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
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 13 103 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 21 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 17 448 0 18 Jul 2019
Automatic vocal tract landmark localization from midsagittal MRI data M. Eslami C. Neuschaefer-Rube A. Serrurier 14 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 15 117 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 12 43 0 17 Jul 2019
Diving Deeper into Underwater Image Enhancement: A Survey Saeed Anwar Chongyi Li 12 192 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 11 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 11 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 25 131 0 15 Jul 2019
Energy-efficient Path Planning for Ground Robots by Combining Air and Ground Measurements Minghan Wei Volkan Isler 11 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 Projectional Ansatz to Reconstruction Sören Dittmer Peter Maass 9 3 0 10 Jul 2019
One Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking T. Fechter D. Baltas 13 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 11 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 8 148 0 09 Jul 2019
BADAM: A Public Dataset for Baseline Detection in Arabic-script Manuscripts Benjamin Kiessling D. Ezra M. Miller 13 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 22 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 13 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 14 18 0 08 Jul 2019
Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation Alain Jungo M. Reyes UQCV 27 134 0 07 Jul 2019
Multi-level Wavelet Convolutional Neural Networks Pengju Liu Hongzhi Zhang Wei Lian W. Zuo 25 199 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 20 27 0 03 Jul 2019
Cover Detection using Dominant Melody Embeddings Guillaume Doras Geoffroy Peeters 10 31 0 03 Jul 2019
SkeletonNet: Shape Pixel to Skeleton Pixel S. Nathan Priya Kansal 3DV 13 21 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 11 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 P. Radeva D. Puig M. Abdel-Nasser GAN MedIm 28 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
A Regularized Convolutional Neural Network for Semantic Image Segmentation Fan Jia Jun Liu X. Tai SSeg 11 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 18 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 14 38 0 27 Jun 2019
Morpheus: A Deep Learning Framework For Pixel-Level Analysis of Astronomical Image Data R. Hausen B. Robertson 11 67 0 26 Jun 2019
Resolution-invariant Person Re-Identification Shunan Mao Shiliang Zhang Ming Yang 16 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 18 16 0 24 Jun 2019
A Review on Deep Learning in Medical Image Reconstruction Hai-Miao Zhang Bin Dong MedIm 27 122 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 11 15 0 23 Jun 2019
Neural Point-Based Graphics Kara-Ali Aliev Artem Sevastopolsky Maria Kolos Dmitry Ulyanov Victor Lempitsky 3DH 3DPC 11 423 0 19 Jun 2019
Neural Illumination: Lighting Prediction for Indoor Environments Shuran Song Thomas Funkhouser 3DV 24 111 0 18 Jun 2019
EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse Y. Yoo Dongyoon Han Sangdoo Yun CVBM 11 43 0 15 Jun 2019
Realistic Speech-Driven Facial Animation with GANs Konstantinos Vougioukas Stavros Petridis M. Pantic 20 289 0 14 Jun 2019
Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification Christoph Haarburger Michael Baumgartner Daniel Truhn Mirjam Broeckmann Hannah Schneider S. Schrading Christiane Kuhl Dorit Merhof 13 32 0 14 Jun 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 24 2,360 0 13 Jun 2019
Near-Optimal Glimpse Sequences for Improved Hard Attention Neural Network Training William Harvey Michael Teng Frank D. Wood 18 4 0 13 Jun 2019
HPLFlowNet: Hierarchical Permutohedral Lattice FlowNet for Scene Flow Estimation on Large-scale Point Clouds Xiuye Gu Yijie Wang Chongruo Wu Yong Jae Lee Panqu Wang 3DPC 13 206 0 12 Jun 2019
Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining R. Yasarla Vishal M. Patel 8 265 0 12 Jun 2019
All-Weather Deep Outdoor Lighting Estimation Jinsong Zhang Kalyan Sunkavalli Yannick Hold-Geoffroy Sunil Hadap Jonathan Eisenmann Jean-François Lalonde 3DV 8 75 0 12 Jun 2019
Recurrent U-Net for Resource-Constrained Segmentation Wei Wang Kaicheng Yu Joachim Hugonot Pascal Fua Mathieu Salzmann 3DV SSeg 16 98 0 11 Jun 2019
Automatic brain tissue segmentation in fetal MRI using convolutional neural networks Nadieh Khalili Nikolas Lessmann Elise Turk N. Claessens R. Heus T. Kolk M. Viergever M. Benders I. Isgum 8 101 0 11 Jun 2019
`Project & Excite' Modules for Segmentation of Volumetric Medical Scans Anne-Marie Rickmann Abhijit Guha Roy Ignacio Sarasua Nassir Navab Christian Wachinger 3DPC 19 37 0 11 Jun 2019