v1v2v3 (latest)

SA2-Net: Scale-aware Attention Network for Microscopic Image Segmentation

28 September 2023

Mustansar Fiaz

Moein Heidari

Rao Muhammad Anwer

Hisham Cholakkal

ArXiv (abs)PDF HTML Github (17★)

Papers citing "SA2-Net: Scale-aware Attention Network for Microscopic Image Segmentation"

21 / 21 papers shown

Title
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Yunhe Gao Mu Zhou Ding Liu Zhennan Yan Shaoting Zhang Dimitris N. Metaxas ViT MedIm 108 71 0 28 Feb 2022
DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation Qing Xu Zhicheng Ma Nana He Wenting Duan SSeg OOD 88 242 0 02 Feb 2022
MISSFormer: An Effective Medical Image Segmentation Transformer Xiaohong Huang Zhifang Deng Dandan Li Xueguang Yuan ViT MedIm 152 184 0 15 Sep 2021
DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation Ai-Jun Lin Bingzhi Chen Jiayu Xu Zheng Zhang Guangming Lu ViT MedIm 76 639 0 12 Jun 2021
A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell Segmentation Yinglin Zhang Risa Higashita Huazhu Fu Yanwu Xu Yang Zhang Haofeng Liu Jian Zhang Jiang-Dong Liu ViT MedIm 73 52 0 21 May 2021
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation Hu Cao Yueyue Wang Jieneng Chen Dongsheng Jiang Xiaopeng Zhang Qi Tian Manning Wang ViT MedIm 143 2,931 0 12 May 2021
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification Chun-Fu Chen Quanfu Fan Yikang Shen ViT 71 1,486 0 27 Mar 2021
CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation Yutong Xie Jianpeng Zhang Chunhua Shen Yong-quan Xia ViT MedIm 86 503 0 04 Mar 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 547 3,742 0 24 Feb 2021
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation Jeya Maria Jose Valanarasu Poojan Oza Ilker Hacihaliloglu Vishal M. Patel ViT MedIm 115 998 0 21 Feb 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 264 928 0 16 Feb 2021
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation Jieneng Chen Yongyi Lu Qihang Yu Xiangde Luo Ehsan Adeli Yan Wang Le Lu Alan Yuille Yuyin Zhou ViT MedIm 100 3,506 0 08 Feb 2021
U-Net Using Stacked Dilated Convolutions for Medical Image Segmentation Shuhang Wang Szu-Yeu Hu Eugene Cheah Xiaohong Wang Jingchao Wang ... Qian Li Shinn-Huey S Chou C. Lehman Viksit Kumar A. Samir SSeg 51 31 0 07 Apr 2020
Multi-scale self-guided attention for medical image segmentation Ashish Sinha Jose Dolz SSeg 80 418 0 07 Jun 2019
MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation Nabil Ibtehaz Mohammad Sohel Rahman SSeg 75 1,646 0 11 Feb 2019
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella V. Rotemberg P. Tschandl M. E. Celebi Stephen W. Dusza ... Aadi Kalloo Konstantinos Liopyris Michael Marchetti Harald Kittler Allan Halpern 113 1,193 0 09 Feb 2019
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 107 6,185 0 18 Jul 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 165 5,081 0 11 Apr 2018
Road Extraction by Deep Residual U-Net Zhengxin Zhang Qingjie Liu Yunhong Wang SSeg 85 2,140 0 29 Nov 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 359 20,136 0 07 Oct 2016
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 218 4,898 0 22 Dec 2014