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 / 51 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 59 0 0 27 Feb 2025
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 C. L. P. Chen OOD 19 2 0 02 Jul 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 41 91 0 20 Apr 2023
ADS_UNet: A Nested UNet for Histopathology Image Segmentation Yi-Lun Yang S. Dasmahapatra S. Mahmoodi MedIm SSeg 26 16 0 10 Apr 2023
Attention-based convolutional neural network for perfusion T2-weighted MR images preprocessing Svitlana Alkhimova Oleksii Diumin 13 0 0 04 Mar 2023
FCB-SwinV2 Transformer for Polyp Segmentation Kerr Fitzgerald B. Matuszewski ViT MedIm 13 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 11 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 22 1 0 16 Jun 2022
Image Reconstruction of Multi Branch Feature Multiplexing Fusion Network with Mixed Multi-layer Attention Yuxi Cai Huicheng Lai SupR 16 7 0 27 May 2022
Video-based Formative and Summative Assessment of Surgical Tasks using Deep Learning Erim Yanik Uwe Krüger Xavier Intes Rahul Rahul S. De 17 12 0 17 Mar 2022
A Dynamic Residual Self-Attention Network for Lightweight Single Image Super-Resolution Karam Park Jae Woong Soh N. Cho 19 68 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 35 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 24 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 24 14 0 16 Aug 2021
Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truth Bo Zhou Chi Liu James S. Duncan MedIm 57 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 20 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 17 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 24 141 0 13 Apr 2021
FatNet: A Feature-attentive Network for 3D Point Cloud Processing Chaitanya Kaul Nick E. Pears S. Manandhar 3DPC 28 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 29 236 0 10 Mar 2021
CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images Narinder Singh Punn Sonali Agarwal 26 31 0 13 Dec 2020
Radar+RGB Attentive Fusion for Robust Object Detection in Autonomous Vehicles Ritu Yadav A. Vierling Karsten Berns 6 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 41 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 17 11 0 25 Jun 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 26 28 0 10 Mar 2020
Blind Image Restoration without Prior Knowledge N. Elron S. Yuval Dmitry Rudoy Noam Levy 23 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 24 246 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 21 22 0 28 Oct 2019
Eyenet: Attention based Convolutional Encoder-Decoder Network for Eye Region Segmentation Priya Kansal S. Nathan 24 27 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 16 751 0 27 Aug 2019
SESF-Fuse: An Unsupervised Deep Model for Multi-Focus Image Fusion Boyuan Ma Xiaojuan Ban Haiyou Huang Yu Zhu 19 196 0 05 Aug 2019
Cross Attention Network for Semantic Segmentation Mengyu Liu Hujun Yin 3DPC SSeg 21 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 16 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 16 36 0 09 Jul 2019
SkeletonNet: Shape Pixel to Skeleton Pixel S. Nathan Priya Kansal 3DV 21 21 0 02 Jul 2019
Automated Design of Deep Learning Methods for Biomedical Image Segmentation Fabian Isensee Paul F. Jäger Simon A. A. Kohl Jens Petersen Klaus H. Maier-Hein 3DV SSeg 23 170 0 17 Apr 2019
Semi-Supervised Segmentation of Salt Bodies in Seismic Images using an Ensemble of Convolutional Neural Networks Yauhen Babakhin A. Sanakoyeu Hirotoshi Kitamura 24 59 0 09 Apr 2019
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images Abhijit Guha Roy Shayan Siddiqui Sebastian Polsterl Nassir Navab Christian Wachinger 13 181 0 04 Feb 2019
A Survey of the Recent Architectures of Deep Convolutional Neural Networks Asifullah Khan A. Sohail Umme Zahoora Aqsa Saeed Qureshi OOD 8 2,268 0 17 Jan 2019
AUNet: Attention-guided dense-upsampling networks for breast mass segmentation in whole mammograms Hui Sun Cheng Li Boqiang Liu Hairong Zheng David Dagan Feng Shanshan Wang 24 120 0 24 Oct 2018
Triple Attention Mixed Link Network for Single Image Super Resolution Xi Cheng Xiang Li Jian Yang SupR 19 9 0 08 Oct 2018
nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation Fabian Isensee Jens Petersen André Klein David Zimmerer Paul F. Jaeger ... Jakob Wasserthal Gregor Koehler T. Norajitra Sebastian J. Wirkert Klaus H. Maier-Hein SSeg 29 772 0 27 Sep 2018
No New-Net Fabian Isensee Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier-Hein SSeg 28 394 0 27 Sep 2018