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

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

IEEE Transactions on Medical Imaging (TMI), 2019

11 December 2019

Zongwei Zhou

M. R. Siddiquee

ArXiv (abs)PDF HTML Github (2440★)

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

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Title
Local Label Point Correction for Edge Detection of Overlapping Cervical CellsFrontiers in Neuroinformatics (Front. Neuroinform.), 2020 Jiawei Liu Huijie Fan Qiang Wang Wentao Li Yandong Tang Danbo Wang Mingyi Zhou Li Chen 185 16 0 05 Oct 2020
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric SegmentationIEEE Transactions on Medical Imaging (TMI), 2020 Jeya Maria Jose Valanarasu Vishwanath A. Sindagi Ilker Hacihaliloglu Vishal M. Patel SSeg 216 196 0 04 Oct 2020
Global Adaptive Filtering Layer for Computer VisionComputer Vision and Image Understanding (CVIU), 2020 Viktor Shipitsin Iaroslav Bespalov Dmitry V. Dylov 267 6 0 02 Oct 2020
Medical Image Segmentation Using Deep Learning: A SurveyIET Image Processing (IIP), 2020 Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng Asoke K. Nandi SSeg OOD 398 720 0 28 Sep 2020
Spatial--spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images Qingsong Xu X. Yuan Chaojun Ouyang Yue Zeng 134 4 0 20 Aug 2020
Fully automated deep learning based segmentation of normal, infarcted and edema regions from multiple cardiac MRI sequences Xiaoran Zhang M. Noga K. Punithakumar 146 15 0 18 Aug 2020
Towards Unsupervised Crowd Counting via Regression-Detection Bi-knowledge TransferACM Multimedia (ACM MM), 2020 Yuting Liu Zheng Wang Miaojing Shi Shiníchi Satoh Qijun Zhao Hongyu Yang SSL 150 45 0 12 Aug 2020
Deep Learning Based Brain Tumor Segmentation: A SurveyComplex & Intelligent Systems (CIS), 2020 Zhihua Liu Lei Tong Zheheng Jiang Long Chen Feixiang Zhou Qianni Zhang Xiangrong Zhang Ling Li Huiyu Zhou 3DV 251 286 0 18 Jul 2020
Few-Shot Defect Segmentation Leveraging Abundant Normal Training Samples Through Normal Background Regularization and Crop-and-Paste Operation Dongyun Lin Yanpeng Cao Wenbin Zhu Yiqun Li UQCV 222 9 0 18 Jul 2020
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations Jeya Maria Jose Valanarasu Vishwanath A. Sindagi Ilker Hacihaliloglu Vishal M. Patel SSeg 228 182 0 08 Jun 2020
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation Debesh Jha Michael A. Riegler Dag Johansen Pål Halvorsen Haavard D. Johansen SSeg 146 743 0 08 Jun 2020
Progressive Adversarial Semantic Segmentation A. Imran Demetri Terzopoulos MedIm 115 6 0 08 May 2020
Cascaded Context Enhancement Network for Automatic Skin Lesion SegmentationExpert systems with applications (ESWA), 2020 Ruxin Wang Shuyuan Chen Chaojie Ji Ye Li 116 13 0 17 Apr 2020
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and SegmentationIEEE Transactions on Image Processing (TIP), 2020 Yu-Huan Wu Shanghua Gao Jie Mei Jun Xu Deng-Ping Fan Chao Zhao Ming-Ming Cheng 289 423 0 15 Apr 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 272 310 0 24 Jan 2020
Deep Learning-Based Solvability of Underdetermined Inverse Problems in Medical Imaging Chang Min Hyun Seong Hyeon Baek M. Lee S. Lee J.K. Seo 280 36 0 06 Jan 2020
MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation Jiawei Zhang Yuzhen Jin Jilan Xu Xiaowei Xu Yanchun Zhang SSeg MedIm AI4CE 195 145 0 02 Dec 2018