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v1v2 (latest)

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

IEEE Transactions on Medical Imaging (TMI), 2019

11 December 2019

Zongwei Zhou

ArXiv (abs)PDF HTML Github (2440★)

Papers citing "UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation"

50 / 517 papers shown

Title
AAU-net: An Adaptive Attention U-net for Breast Lesions Segmentation in Ultrasound ImagesIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Gongping Chen Yu Dai Jianxun Zhang Moi Hoon Yap 228 242 0 26 Apr 2022
LEFM-Nets: Learnable Explicit Feature Map Deep Networks for Segmentation of Histopathological Images of Frozen Sections Dario Sitnik I. Kopriva MedIm 107 3 0 14 Apr 2022
HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound ImagesExpert systems with applications (ESWA), 2022 Jikuan Qian Rui Li Xin Yang Yuhao Huang Mingyuan Luo ... Wenhui Hong Ruobing Huang China Dong Ni Xining 110 12 0 14 Apr 2022
PlutoNet: An Efficient Polyp Segmentation Network with Modified Partial Decoder and Decoder Consistency TrainingHealthcare technology letters (HTL), 2022 Tugberk Erol Duygu Sarikaya 161 1 0 06 Apr 2022
Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial ProcessesNeural Information Processing Systems (NeurIPS), 2022 Christian Eichenberger M. Neun Henry Martin Pedro Herruzo M. Spanring ... Fei Tang A. Gruca Michael K Kopp David P. Kreil Sepp Hochreiter 257 22 0 31 Mar 2022
Automatic Facial Skin Feature Detection for Everyone Qian Zheng Ankur Purwar Heng Zhao Guang Liang Lim Ling Li ... Jennifer Werner Dennis Sng M. Steensel Weisi Lin Alex C. Kot CVBM 120 8 0 30 Mar 2022
Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Ange Lou Kareem O. Tawfik Dan Si Ziteng Liu J. Noble 258 63 0 29 Mar 2022
RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance ImagingIEEE journal of biomedical and health informatics (IEEE JBHI), 2022 Ali Hatamizadeh H. Hosseini Niraj Patel J. Choi Cameron Pole Cory M. Hoeferlin S. Schwartz D. Terzopoulos 191 37 0 28 Mar 2022
Video Polyp Segmentation: A Deep Learning PerspectiveMachine Intelligence Research (MIR), 2022 Ge-Peng Ji Guobao Xiao Yu-Cheng Chou Deng-Ping Fan Kai Zhao Geng Chen Luc Van Gool 309 138 0 27 Mar 2022
Meta-Learning of NAS for Few-shot Learning in Medical Image Applications Viet-Khoa Vo-Ho Kashu Yamazaki Hieu T. Hoang Minh-Triet Tran Ngan Le 154 5 0 16 Mar 2022
Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Wen Zou Muyi Sun 173 19 0 16 Mar 2022
UNet Architectures in Multiplanar Volumetric Segmentation -- Validated on Three Knee MRI Cohorts S. S. Sengar Christopher Meulengracht M. Boesen Anders Føhrby Overgaard H. Gudbergsen J. Nybing Erik Dam 94 2 0 15 Mar 2022
AI-enabled Automatic Multimodal Fusion of Cone-Beam CT and Intraoral Scans for Intelligent 3D Tooth-Bone Reconstruction and Clinical Applications Jin Hao Jiaxiang Liu Jin Li Wei Pan Rui-Xue Chen ... Hui-Dong Wu Youyi Zheng B. Fang Zuo-Qiang Liu Zhihe Zhao 122 5 0 11 Mar 2022
Dual-Domain Reconstruction Networks with V-Net and K-Net for fast MRIMagnetic Resonance in Medicine (MRM), 2022 Xiaohan Liu Yanwei Pang Ruiqi Jin Yu Liu Zhenchang Wang 140 39 0 11 Mar 2022
An Efficient Polyp Segmentation NetworkSignal Processing and Communications Applications Conference (SPCA), 2022 Tugberk Erol Duygu Sarikaya MedIm 128 2 0 08 Mar 2022
$$\ell_1$DecNet+: A new architecture framework by $\ell_1$ decomposition and iteration unfolding for sparse feature segmentation$ $\ell_1$ DecNet+: A new architecture framework by $\ell_1$ decomposition and iteration unfolding for sparse feature segmentationCSIAM Transactions on Applied Mathematics (TCAM), 2022 Yumeng Ren Yiming Gao Chunlin Wu Bergen 166 3 0 05 Mar 2022
DenseUNets with feedback non-local attention for the segmentation of specular microscopy images of the corneal endothelium with guttaeScientific Reports (Sci Rep), 2022 Juan P. Vigueras-Guillén J. Rooij B. V. Dooren H. Lemij E. Islamaj L. Vliet Koen A. Vermeer MedIm 98 19 0 03 Mar 2022
Adversarial samples for deep monocular 6D object pose estimation Jinlai Zhang Weiming Li Shuang Liang Hongya Wang Jihong Zhu AAML 183 3 0 01 Mar 2022
BlazeNeo: Blazing fast polyp segmentation and neoplasm detectionIEEE Access (IEEE Access), 2022 N. S. An P. N. Lan D. V. Hang D. Long T. Trung N. T. Thuy D. V. Sang SSeg 244 35 0 28 Feb 2022
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challengeScientific Reports (Sci Rep), 2022 Sharib Ali N. Ghatwary Debesh Jha Ece Isik Polat Gorkem Polat ... Dominique Lamarque R. Cannizzaro S. Realdon Thomas de Lange J. East 188 73 0 24 Feb 2022
A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing Huaqian Wu N. Souedet C. Jan Cédric Clouchoux T. Delzescaux 148 20 0 17 Feb 2022
Artificial Intelligence for the Metaverse: A SurveyEngineering applications of artificial intelligence (EAAI), 2022 Thien Huynh-The Quoc-Viet Pham Xuan-Qui Pham Thanh Thi Nguyen Zhu Han Dong-Seong Kim 304 482 0 15 Feb 2022
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification Jian Wu Wanli Liu Chen Li Tao Jiang Islam Mohammad Shariful Hongzan Sun Xiaoqi Li Xintong Li Xinyu Huang M. Grzegorzek SSeg 3DV 170 20 0 14 Feb 2022
Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training Zihang Liu Chunhui Zhao 144 4 0 12 Feb 2022
Semantic Segmentation of Anaemic RBCs Using Multilevel Deep Convolutional Encoder-Decoder NetworkIEEE Access (IEEE Access), 2022 Muhammad Shahzad A. I. Umar S. H. Shirazi Israr Ahmed Shaikh 109 6 0 09 Feb 2022
Supervision by Denoising for Medical Image SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Sean I. Young Adrian Dalca Enzo Ferrante Polina Golland Christopher A. Metzler Bruce Fischl Juan Eugenio Iglesias 191 6 0 07 Feb 2022
Retinal Vessel Segmentation with Pixel-wise Adaptive FiltersIEEE International Symposium on Biomedical Imaging (ISBI), 2022 Mingxing Li Shenglong Zhou Changsheng Chen Yueyi Zhang Dong Liu Zhiwei Xiong 104 20 0 03 Feb 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 288 924 0 24 Jan 2022
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation MethodsJournal of Loss Prevention in the Process Industries (J Loss Prev Process Ind), 2022 Carmina Pérez-Guerrero A. Palacios Gilberto Ochoa-Ruiz Christian Mata J. Casal M. González-Mendoza Luis Eduardo Falcón-Morales 101 10 0 20 Jan 2022
Robust photon-efficient imaging using a pixel-wise residual shrinkage networkOptics Express (OE), 2022 Gongxin Yao Yiwei Chen Yong Liu Xiao Hu Yusu Pan 157 14 0 05 Jan 2022
Recurrent Feature Propagation and Edge Skip-Connections for Automatic Abdominal Organ SegmentationExpert systems with applications (ESWA), 2022 Zefan Yang Di Lin Dong Ni Yi Wang MedIm 290 8 0 02 Jan 2022
HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNetComputer Vision and Pattern Recognition (CVPR), 2021 Cheng-Fang Peng Andriy Myronenko Ali Hatamizadeh V. Nath M. R. Siddiquee Yufan He Daguang Xu Ramalingam Chellappa Dong Yang SSeg 215 25 0 20 Dec 2021
Efficient spatio-temporal weather forecasting using U-Net Akshay Punjabi Pablo Izquierdo-Ayala 83 2 0 13 Dec 2021
Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation Yichi Zhang Rushi Jiao Qingcheng Liao Dongyang Li Jicong Zhang 198 83 0 05 Dec 2021
U-shape Transformer for Underwater Image Enhancement Lintao Peng Chunli Zhu Liheng Bian ViT 411 546 0 23 Nov 2021
PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation Abhishek Srivastava S. Chanda Debesh Jha Michael A. Riegler Pål Halvorsen Dag Johansen Umapada Pal SSeg 91 7 0 20 Nov 2021
GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentationInternational Conference on Pattern Recognition (ICPR), 2021 Abhishek Srivastava S. Chanda Debesh Jha Umapada Pal Sharib Ali MedIm 137 27 0 20 Nov 2021
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 638 453 0 19 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AIIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Leilei Gan Jingren Zhou Hongxia Yang 342 135 0 11 Nov 2021
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration NetworkPattern Recognition (Pattern Recogn.), 2021 Ge-Peng Ji Lei Zhu Mingchen Zhuge Keren Fu 204 199 0 05 Nov 2021
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image Xiangde Luo Wenjun Liao Jianghong Xiao Jieneng Chen Tao Song Xiaofan Zhang Kang Li Dimitris N. Metaxas Guotai Wang Shaoting Zhang 308 167 0 03 Nov 2021
M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images Qing Liu Haotian Liu Wei Ke Yixiong Liang 202 6 0 30 Oct 2021
Whole Brain Segmentation with Full Volume Neural Network Yeshu Li Jianwei Cui Yilun Sheng Xiao Liang Jingdong Wang E. Chang Yan Xu 238 15 0 29 Oct 2021
Traffic Forecasting on Traffic Moving Snippets Nina Wiedemann Martin Raubal AI4TS 156 2 0 27 Oct 2021
QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image Stacks Sohini Roychowdhury 103 1 0 27 Oct 2021
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Yinghuan Shi Jian Zhang T. Ling Jiwen Lu Yefeng Zheng Qian Yu Lei Qi Yang Gao UQCV 172 183 0 17 Oct 2021
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation Adrian Galdran G. Carneiro M. A. G. Ballester MedIm 144 35 0 05 Oct 2021
Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation Dwarikanath Mahapatra SSL 128 6 0 01 Oct 2021
ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery VideosInternational Conference on Neural Information Processing (ICONIP), 2021 Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Y. El-Shabrawi Klaus Schoeffmann 125 11 0 25 Sep 2021
Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Shishuai Hu Zehui Liao Jianpeng Zhang Yong-quan Xia OOD MedIm 228 72 0 13 Sep 2021

v1v2 (latest)

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

IEEE Transactions on Medical Imaging (TMI), 2019

11 December 2019

Zongwei Zhou

ArXiv (abs)PDF HTML Github (2440★)

Papers citing "UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation"

50 / 517 papers shown

Title
AAU-net: An Adaptive Attention U-net for Breast Lesions Segmentation in Ultrasound ImagesIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Gongping Chen Yu Dai Jianxun Zhang Moi Hoon Yap 228 242 0 26 Apr 2022
LEFM-Nets: Learnable Explicit Feature Map Deep Networks for Segmentation of Histopathological Images of Frozen Sections Dario Sitnik I. Kopriva MedIm 107 3 0 14 Apr 2022
HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound ImagesExpert systems with applications (ESWA), 2022 Jikuan Qian Rui Li Xin Yang Yuhao Huang Mingyuan Luo ... Wenhui Hong Ruobing Huang China Dong Ni Xining 110 12 0 14 Apr 2022
PlutoNet: An Efficient Polyp Segmentation Network with Modified Partial Decoder and Decoder Consistency TrainingHealthcare technology letters (HTL), 2022 Tugberk Erol Duygu Sarikaya 161 1 0 06 Apr 2022
Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial ProcessesNeural Information Processing Systems (NeurIPS), 2022 Christian Eichenberger M. Neun Henry Martin Pedro Herruzo M. Spanring ... Fei Tang A. Gruca Michael K Kopp David P. Kreil Sepp Hochreiter 257 22 0 31 Mar 2022
Automatic Facial Skin Feature Detection for Everyone Qian Zheng Ankur Purwar Heng Zhao Guang Liang Lim Ling Li ... Jennifer Werner Dennis Sng M. Steensel Weisi Lin Alex C. Kot CVBM 120 8 0 30 Mar 2022
Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Ange Lou Kareem O. Tawfik Dan Si Ziteng Liu J. Noble 258 63 0 29 Mar 2022
RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance ImagingIEEE journal of biomedical and health informatics (IEEE JBHI), 2022 Ali Hatamizadeh H. Hosseini Niraj Patel J. Choi Cameron Pole Cory M. Hoeferlin S. Schwartz D. Terzopoulos 191 37 0 28 Mar 2022
Video Polyp Segmentation: A Deep Learning PerspectiveMachine Intelligence Research (MIR), 2022 Ge-Peng Ji Guobao Xiao Yu-Cheng Chou Deng-Ping Fan Kai Zhao Geng Chen Luc Van Gool 309 138 0 27 Mar 2022
Meta-Learning of NAS for Few-shot Learning in Medical Image Applications Viet-Khoa Vo-Ho Kashu Yamazaki Hieu T. Hoang Minh-Triet Tran Ngan Le 154 5 0 16 Mar 2022
Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Wen Zou Muyi Sun 173 19 0 16 Mar 2022
UNet Architectures in Multiplanar Volumetric Segmentation -- Validated on Three Knee MRI Cohorts S. S. Sengar Christopher Meulengracht M. Boesen Anders Føhrby Overgaard H. Gudbergsen J. Nybing Erik Dam 94 2 0 15 Mar 2022
AI-enabled Automatic Multimodal Fusion of Cone-Beam CT and Intraoral Scans for Intelligent 3D Tooth-Bone Reconstruction and Clinical Applications Jin Hao Jiaxiang Liu Jin Li Wei Pan Rui-Xue Chen ... Hui-Dong Wu Youyi Zheng B. Fang Zuo-Qiang Liu Zhihe Zhao 122 5 0 11 Mar 2022
Dual-Domain Reconstruction Networks with V-Net and K-Net for fast MRIMagnetic Resonance in Medicine (MRM), 2022 Xiaohan Liu Yanwei Pang Ruiqi Jin Yu Liu Zhenchang Wang 140 39 0 11 Mar 2022
An Efficient Polyp Segmentation NetworkSignal Processing and Communications Applications Conference (SPCA), 2022 Tugberk Erol Duygu Sarikaya MedIm 128 2 0 08 Mar 2022
$$\ell_1$DecNet+: A new architecture framework by $\ell_1$ decomposition and iteration unfolding for sparse feature segmentation$ $\ell_1$ DecNet+: A new architecture framework by $\ell_1$ decomposition and iteration unfolding for sparse feature segmentationCSIAM Transactions on Applied Mathematics (TCAM), 2022 Yumeng Ren Yiming Gao Chunlin Wu Bergen 166 3 0 05 Mar 2022
DenseUNets with feedback non-local attention for the segmentation of specular microscopy images of the corneal endothelium with guttaeScientific Reports (Sci Rep), 2022 Juan P. Vigueras-Guillén J. Rooij B. V. Dooren H. Lemij E. Islamaj L. Vliet Koen A. Vermeer MedIm 98 19 0 03 Mar 2022
Adversarial samples for deep monocular 6D object pose estimation Jinlai Zhang Weiming Li Shuang Liang Hongya Wang Jihong Zhu AAML 183 3 0 01 Mar 2022
BlazeNeo: Blazing fast polyp segmentation and neoplasm detectionIEEE Access (IEEE Access), 2022 N. S. An P. N. Lan D. V. Hang D. Long T. Trung N. T. Thuy D. V. Sang SSeg 244 35 0 28 Feb 2022
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challengeScientific Reports (Sci Rep), 2022 Sharib Ali N. Ghatwary Debesh Jha Ece Isik Polat Gorkem Polat ... Dominique Lamarque R. Cannizzaro S. Realdon Thomas de Lange J. East 188 73 0 24 Feb 2022
A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing Huaqian Wu N. Souedet C. Jan Cédric Clouchoux T. Delzescaux 148 20 0 17 Feb 2022
Artificial Intelligence for the Metaverse: A SurveyEngineering applications of artificial intelligence (EAAI), 2022 Thien Huynh-The Quoc-Viet Pham Xuan-Qui Pham Thanh Thi Nguyen Zhu Han Dong-Seong Kim 304 482 0 15 Feb 2022
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification Jian Wu Wanli Liu Chen Li Tao Jiang Islam Mohammad Shariful Hongzan Sun Xiaoqi Li Xintong Li Xinyu Huang M. Grzegorzek SSeg 3DV 170 20 0 14 Feb 2022
Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training Zihang Liu Chunhui Zhao 144 4 0 12 Feb 2022
Semantic Segmentation of Anaemic RBCs Using Multilevel Deep Convolutional Encoder-Decoder NetworkIEEE Access (IEEE Access), 2022 Muhammad Shahzad A. I. Umar S. H. Shirazi Israr Ahmed Shaikh 109 6 0 09 Feb 2022
Supervision by Denoising for Medical Image SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Sean I. Young Adrian Dalca Enzo Ferrante Polina Golland Christopher A. Metzler Bruce Fischl Juan Eugenio Iglesias 191 6 0 07 Feb 2022
Retinal Vessel Segmentation with Pixel-wise Adaptive FiltersIEEE International Symposium on Biomedical Imaging (ISBI), 2022 Mingxing Li Shenglong Zhou Changsheng Chen Yueyi Zhang Dong Liu Zhiwei Xiong 104 20 0 03 Feb 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 288 924 0 24 Jan 2022
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation MethodsJournal of Loss Prevention in the Process Industries (J Loss Prev Process Ind), 2022 Carmina Pérez-Guerrero A. Palacios Gilberto Ochoa-Ruiz Christian Mata J. Casal M. González-Mendoza Luis Eduardo Falcón-Morales 101 10 0 20 Jan 2022
Robust photon-efficient imaging using a pixel-wise residual shrinkage networkOptics Express (OE), 2022 Gongxin Yao Yiwei Chen Yong Liu Xiao Hu Yusu Pan 157 14 0 05 Jan 2022
Recurrent Feature Propagation and Edge Skip-Connections for Automatic Abdominal Organ SegmentationExpert systems with applications (ESWA), 2022 Zefan Yang Di Lin Dong Ni Yi Wang MedIm 290 8 0 02 Jan 2022
HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNetComputer Vision and Pattern Recognition (CVPR), 2021 Cheng-Fang Peng Andriy Myronenko Ali Hatamizadeh V. Nath M. R. Siddiquee Yufan He Daguang Xu Ramalingam Chellappa Dong Yang SSeg 215 25 0 20 Dec 2021
Efficient spatio-temporal weather forecasting using U-Net Akshay Punjabi Pablo Izquierdo-Ayala 83 2 0 13 Dec 2021
Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation Yichi Zhang Rushi Jiao Qingcheng Liao Dongyang Li Jicong Zhang 198 83 0 05 Dec 2021
U-shape Transformer for Underwater Image Enhancement Lintao Peng Chunli Zhu Liheng Bian ViT 411 546 0 23 Nov 2021
PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation Abhishek Srivastava S. Chanda Debesh Jha Michael A. Riegler Pål Halvorsen Dag Johansen Umapada Pal SSeg 91 7 0 20 Nov 2021
GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentationInternational Conference on Pattern Recognition (ICPR), 2021 Abhishek Srivastava S. Chanda Debesh Jha Umapada Pal Sharib Ali MedIm 137 27 0 20 Nov 2021
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 638 453 0 19 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AIIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Leilei Gan Jingren Zhou Hongxia Yang 342 135 0 11 Nov 2021
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration NetworkPattern Recognition (Pattern Recogn.), 2021 Ge-Peng Ji Lei Zhu Mingchen Zhuge Keren Fu 204 199 0 05 Nov 2021
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image Xiangde Luo Wenjun Liao Jianghong Xiao Jieneng Chen Tao Song Xiaofan Zhang Kang Li Dimitris N. Metaxas Guotai Wang Shaoting Zhang 308 167 0 03 Nov 2021
M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images Qing Liu Haotian Liu Wei Ke Yixiong Liang 202 6 0 30 Oct 2021
Whole Brain Segmentation with Full Volume Neural Network Yeshu Li Jianwei Cui Yilun Sheng Xiao Liang Jingdong Wang E. Chang Yan Xu 238 15 0 29 Oct 2021
Traffic Forecasting on Traffic Moving Snippets Nina Wiedemann Martin Raubal AI4TS 156 2 0 27 Oct 2021
QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image Stacks Sohini Roychowdhury 103 1 0 27 Oct 2021
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Yinghuan Shi Jian Zhang T. Ling Jiwen Lu Yefeng Zheng Qian Yu Lei Qi Yang Gao UQCV 172 183 0 17 Oct 2021
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation Adrian Galdran G. Carneiro M. A. G. Ballester MedIm 144 35 0 05 Oct 2021
Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation Dwarikanath Mahapatra SSL 128 6 0 01 Oct 2021
ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery VideosInternational Conference on Neural Information Processing (ICONIP), 2021 Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Y. El-Shabrawi Klaus Schoeffmann 125 11 0 25 Sep 2021
Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Shishuai Hu Zehui Liao Jianpeng Zhang Yong-quan Xia OOD MedIm 228 72 0 13 Sep 2021