U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

Papers citing "U-Net: Convolutional Networks for Biomedical Image Segmentation"

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Title
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer Wenzheng Chen Jun Gao Huan Ling Edward James Smith J. Lehtinen Alec Jacobson Sanja Fidler 3DH 3DV 27 361 0 03 Aug 2019
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction Haofu Liao Wei-An Lin S. Kevin Zhou Jiebo Luo MedIm OOD 33 148 0 03 Aug 2019
Indices Matter: Learning to Index for Deep Image Matting Hao Lu Yutong Dai Chunhua Shen Songcen Xu SSL 22 183 0 02 Aug 2019
Probabilistic Residual Learning for Aleatoric Uncertainty in Image Restoration Chen Zhang Bangti Jin UQCV 22 12 0 01 Aug 2019
Multi-Scale Learned Iterative Reconstruction A. Hauptmann J. Adler Simon Arridge Ozan Oktem 36 37 0 01 Aug 2019
Multiparametric Deep Learning Tissue Signatures for Muscular Dystrophy: Preliminary Results Alex E. Bocchieri V. Parekh K. Wagner Vladimir Braverman D. Leung M. Jacobs MedIm 11 3 0 01 Aug 2019
Expectation-Maximization Attention Networks for Semantic Segmentation Xia Li Zhisheng Zhong Jianlong Wu Yibo Yang Zhouchen Lin Hong Liu 3DV 3DPC 14 553 0 31 Jul 2019
EMPNet: Neural Localisation and Mapping Using Embedded Memory Points Gil Avraham Yan Zuo Thanuja Dharmasiri Tom Drummond 21 17 0 31 Jul 2019
The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation Christopher Xie Yu Xiang Arsalan Mousavian D. Fox 19 92 0 30 Jul 2019
Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks R. Yasarla Federico Perazzi Vishal M. Patel CVBM UQCV 22 65 0 30 Jul 2019
Deformable Filter Convolution for Point Cloud Reasoning Yuwen Xiong Mengye Ren Renjie Liao K. Wong R. Urtasun 3DPC 34 17 0 30 Jul 2019
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation Utku Ozbulak Arnout Van Messem W. D. Neve MedIm AAML 20 60 0 30 Jul 2019
Automated Lesion Detection by Regressing Intensity-Based Distance with a Neural Network K. V. Wijnen Florian Dubost P. Yilmaz M. Ikram W. Niessen H. Adams Meike W. Vernooij Marleen de Bruijne MedIm 27 17 0 29 Jul 2019
A Two Stage GAN for High Resolution Retinal Image Generation and Segmentation P. Andreini S. Bonechi Monica Bianchini A. Mecocci F. Scarselli A. Sodi GAN MedIm 26 41 0 29 Jul 2019
Regularizing Proxies with Multi-Adversarial Training for Unsupervised Domain-Adaptive Semantic Segmentation T. Shen Dong Gong Wei Zhang Chunhua Shen Tao Mei GAN 20 18 0 29 Jul 2019
Attribute-Guided Deep Polarimetric Thermal-to-visible Face Recognition Seyed Mehdi Iranmanesh Nasser M. Nasrabadi GAN CVBM 21 8 0 27 Jul 2019
Pick-and-Learn: Automatic Quality Evaluation for Noisy-Labeled Image Segmentation Haidong Zhu Jialin Shi Ji Wu NoLa 21 65 0 27 Jul 2019
Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval Binghui Chen Weihong Deng VLM FedML 24 55 0 27 Jul 2019
Preterm infants' limb-pose estimation from depth images using convolutional neural networks S. Moccia Lucia Migliorelli Rocco Pietrini Emanuele Frontoni MedIm 3DH 22 14 0 26 Jul 2019
A Comparative Study of High-Recall Real-Time Semantic Segmentation Based on Swift Factorized Network Kaite Xiang Kaiwei Wang Kailun Yang 27 9 0 26 Jul 2019
Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation R. Dorent Samuel Joutard Marc Modat Sébastien Ourselin Tom Kamiel Magda Vercauteren MedIm 33 117 0 25 Jul 2019
SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications Pengyi Zhang Yunxin Zhong Xiaoqiong Li 13 198 0 25 Jul 2019
Attention Guided Network for Retinal Image Segmentation Shihao Zhang Huazhu Fu Yuguang Yan Yubing Zhang Qingyao Wu Ming Yang Mingkui Tan Yanwu Xu SSeg 25 181 0 25 Jul 2019
Don't Worry About the Weather: Unsupervised Condition-Dependent Domain Adaptation Horia Porav Tom Bruls Paul Newman OOD 28 23 0 25 Jul 2019
Cross Attention Network for Semantic Segmentation Mengyu Liu Hujun Yin 3DPC SSeg 24 18 0 25 Jul 2019
ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation Zhijie Zhang Huazhu Fu H. Dai Jianbing Shen Yanwei Pang Ling Shao 16 222 0 25 Jul 2019
Warp and Learn: Novel Views Generation for Vehicles and Other Objects Andrea Palazzi Luca Bergamini Simone Calderara Rita Cucchiara 26 0 0 24 Jul 2019
DispVoxNets: Non-Rigid Point Set Alignment with Supervised Learning Proxies Soshi Shimada Vladislav Golyanik E. Tretschk D. Stricker Christian Theobalt 3DPC 25 23 0 24 Jul 2019
Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation Chenglong Li W. Xia Yan Yan B. Luo Jin Tang 22 119 0 24 Jul 2019
Discriminative Consistent Domain Generation for Semi-supervised Learning Jun Chen Heye Zhang Yanping Zhang Shu Zhao R. Mohiaddin T. Wong D. Firmin Guang Yang J. Keegan MedIm 19 11 0 24 Jul 2019
AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation Hyeongmin Lee Taeoh Kim Tae-Young Chung Daehyun Pak Yuseok Ban Sangyoun Lee 19 235 0 24 Jul 2019
A CNN-based tool for automatic tongue contour tracking in ultrasound images Jian Zhu Will Styler Ian C. Calloway 21 22 0 24 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
Conf-Net: Toward High-Confidence Dense 3D Point-Cloud with Error-Map Prediction Hamid Hekmatian Jingfu Jin S. Al-Stouhi 3DPC 3DV 22 4 0 23 Jul 2019
Dynamic Facial Expression Generation on Hilbert Hypersphere with Conditional Wasserstein Generative Adversarial Nets N. Otberdout Mohamed Daoudi Anis Kacem Lahoucine Ballihi Stefano Berretti GAN 32 52 0 23 Jul 2019
Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images C. L. P. Chen C. Biffi G. Tarroni S. Petersen Wenjia Bai Daniel Rueckert 26 52 0 23 Jul 2019
Adaptive Regularization via Residual Smoothing in Deep Learning Optimization Jung-Kyun Cho Junseok Kwon Byung-Woo Hong 28 1 0 23 Jul 2019
deepCR: Cosmic Ray Rejection with Deep Learning Keming 名 Zhang 张可 J. Bloom 13 41 0 22 Jul 2019
Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes Jingru Yi Pengxiang Wu Qiaoying Huang Hui Qu Bo Liu Daniel J. Hoeppner Dimitris N. Metaxas ISeg 25 50 0 22 Jul 2019
An Efficient 3D CNN for Action/Object Segmentation in Video Rui Hou Cheng Chen Rahul Sukthankar M. Shah 24 27 0 21 Jul 2019
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night Vinicius F. Arruda T. M. Paixão Rodrigo Berriel Alberto F. de Souza C. Badue N. Sebe Thiago Oliveira-Santos ViT 15 103 0 19 Jul 2019
Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors J. Nalepa P. R. Lorenzo Michal Marcinkiewicz B. Bobek-Billewicz P. Wawrzyniak ... M. Kawulok Wojciech Dudzik Grzegorz Mrukwa Pawel Ulrych M. P. Hayball 24 47 0 18 Jul 2019
Automated Gleason Grading of Prostate Biopsies using Deep Learning W. Bulten H. Pinckaers H. V. van Boven R. Vink Thomas de Bel Bram van Ginneken J. A. van der Laak C. Hulsbergen–van de Kaa G. Litjens 25 449 0 18 Jul 2019
Automatic vocal tract landmark localization from midsagittal MRI data M. Eslami C. Neuschaefer-Rube A. Serrurier 19 16 0 18 Jul 2019
Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video Yueming Jin Keyun Cheng Qi Dou Pheng-Ann Heng 25 117 0 18 Jul 2019
CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation Hongying Liu Xiongjie Shen Fanhua Shang Fei-Yue Wang 28 43 0 17 Jul 2019
Diving Deeper into Underwater Image Enhancement: A Survey Saeed Anwar Chongyi Li 30 192 0 17 Jul 2019
Efficient Segmentation: Learning Downsampling Near Semantic Boundaries D. Marin Zijian He Peter Vajda Priyam Chatterjee Sam S. Tsai Fei Yang Yuri Boykov SSeg 19 87 0 16 Jul 2019
Deep learning-based color holographic microscopy Tairan Liu Zhensong Wei Y. Rivenson Kevin de Haan Yibo Zhang Yichen Wu Aydogan Ozcan GAN MedIm 27 41 0 15 Jul 2019
Adversarial Video Generation on Complex Datasets Aidan Clark Jeff Donahue Karen Simonyan VGen GAN 27 74 0 15 Jul 2019