 374 0 13 Apr 2021
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference Ben Graham Alaaeldin El-Nouby Hugo Touvron Pierre Stock Armand Joulin Hervé Jégou Matthijs Douze ViT 41 779 0 02 Apr 2021
Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation A. Lumini L. Nanni Gianluca Maguolo SSeg 41 3 0 02 Apr 2021
Rethinking Spatial Dimensions of Vision Transformers Byeongho Heo Sangdoo Yun Dongyoon Han Sanghyuk Chun Junsuk Choe Seong Joon Oh ViT 472 573 0 30 Mar 2021
CvT: Introducing Convolutions to Vision Transformers Haiping Wu Bin Xiao Noel Codella Mengchen Liu Xiyang Dai Lu Yuan Lei Zhang ViT 109 1,891 0 29 Mar 2021
Understanding Robustness of Transformers for Image Classification Srinadh Bhojanapalli Ayan Chakrabarti Daniel Glasner Daliang Li Thomas Unterthiner Andreas Veit ViT 47 382 0 26 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 295 21,051 0 25 Mar 2021
Scalable Vision Transformers with Hierarchical Pooling Zizheng Pan Bohan Zhuang Jing Liu Haoyu He Jianfei Cai ViT 53 128 0 19 Mar 2021
Duplex Contextual Relation Network for Polyp Segmentation Zijin Yin Kongming Liang Zhanyu Ma Jun Guo EgoV MedIm 34 77 0 11 Mar 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 362 1,544 0 27 Feb 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 443 3,660 0 24 Feb 2021
Concealed Object Detection Deng-Ping Fan Ge-Peng Ji Ming-Ming Cheng Ling Shao 65 421 0 20 Feb 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 228 907 0 16 Feb 2021
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet Li-xin Yuan Yunpeng Chen Tao Wang Weihao Yu Yujun Shi Zihang Jiang Francis E. H. Tay Jiashi Feng Shuicheng Yan ViT 87 1,918 0 28 Jan 2021
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS Chien-Hsiang Huang Hung-Yu Wu Y. Lin 48 178 0 18 Jan 2021
Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks P. Brandao Odysseas Zisimopoulos E. Mazomenos G. Ciuti Jorge Bernal ... P. Dario Anastasios Koulaouzidis A. Arezzo D. Hawkes Danail Stoyanov MedIm 63 64 0 15 Jan 2021
Automatic Polyp Segmentation using Fully Convolutional Neural Network Nikhil Kumar Tomar 13 7 0 11 Jan 2021
Automatic Polyp Segmentation using U-Net-ResNet50 Saruar Alam Nikhil Kumar Tomar Aarati Thakur Debesh Jha A. Rauniyar SSeg 27 25 0 30 Dec 2020
DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Sharib Ali Haavard D. Johansen Dag Johansen Michael A. Riegler Pål Halvorsen 41 108 0 30 Dec 2020
Medico Multimedia Task at MediaEval 2020: Automatic Polyp Segmentation Debesh Jha Steven A. Hicks Krister Emanuelsen Haavard D. Johansen Dag Johansen Thomas de Lange Michael A. Riegler Pål Halvorsen 23 35 0 30 Dec 2020
Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus Vajira Thambawita Steven Hicks Pål Halvorsen Michael A. Riegler 16 6 0 14 Dec 2020
Generative Adversarial Networks for Automatic Polyp Segmentation Awadelrahman M. A. Ahmed GAN MedIm 19 12 0 12 Dec 2020
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning Debesh Jha Sharib Ali Nikhil Kumar Tomar Haavard D. Johansen Dag Johansen J. Rittscher Michael A. Riegler Pål Halvorsen 24 67 0 15 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 340 40,217 0 22 Oct 2020
A Deep Convolutional Neural Network for the Detection of Polyps in Colonoscopy Images Tariq Rahim Syed Ali Hassan Soo Young Shin MedIm 39 43 0 15 Aug 2020
Edge-aware Graph Representation Learning and Reasoning for Face Parsing Gusi Te Yinglu Liu Wei Hu Hailin Shi Tao Mei CVBM 3DH GNN 63 64 0 22 Jul 2020
MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint Xinpeng Xie Jiawei Chen Yuexiang Li Linlin Shen Kai Ma Yefeng Zheng GAN MedIm 19 17 0 22 Jul 2020