U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

50 / 13,091 papers shown

Title
On the iterative refinement of densely connected representation levels for semantic segmentation Arantxa Casanova Guillem Cucurull M. Drozdzal Adriana Romero Yoshua Bengio SSeg 132 24 0 30 Apr 2018
Stack-U-Net: Refinement Network for Image Segmentation on the Example of Optic Disc and Cup Artem Sevastopolsky S. Drapak Konstantin Kiselev Blake M. Snyder J. Keenan Anastasia Georgievskaya 41 41 0 30 Apr 2018
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers Stephan R. Richter Stefan Roth 3DV 72 139 0 29 Apr 2018
TreeSegNet: Adaptive Tree CNNs for Subdecimeter Aerial Image Segmentation Kai Yue Lei Yang Ruirui Li Wei Hu Fan Zhang Wei Li SSeg 58 4 0 29 Apr 2018
Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity Xiaohuan Cao Jianhua Yang Li Wang Z. Xue Qian Wang Dinggang Shen 69 90 0 28 Apr 2018
Joint Shape Representation and Classification for Detecting PDAC Fengze Liu Lingxi Xie Yingda Xia Elliot K. Fishman Alan Yuille MedIm 38 18 0 27 Apr 2018
Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images Qian Yu Yinghuan Shi Jinquan Sun Yang Gao Yakang Dai Jianbing Zhu 70 100 0 27 Apr 2018
dhSegment: A generic deep-learning approach for document segmentation S. Oliveira Benoit Seguin F. Kaplan SSeg 73 172 0 27 Apr 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 91 56 0 27 Apr 2018
Deep learning approach to Fourier ptychographic microscopy Thanh Nguyen Yujia Xue Yunzhe Li Lei Tian G. Nehmetallah 59 28 0 27 Apr 2018
Unsupervised Domain Adaptation with Adversarial Residual Transform Networks Guanyu Cai Yuqin Wang Mengchu Zhou Lianghua He GAN 44 89 0 25 Apr 2018
Hand Pose Estimation via Latent 2.5D Heatmap Regression Umar Iqbal Pavlo Molchanov Thomas Breuel Juergen Gall Jan Kautz 3DH 107 321 0 25 Apr 2018
Probabilistic Plant Modeling via Multi-View Image-to-Image Translation Takahiro Isokane Fumio Okura Ayaka Ide Y. Matsushita Y. Yagi 3DV 42 33 0 25 Apr 2018
3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation Q. Zheng H. Delingette Nicolas Duchateau N. Ayache 55 166 0 25 Apr 2018
Learning a Discriminative Feature Network for Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 72 762 0 25 Apr 2018
Automated Mouse Organ Segmentation: A Deep Learning Based Solution N. Ashish M. Brusniak 67 2 0 24 Apr 2018
Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only Sergey Zakharov Benjamin Planche Ziyan Wu Andreas Hutter H. Kosch Slobodan Ilic 74 23 0 24 Apr 2018
Deep Learning in Spiking Neural Networks A. Tavanaei M. Ghodrati Saeed Reza Kheradpisheh T. Masquelier Anthony Maida 112 1,088 0 22 Apr 2018
Micro-Net: A unified model for segmentation of various objects in microscopy images S. Raza Linda Cheung Muhammad Shaban S. Graham David B. A. Epstein S. Pelengaris Michael Khan Nasir M. Rajpoot SSeg 51 242 0 22 Apr 2018
Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks Alexey A. Shvets V. Iglovikov Alexander Rakhlin Alexandr A Kalinin MedIm 97 74 0 21 Apr 2018
Synthesizing Images of Humans in Unseen Poses Guha Balakrishnan Amy Zhao Adrian Dalca F. Durand John Guttag GAN 3DH 75 315 0 20 Apr 2018
Image Inpainting for Irregular Holes Using Partial Convolutions Guilin Liu F. Reda Kevin J. Shih Ting-Chun Wang Andrew Tao Bryan Catanzaro 257 1,939 0 20 Apr 2018
Unsupervised learning of the brain connectivity dynamic using residual D-net Youngjoo Seo Manuel Morante Y. Kopsinis Sergios Theodoridis 26 4 0 20 Apr 2018
Super-resolution Ultrasound Localization Microscopy through Deep Learning Ruud J. G. van Sloun Oren Solomon M. Bruce Zin Z. Khaing H. Wijkstra Yonina C. Eldar M. Mischi 88 139 0 20 Apr 2018
Domain and Geometry Agnostic CNNs for Left Atrium Segmentation in 3D Ultrasound M. Degel Nassir Navab Shadi Albarqouni 63 41 0 20 Apr 2018
Generating a Fusion Image: One's Identity and Another's Shape Donggyu Joo Doyeon Kim Junmo Kim GAN 82 35 0 20 Apr 2018
Video Compression through Image Interpolation Chao-Yuan Wu Nayan Singhal Philipp Krahenbuhl VGen 93 324 0 18 Apr 2018
Deep Object Co-Segmentation Weihao Li O. Jafari Carsten Rother VLM 71 114 0 17 Apr 2018
DGPose: Deep Generative Models for Human Body Analysis Rodrigo de Bem Arna Ghosh Thalaiyasingam Ajanthan O. Mikšík A. Boukhayma N. Siddharth Philip Torr DRL 3DH 66 9 0 17 Apr 2018
Multi-level Semantic Feature Augmentation for One-shot Learning Z. Chen Yanwei Fu Yinda Zhang Yu-Gang Jiang Xiangyang Xue Leonid Sigal 90 236 0 15 Apr 2018
Select, Attend, and Transfer: Light, Learnable Skip Connections Saeid Asgari Taghanaki A. Bentaieb Anmol Sharma S. Kevin Zhou Yefeng Zheng ... Puneet Sharma Sasa Grbic Zhoubing Xu Dorin Comaniciu Ghassan Hamarneh 74 20 0 14 Apr 2018
Convolutional Neural Networks for Skull-stripping in Brain MR Imaging using Consensus-based Silver standard Masks Oeslle Lucena R. Souza Letícia Rittner Richard Frayne R. Lotufo 35 3 0 13 Apr 2018
Learning Warped Guidance for Blind Face Restoration Xiaoming Li Ming-Yu Liu Yuting Ye W. Zuo Liang Lin Ruigang Yang CVBM 3DH 67 144 0 13 Apr 2018
Talking Face Generation by Conditional Recurrent Adversarial Network Yang Song Jingwen Zhu Dawei Li Xiaolong Wang Hairong Qi CVBM 175 196 0 13 Apr 2018
A Hybrid Model for Identity Obfuscation by Face Replacement Qianru Sun A. Tewari Weipeng Xu Mario Fritz Christian Theobalt Bernt Schiele CVBM PICV 80 127 0 13 Apr 2018
A Variational U-Net for Conditional Appearance and Shape Generation Patrick Esser E. Sutter Bjorn Ommer 79 419 0 12 Apr 2018
Towards integrating spatial localization in convolutional neural networks for brain image segmentation Pierre-Antoine Ganaye M. Sdika H. Benoit-Cattin SSeg 30 9 0 12 Apr 2018
CubeNet: Equivariance to 3D Rotation and Translation Daniel E. Worrall Gabriel J. Brostow 3DPC 93 143 0 12 Apr 2018
Iterative fully convolutional neural networks for automatic vertebra segmentation and identification Nikolas Lessmann Bram van Ginneken P. A. Jong Ivana Išgum 65 217 0 12 Apr 2018
A two-stage 3D Unet framework for multi-class segmentation on full resolution image Chengjia Wang Tom J. MacGillivray G. Macnaught Guang Yang D. Newby SSeg SupR 83 74 0 12 Apr 2018
Capsules for Object Segmentation Rodney LaLonde Ulas Bagci SSeg MedIm 78 270 0 11 Apr 2018
Multi-scale Neural Networks for Retinal Blood Vessels Segmentation Boheng Zhang S. Huang Shaohan Hu MedIm 21 19 0 11 Apr 2018
Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation Hyojin Bahng Seungjoo Yoo Wonwoong Cho D. Park Ziming Wu Xiaojuan Ma Jaegul Choo VLM 78 88 0 11 Apr 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 175 5,107 0 11 Apr 2018
ExFuse: Enhancing Feature Fusion for Semantic Segmentation Zhenli Zhang Xiangyu Zhang Chao Peng Dazhi Cheng Jian Sun 85 430 0 11 Apr 2018
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features Andrew Owens Alexei A. Efros SSL 136 754 0 10 Apr 2018
Outline Objects using Deep Reinforcement Learning Zhenxin Wang S. Sarcar Jingxin Liu Yilin Zheng Xiangshi Ren SSeg 45 7 0 10 Apr 2018
The Sound of Pixels Hang Zhao Chuang Gan Andrew Rouditchenko Carl Vondrick Josh H. McDermott Antonio Torralba VLM 112 537 0 09 Apr 2018
Multi-views Fusion CNN for Left Ventricular Volumes Estimation on Cardiac MR Images Gongning Luo Suyu Dong Kuanquan Wang W. Zuo Shaodong Cao Henggui Zhang 84 72 0 09 Apr 2018
Bringing Alive Blurred Moments Kuldeep Purohit Anshul B. Shah A. N. Rajagopalan 94 80 0 09 Apr 2018