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
A Context-and-Spatial Aware Network for Multi-Person Pose Estimation Dongdong Yu Kai Su Xin Geng Changhu Wang 3DH 3DPC 15 9 0 14 May 2019
AMZ Driverless: The Full Autonomous Racing System Juraj Kabzan M. I. Valls Victor Reijgwart Hubertus Franciscus Cornelis Hendrikx Claas Ehmke ... Abel Gawel Mark Pfeiffer Alexander Liniger John Lygeros Roland Siegwart 32 139 0 13 May 2019
Block Coordinate Regularization by Denoising Yu Sun Jiaming Liu Ulugbek S. Kamilov 30 82 0 13 May 2019
Graph U-Nets Hongyang Gao Shuiwang Ji AI4CE SSL SSeg GNN 27 1,062 0 11 May 2019
Illumination-Adaptive Person Re-identification Zelong Zeng Zhixiang Wang Zheng Wang Yinqiang Zheng Yung-Yu Chuang Shiníchi Satoh 16 90 0 11 May 2019
Machine learning in acoustics: theory and applications Michael J. Bianco Peter Gerstoft James Traer Emma Ozanich M. Roch Sharon Gannot Charles-Alban Deledalle AI4CE 23 375 0 11 May 2019
Semantic Segmentation of Seismic Images Daniel Salles Civitarese Daniela Szwarcman E. V. Brazil Bianca Zadrozny 16 16 0 10 May 2019
Which Contrast Does Matter? Towards a Deep Understanding of MR Contrast using Collaborative GAN Dongwook Lee Won-Jin Moon J. C. Ye GAN MedIm 33 8 0 10 May 2019
Multi-scale Aggregation R-CNN for 2D Multi-person Pose Estimation Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 29 9 0 10 May 2019
Joint Segmentation and Path Classification of Curvilinear Structures Agata Mosinska Mateusz Koziñski Pascal Fua 27 28 0 09 May 2019
Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function Karsten Roth Tomasz K. Konopczynski Jurgen Hesser MedIm 23 9 0 09 May 2019
PPGNet: Learning Point-Pair Graph for Line Segment Detection Ziheng Zhang Zhengxin Li N. Bi Jia Zheng Jinlei Wang Kun Huang Weixin Luo Yanyu Xu Shenghua Gao GNN 26 78 0 09 May 2019
QSMGAN: Improved Quantitative Susceptibility Mapping using 3D Generative Adversarial Networks with Increased Receptive Field Yicheng Chen A. Jakary Sivakami Avadiappan Christopher P. Hess J. Lupo MedIm 18 60 0 08 May 2019
Automatic Video Colorization using 3D Conditional Generative Adversarial Networks Panagiotis Kouzouglidis Giorgos Sfikas Christophoros Nikou GAN 13 17 0 08 May 2019
Frame-Recurrent Video Inpainting by Robust Optical Flow Inference Yifan Ding Chuan Wang Haibin Huang Jiaming Liu Jue Wang Liqiang Wang 17 12 0 08 May 2019
A Deep Framework for Bone Age Assessment based on Finger Joint Localization Xiaoman Zhang Ziyuan Zhao Cen Chen Songyou Peng Min-Ying Wu Zhongyao Cheng Sin Gee Teo Le Zhang Zeng Zeng 19 1 0 07 May 2019
Investigating kernel shapes and skip connections for deep learning-based harmonic-percussive separation Carlos Lordelo Emmanouil Benetos S. Dixon Sven Ahlback 14 4 0 06 May 2019
Deep Convolutional Neural Network-Based Autonomous Drone Navigation K. Amer M. Samy M. Shaker Mohamed ElHelw 4 56 0 05 May 2019
Kindling the Darkness: A Practical Low-light Image Enhancer Yonghua Zhang Jiawan Zhang Xiaojie Guo 63 1,163 0 04 May 2019
Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery Tao Sun Zonglin Di Pengyu Che Chun Liu Yin Wang 20 90 0 04 May 2019
Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Applications Ming-Tse Lu Ming Cheng Yiling Xu Shiliang Pu Qiu Shen Zhan Ma 17 10 0 03 May 2019
Inverse Halftoning Through Structure-Aware Deep Convolutional Neural Networks Chang-Hwan Son 14 14 0 02 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Bo-wen Li Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 24 584 0 30 Apr 2019
PYRO-NN: Python Reconstruction Operators in Neural Networks Christopher Syben Markus Michen Bernhard Stimpel Stephan Seitz Stefan B. Ploner Andreas Maier AI4CE 14 58 0 30 Apr 2019
Segmentation is All You Need Zehua Cheng Yuxiang Wu Zhenghua Xu Thomas Lukasiewicz Weiyan Wang 25 20 0 30 Apr 2019
Incorporating Symbolic Sequential Modeling for Speech Enhancement Chien-Feng Liao Yu Tsao Xugang Lu Hisashi Kawai 17 18 0 30 Apr 2019
Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation Jiaming Liu Chihao Wu Yuzhi Wang Qin Xu Yuqian Zhou ... Chuan Wang Shaofan Cai Yifan Ding Haoqiang Fan Jue Wang 23 67 0 29 Apr 2019
Translate-to-Recognize Networks for RGB-D Scene Recognition Dapeng Du Limin Wang Huiling Wang Kai Zhao Gangshan Wu 19 48 0 28 Apr 2019
Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative Adversarial Network Anmol Sharma Ghassan Hamarneh MedIm GAN 29 169 0 27 Apr 2019
Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks Amod Jog P. E. Grant J. Jacobson A. Kouwe E. Meintjes Bruce Fischl Lilla Zöllei 30 6 0 27 Apr 2019
Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion M. Sahasrabudhe Zhixin Shu Edward Bartrum R. Güler Dimitris Samaras Iasonas Kokkinos 3DH DRL 3DV 30 40 0 26 Apr 2019
Meta-Sim: Learning to Generate Synthetic Datasets Amlan Kar Aayush Prakash Ming-Yu Liu Eric Cameracci Justin Yuan Matt Rusiniak David Acuna Antonio Torralba Sanja Fidler 11 247 0 25 Apr 2019
Improved visible to IR image transformation using synthetic data augmentation with cycle-consistent adversarial networks Kyongsik Yun Kevin Yu Joseph Osborne S. Eldin Luan Nguyen Alexander Huyen Thomas Lu GAN 19 19 0 25 Apr 2019
Unsupervised Deep Learning for Bayesian Brain MRI Segmentation Adrian V. Dalca Evan M. Yu Polina Golland Bruce Fischl M. Sabuncu Juan Eugenio Iglesias OOD 24 65 0 25 Apr 2019
LADN: Local Adversarial Disentangling Network for Facial Makeup and De-Makeup Qiao Gu Guanzhi Wang M. Chiu Yu-Wing Tai Chi-Keung Tang DRL 29 89 0 25 Apr 2019
Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Yuzhou Liu DeLiang Wang 27 157 0 25 Apr 2019
Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks Md. Zahangir Alom Theus H. Aspiras T. Taha V. Asari 21 44 0 25 Apr 2019
Detailed Human Shape Estimation from a Single Image by Hierarchical Mesh Deformation Hao Zhu Wei Ji Sen Wang Xun Cao Ruigang Yang 3DH 16 152 0 24 Apr 2019
Segmenting the Future Hsu-kuang Chiu Ehsan Adeli Juan Carlos Niebles 21 44 0 24 Apr 2019
Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks Davood Karimi Septimiu E. Salcudean MedIm 37 391 0 22 Apr 2019
City-scale Road Extraction from Satellite Imagery A. V. Etten 16 12 0 22 Apr 2019
STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing Ming-Yu Liu Yukang Ding Min Xia Xiao-Chang Liu Errui Ding W. Zuo Shilei Wen 33 326 0 22 Apr 2019
TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation Wayne Wu Kaidi Cao Cheng Li Chao Qian Chen Change Loy ViT DRL 13 110 0 21 Apr 2019
Facial Feature Embedded CycleGAN for VIS-NIR Translation Huijiao Wang Li Wang Xulei Yang Lei Yu Haijian Zhang CVBM 19 18 0 20 Apr 2019
Temporal Unet: Sample Level Human Action Recognition using WiFi Fei Wang Yunpeng Song Jimuyang Zhang Jinsong Han Dong Huang 22 23 0 19 Apr 2019
XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation Youbao Tang Yuxing Tang Jing Xiao Ronald M. Summers 17 119 0 19 Apr 2019
Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net Yunze Man Yangsibo Huang Junyi Feng Xi Li Fei Wu SSeg 20 123 0 19 Apr 2019
Automated Segmentation of Pulmonary Lobes using Coordination-Guided Deep Neural Networks Wenjia Wang Junxuan Chen Jie Zhao Ying Chi Xuansong Xie Li Lyna Zhang Xiansheng Hua 16 24 0 19 Apr 2019
Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes Qi. Wang Junyu Gao Xuelong Li 16 192 0 19 Apr 2019
One-dimensional Deep Image Prior for Time Series Inverse Problems Sriram Ravula A. Dimakis 42 7 0 18 Apr 2019