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
Adaptive Regularization via Residual Smoothing in Deep Learning Optimization Jung-Kyun Cho Junseok Kwon Byung-Woo Hong 31 1 0 23 Jul 2019
deepCR: Cosmic Ray Rejection with Deep Learning Keming 名 Zhang 张可 J. Bloom 15 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 27 50 0 22 Jul 2019
An Efficient 3D CNN for Action/Object Segmentation in Video Rui Hou Chong 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 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
Improving the Harmony of the Composite Image by Spatial-Separated Attention Module Xiaodong Cun Chi-Man Pun 32 131 0 15 Jul 2019
Energy-efficient Path Planning for Ground Robots by Combining Air and Ground Measurements Minghan Wei Volkan Isler 16 9 0 15 Jul 2019
Steganography using a 3 player game Mehdi Yedroudj Frédéric Comby Marc Chaumont GAN 17 37 0 14 Jul 2019
A Divide-and-Conquer Approach towards Understanding Deep Networks Weilin Fu Katharina Breininger Roman Schaffert Nishant Ravikumar Andreas Maier SSeg 21 19 0 14 Jul 2019
A Projectional Ansatz to Reconstruction Sören Dittmer Peter Maass 17 3 0 10 Jul 2019
One Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking T. Fechter D. Baltas 23 78 0 10 Jul 2019
Generating All the Roads to Rome: Road Layout Randomization for Improved Road Marking Segmentation Tom Bruls Horia Porav Lars Kunze Paul Newman 13 6 0 10 Jul 2019
DSNet: Automatic Dermoscopic Skin Lesion Segmentation Md. Kamrul Hasan Lavsen Dahal P. Samarakoon F. I. Tushar Robert Martí Marly SSeg 15 148 0 09 Jul 2019
BADAM: A Public Dataset for Baseline Detection in Arabic-script Manuscripts Benjamin Kiessling D. Ezra M. Miller 26 28 0 09 Jul 2019
Signet Ring Cell Detection With a Semi-supervised Learning Framework Jiahui Li Shuang Yang Xiaodi Huang Q. Da Xiaoqun Yang Zhiqiang Hu Qi Duan Chaofu Wang Hongsheng Li 30 89 0 09 Jul 2019
TrackNet: A Deep Learning Network for Tracking High-speed and Tiny Objects in Sports Applications Yu-Chuan Huang I-No Liao Ching-Hsuan Chen Tsì-Uí İk Wen-Chih Peng 29 73 0 08 Jul 2019
Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation From Multimodal Unpaired Images Wenguang Yuan Jia Wei Jiabing Wang Qianli Ma Tolga Tasdizen MedIm 30 18 0 08 Jul 2019
Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation Alain Jungo M. Reyes UQCV 30 134 0 07 Jul 2019
Multi-level Wavelet Convolutional Neural Networks Pengju Liu Hongzhi Zhang Wei Lian W. Zuo 27 199 0 06 Jul 2019
DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images J. Doshi G. Erus Mohamad Habes Christos Davatzikos MedIm 30 27 0 03 Jul 2019
Deformable Tube Network for Action Detection in Videos Wei Li Zehuan Yuan Dashan Guo Lei Huang Xiangzhong Fang Changhu Wang ViT MedIm 28 5 0 03 Jul 2019
Cover Detection using Dominant Melody Embeddings Guillaume Doras Geoffroy Peeters 24 31 0 03 Jul 2019
SkeletonNet: Shape Pixel to Skeleton Pixel S. Nathan Priya Kansal 3DV 21 21 0 02 Jul 2019
Landmark Assisted CycleGAN for Cartoon Face Generation Ruizheng Wu Xiaodong Gu Xin Tao Xiaoyong Shen Yu-Wing Tai Jiaya Jia GAN CVBM 27 31 0 02 Jul 2019
Dual Network Architecture for Few-view CT -- Trained on ImageNet Data and Transferred for Medical Imaging Huidong Xie Hongming Shan W. Cong Xiaohua Zhang Shaohua Liu R. Ning Ge Wang MedIm 3DV 27 21 0 02 Jul 2019
SLSNet: Skin lesion segmentation using a lightweight generative adversarial network Md. Mostafa Kamal Sarker Hatem A. Rashwan Farhan Akram V. Singh Syeda Furruka Banu ... Kabir Ahmed Choudhury Sylvie Chambon Petia Radeva D. Puig M. Abdel-Nasser GAN MedIm 39 27 0 01 Jul 2019
Generative Mask Pyramid Network for CT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction Haofu Liao Wei-An Lin Z. Huo L. Vogelsang W. Sehnert S. Kevin Zhou Jiebo Luo MedIm 15 47 0 29 Jun 2019
On Reducing Negative Jacobian Determinant of the Deformation Predicted by Deep Registration Networks Dongyang Kuang MedIm 22 7 0 28 Jun 2019
A Regularized Convolutional Neural Network for Semantic Image Segmentation Fan Jia Jun Liu X. Tai SSeg 13 35 0 28 Jun 2019
Accurate Retinal Vessel Segmentation via Octave Convolution Neural Network Zhun Fan Jiajie Mo Benzhang Qiu Wenji Li Guijie Zhu Chong Li Jianye Hu Yibiao Rong Xinjian Chen 28 29 0 28 Jun 2019
CaDIS: Cataract Dataset for Image Segmentation Félix Fuentes-Hurtado Evangello Flouty A. Kadkhodamohammadi G. Quellec H. Taleb S. Barbarisi Imanol Luengo Danail Stoyanov 28 38 0 27 Jun 2019
Morpheus: A Deep Learning Framework For Pixel-Level Analysis of Astronomical Image Data R. Hausen B. Robertson 27 67 0 26 Jun 2019
Joint Multi-frame Detection and Segmentation for Multi-cell Tracking Zibin Zhou Fei Wang Wen Xi Hu Chen Peng Gao Chengkang He 10 29 0 26 Jun 2019
Resolution-invariant Person Re-Identification Shunan Mao Shiliang Zhang Ming Yang 27 45 0 24 Jun 2019
Respiratory Motion Correction in Abdominal MRI using a Densely Connected U-Net with GAN-guided Training Wenhao Jiang Zhiyu Liu Kit-Hang Lee Shihui Chen Yui-Lun Ng Qi Dou Hing-Chiu Chang Ka-Wai Kwok MedIm 34 16 0 24 Jun 2019
A Review on Deep Learning in Medical Image Reconstruction Hai-Miao Zhang Bin Dong MedIm 35 122 0 23 Jun 2019
Multi-Scale Attentional Network for Multi-Focal Segmentation of Active Bleed after Pelvic Fractures Yuyin Zhou D. Dreizin Yingwei Li Zhishuai Zhang Yan Wang Alan Yuille MedIm 21 15 0 23 Jun 2019
Adversarial Examples to Fool Iris Recognition Systems Sobhan Soleymani Ali Dabouei J. Dawson Nasser M. Nasrabadi GAN AAML 13 16 0 21 Jun 2019
3D Instance Segmentation via Multi-Task Metric Learning Jean Lahoud Guohao Li Marc Pollefeys Martin R. Oswald ISeg 21 175 0 20 Jun 2019
Neural Point-Based Graphics Kara-Ali Aliev Artem Sevastopolsky Maria Kolos Dmitry Ulyanov Victor Lempitsky 3DH 3DPC 24 423 0 19 Jun 2019
Multiclass segmentation as multitask learning for drusen segmentation in retinal optical coherence tomography Rhona Asgari J. Orlando S. Waldstein F. Schlanitz M. Baratsits U. Schmidt-Erfurth Hrvoje Bogunović MedIm 29 22 0 18 Jun 2019