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
Joint learning of cartesian undersampling and reconstruction for accelerated MRI Tomer Weiss S. Vedula Ortal Senouf O. Michailovich M. Zibulevsky A. Bronstein 11 25 0 22 May 2019
Learning to Confuse: Generating Training Time Adversarial Data with Auto-Encoder Ji Feng Qi-Zhi Cai Zhi-Hua Zhou AAML 19 104 0 22 May 2019
Toward Learning a Unified Many-to-Many Mapping for Diverse Image Translation Wenju Xu Shawn Keshmiri Guanghui Wang GAN 33 53 0 21 May 2019
RIU-Net: Embarrassingly simple semantic segmentation of 3D LiDAR point cloud P. Biasutti Aurélie Bugeau Jean-François Aujol Mathieu Brédif 3DPC 24 16 0 21 May 2019
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation Xuhua Ren Lichi Zhang Sahar Ahmad Dong Nie Fan Yang L. Xiang Qian Wang Dinggang Shen 19 26 0 21 May 2019
RASNet: Segmentation for Tracking Surgical Instruments in Surgical Videos Using Refined Attention Segmentation Network Zhen-Liang Ni Guibin Bian Xiaoliang Xie Z. Hou Xiao-Hu Zhou Yan-Jie Zhou 32 68 0 21 May 2019
U-Net Based Multi-instance Video Object Segmentation Heguang Liu Jing Jiang VOS SSeg 20 5 0 19 May 2019
Spatio-Temporal Adversarial Learning for Detecting Unseen Falls Shehroz S. Khan Jacob Nogas Alex Mihailidis 22 22 0 19 May 2019
A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT Sulaiman Vesal Nishant Ravikumar Andreas Maier 17 44 0 19 May 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 50 296 0 17 May 2019
How is Gaze Influenced by Image Transformations? Dataset and Model Zhaohui Che Ali Borji Guangtao Zhai Xiongkuo Min G. Guo P. Le Callet 27 76 0 16 May 2019
One-Shot Texture Retrieval with Global Context Metric Kai Zhu Wei Zhai Zhengjun Zha Yang Cao 3DV 25 6 0 16 May 2019
TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes Tae Joon Jun Y. Eom Dohyeun Kim Cherry Kim Ji-Hye Park Hoang Minh Nguyen Daeyoung Kim MedIm 19 28 0 16 May 2019
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images Wuyang Chen Ziyu Jiang Zhangyang Wang Kexin Cui Xiaoning Qian 19 151 0 15 May 2019
Learning-based Single-step Quantitative Susceptibility Mapping Reconstruction Without Brain Extraction Hongjiang Wei Steven Cao Yuyao Zhang Xiaojun Guan Fuhua Yan K. Yeom Chunlei Liu 25 50 0 15 May 2019
Unsupervised Deep Contrast Enhancement with Power Constraint for OLED Displays Y. Shin Seung Park Yoon-Jae Yeo Min-Jae Yoo Sung-Jea Ko 27 22 0 15 May 2019
A Context-and-Spatial Aware Network for Multi-Person Pose Estimation Dongdong Yu Kai Su Xin Geng Changhu Wang 3DH 3DPC 18 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 38 139 0 13 May 2019
Block Coordinate Regularization by Denoising Yu Sun Jiaming Liu Ulugbek S. Kamilov 32 82 0 13 May 2019
Graph U-Nets Hongyang Gao Shuiwang Ji AI4CE SSL SSeg GNN 39 1,066 0 11 May 2019
Illumination-Adaptive Person Re-identification Zelong Zeng Zhixiang Wang Zheng Wang Yinqiang Zheng Yung-Yu Chuang Shiníchi Satoh 29 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 28 376 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 36 8 0 10 May 2019
Compressing Weight-updates for Image Artifacts Removal Neural Networks Y. Lam Alireza Zare Çağlar Aytekin Francesco Cricri J. Lainema Emre B. Aksu M. Hannuksela 13 16 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 21 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 25 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 30 1 0 07 May 2019
Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT Images J. Ouyang T. Mathai K. Lathrop J. Galeotti GAN 21 22 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
SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss Yifu Chen Arnaud Dapogny Matthieu Cord SSeg 24 24 0 06 May 2019
Deep Convolutional Neural Network-Based Autonomous Drone Navigation K. Amer M. Samy M. Shaker Mohamed ElHelw 16 56 0 05 May 2019
Kindling the Darkness: A Practical Low-light Image Enhancer Yonghua Zhang Jiawan Zhang Xiaojie Guo 86 1,164 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 Lu Ming Cheng Yiling Xu Shiliang Pu Qiu Shen Zhan Ma 30 10 0 03 May 2019
Single Image Portrait Relighting Tiancheng Sun Jonathan T. Barron Yun-Ta Tsai Zexiang Xu Xueming Yu Graham Fyffe Christoph Rhemann Jay Busch P. Debevec R. Ramamoorthi 3DH 11 253 0 02 May 2019
Inverse Halftoning Through Structure-Aware Deep Convolutional Neural Networks Chang-Hwan Son 24 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 26 586 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 22 59 0 30 Apr 2019
Segmentation is All You Need Zehua Cheng Yuxiang Wu Zhenghua Xu Thomas Lukasiewicz Weiyan Wang 33 20 0 30 Apr 2019
Incorporating Symbolic Sequential Modeling for Speech Enhancement Chien-Feng Liao Yu Tsao Xugang Lu Hisashi Kawai 27 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 31 68 0 29 Apr 2019
Translate-to-Recognize Networks for RGB-D Scene Recognition Dapeng Du Limin Wang Huiling Wang Kai Zhao Gangshan Wu 23 48 0 28 Apr 2019
Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative Adversarial Network Anmol Sharma Ghassan Hamarneh MedIm GAN 31 170 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