Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks

7 March 2018

Nassir Navab

Papers citing "Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks"

50 / 59 papers shown

Title
RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering Wei Yang Yiran Zhu Jiayu Shen Yuhan Tang Chengchang Pan Hui He Yan Su Honggang Qi 71 0 0 27 Feb 2025
MFA-Net: Multi-Scale feature fusion attention network for liver tumor segmentation Yanli Yuan Bingbing Wang Chuan Zhang Jingyi Xu Ximeng Liu Liehuang Zhu MedIm 30 1 0 07 May 2024
Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation Jingjie Guo Weitong Zhang Matthew Sinclair Daniel Rueckert Chen Chen OOD 29 2 0 02 Jul 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 27 16 0 29 May 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review Shanliang Yao Runwei Guan Xiaoyu Huang Zhuoxiao Li Xiangyu Sha ... Eng Gee Lim H. Seo Ka Lok Man Xiaohui Zhu Yutao Yue 43 91 0 20 Apr 2023
ADS_UNet: A Nested UNet for Histopathology Image Segmentation Yi-Lun Yang S. Dasmahapatra S. Mahmoodi MedIm SSeg 34 16 0 10 Apr 2023
Attention-based convolutional neural network for perfusion T2-weighted MR images preprocessing Svitlana Alkhimova Oleksii Diumin 20 0 0 04 Mar 2023
FCB-SwinV2 Transformer for Polyp Segmentation Kerr Fitzgerald B. Matuszewski ViT MedIm 21 12 0 02 Feb 2023
Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networks A. Dobshik S. Verbitskiy I. Pestunov K. Sherman Yuriy Sinyavskiy A. Tulupov V. Berikov 26 6 0 17 Jan 2023
Progressive Knowledge Transfer Based on Human Visual Perception Mechanism for Perceptual Quality Assessment of Point Clouds Qi Liu Yiyun Liu Honglei Su Hui Yuan R. Hamzaoui 19 9 0 30 Nov 2022
DEEP $^2$ : Deep Learning Powered De-scattering with Excitation Patterning Navodini Wijethilake Mithunjha Anandakumar Cheng Zheng Peter T. C. So Murat Yildirim D. Wadduwage 19 1 0 19 Oct 2022
The Change You Want to See Ragav Sachdeva Andrew Zisserman 31 3 0 28 Sep 2022
Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation Gongping Chen L. Li Jianxun Zhang Yu Dai SSeg 21 66 0 15 Sep 2022
Switchable Representation Learning Framework with Self-compatibility Shengsen Wu Yan Bai Yihang Lou Xiongkun Linghu Jianzhong He Ling-yu Duan 24 1 0 16 Jun 2022
Image Reconstruction of Multi Branch Feature Multiplexing Fusion Network with Mixed Multi-layer Attention Yuxi Cai Huicheng Lai SupR 24 7 0 27 May 2022
Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation Zhaotao Wu Jia Wei Jiabing Wang Rui Li 22 4 0 21 Mar 2022
Video-based Formative and Summative Assessment of Surgical Tasks using Deep Learning Erim Yanik Uwe Krüger Xavier Intes Rahul Rahul S. De 35 12 0 17 Mar 2022
ST-MTL: Spatio-Temporal Multitask Learning Model to Predict Scanpath While Tracking Instruments in Robotic Surgery Mobarakol Islam V. Vibashan C. Lim Hongliang Ren 28 40 0 10 Dec 2021
A Dynamic Residual Self-Attention Network for Lightweight Single Image Super-Resolution Karam Park Jae Woong Soh N. Cho 27 69 0 08 Dec 2021
Feature-enhanced Generation and Multi-modality Fusion based Deep Neural Network for Brain Tumor Segmentation with Missing MR Modalities Tongxue Zhou S. Canu P. Vera S. Ruan MedIm 41 42 0 08 Nov 2021
A Tri-attention Fusion Guided Multi-modal Segmentation Network Tongxue Zhou S. Ruan P. Vera S. Canu MedIm 35 45 0 02 Nov 2021
PL-Net: Progressive Learning Network for Medical Image Segmentation Junlong Cheng Chengrui Gao Chaoqing Wang Zhang Ming Yong-Liang Yang Min Zhu SSeg 28 1 0 27 Oct 2021
A Vision-based Irregular Obstacle Avoidance Framework via Deep Reinforcement Learning Lingping Gao J. Ding Wenxi Liu Haiyin Piao Yuxin Wang Xin Yang Baocai Yin 3DV 32 14 0 16 Aug 2021
Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truth Bo Zhou Chi Liu James S. Duncan MedIm 61 18 0 12 Jul 2021
Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation Joao Lourencco Silva M. Menezes T. Rodrigues B. Silva F. Pinto Arlindo L. Oliveira MedIm 31 17 0 21 Jun 2021
MDA-Net: Multi-Dimensional Attention-Based Neural Network for 3D Image Segmentation R. Gandhi Yi Hong 25 0 0 10 May 2021
Augmenting Deep Classifiers with Polynomial Neural Networks Grigorios G. Chrysos Markos Georgopoulos Jiankang Deng Jean Kossaifi Yannis Panagakis Anima Anandkumar 24 18 0 16 Apr 2021
Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities Tongxue Zhou S. Canu P. Vera S. Ruan 27 141 0 13 Apr 2021
FatNet: A Feature-attentive Network for 3D Point Cloud Processing Chaitanya Kaul Nick E. Pears S. Manandhar 3DPC 36 25 0 07 Apr 2021
U-Net Transformer: Self and Cross Attention for Medical Image Segmentation Olivier Petit Nicolas Thome Clément Rambour L. Soler ViT MedIm 35 237 0 10 Mar 2021
CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images Narinder Singh Punn Sonali Agarwal 34 31 0 13 Dec 2020
Radiogenomics of Glioblastoma: Identification of Radiomics associated with Molecular Subtypes Navodini Wijethilake Mobarakol Islam D. Meedeniya Charith D. Chitraranjan I. Perera Hongliang Ren 11 8 0 27 Oct 2020
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Ran Gu Guotai Wang Tao Song Rui Huang Michael Aertsen Jan Deprest Sébastien Ourselin Tom Kamiel Magda Vercauteren Shaoting Zhang SSeg 42 457 0 22 Sep 2020
Radar+RGB Attentive Fusion for Robust Object Detection in Autonomous Vehicles Ritu Yadav A. Vierling Karsten Berns 21 13 0 31 Aug 2020
Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets Tian Chen S. An Yuan Zhang Chongyang Ma Huayan Wang Xiaoyan Guo Wen Zheng MDE 46 31 0 22 Jul 2020
Learning and Reasoning with the Graph Structure Representation in Robotic Surgery Mobarakol Islam Seenivasan Lalithkumar Lim Chwee Ming Hongliang Ren 25 38 0 07 Jul 2020
Sound Event Localization and Detection using Squeeze-Excitation Residual CNNs Javier Naranjo-Alcazar Sergi Perez-Castanos J. Ferrandis P. Zuccarello M. Cobos 35 11 0 25 Jun 2020
Neural i-vectors Ville Vestman Kong Aik Lee Tomi Kinnunen DRL 16 4 0 03 Apr 2020
AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted Surgery Mobarakol Islam V. Vibashan Hongliang Ren 32 28 0 10 Mar 2020
Blind Image Restoration without Prior Knowledge N. Elron S. Yuval Dmitry Rudoy Noam Levy 31 6 0 03 Mar 2020
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images Anjany Sekuboyina M. Husseini Amirhossein Bayat Maximilian Löffler Hans Liebl ... Ben Glocker A. Valentinitsch Markus Rempfler Bjorn H. Menze Jan S. Kirschke 24 249 0 24 Jan 2020
Multi-sequence Cardiac MR Segmentation with Adversarial Domain Adaptation Network Jiexiang Wang Hongyu Huang Chaoqi Chen Wenao Ma Yue Huang Xinghao Ding OOD 23 22 0 28 Oct 2019
Eyenet: Attention based Convolutional Encoder-Decoder Network for Eye Region Segmentation Priya Kansal S. Nathan 24 28 0 08 Oct 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 35 751 0 27 Aug 2019
SESF-Fuse: An Unsupervised Deep Model for Multi-Focus Image Fusion Boyuan Ma Xiaojuan Ban Haiyou Huang Yu Zhu 27 197 0 05 Aug 2019
Cross Attention Network for Semantic Segmentation Mengyu Liu Hujun Yin 3DPC SSeg 24 18 0 25 Jul 2019
Mixed-Supervised Dual-Network for Medical Image Segmentation Duo Wang Ming Li N. Ben-Shlomo C. Corrales Yu Cheng Tao Zhang J. Jayender 19 28 0 24 Jul 2019
Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster Qingbin Shao Lijun Gong Kai Ma Hualuo Liu Yefeng Zheng MedIm 24 36 0 09 Jul 2019
SkeletonNet: Shape Pixel to Skeleton Pixel S. Nathan Priya Kansal 3DV 21 21 0 02 Jul 2019
Multi-scale self-guided attention for medical image segmentation Ashish Sinha Jose Dolz SSeg 31 413 0 07 Jun 2019