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
When Deep Learning Meets Digital Image Correlation S. Boukhtache K. Abdelouahab F. Berry B. Blaysat M. Grédiac F. Sur 50 88 0 02 Sep 2020
Comprehensive Semantic Segmentation on High Resolution UAV Imagery for Natural Disaster Damage Assessment Maryam Rahnemoonfar Tashnim Chowdhury Robin Murphy Odair Fernandes 60 36 0 02 Sep 2020
Perceptual Deep Neural Networks: Adversarial Robustness through Input Recreation Danilo Vasconcellos Vargas Bingli Liao Takahiro Kanzaki AAML 43 3 0 02 Sep 2020
Unsupervised Domain Adaptation For Plant Organ Counting Tewodros Ayalew Jordan R. Ubbens Ian Stavness 79 26 0 02 Sep 2020
Deep Learning to Detect Bacterial Colonies for the Production of Vaccines Thomas Beznik P. Smyth G. Lannoy J. Lee 21 27 0 02 Sep 2020
Going beyond Free Viewpoint: Creating Animatable Volumetric Video of Human Performances Anna Hilsmann P. Fechteler W. Morgenstern Wolfgang Paier I. Feldmann O. Schreer Peter Eisert 3DH 58 13 0 02 Sep 2020
Multi-domain semantic segmentation with pyramidal fusion Petra Bevandić Marin Orsic Ivan Grubišić Josip Saric Sinisa Segvic 80 8 0 02 Sep 2020
$Single-shot Hyperspectral-Depth Imaging with Learned Diffractive Optics$ Single-shot Hyperspectral-Depth Imaging with Learned Diffractive Optics Seung-Hwan Baek H. Ikoma D. S. Jeon Yuqi Li Wolfgang Heidrich Gordon Wetzstein Min H. Kim MDE 54 84 0 01 Sep 2020
Recognition Oriented Iris Image Quality Assessment in the Feature Space Leyuan Wang Kunbo Zhang Min Ren Yunlong Wang Zhenan Sun CVBM 47 4 0 01 Sep 2020
Heatmap Regression via Randomized Rounding B. Yu Dacheng Tao 87 30 0 01 Sep 2020
ALANET: Adaptive Latent Attention Network forJoint Video Deblurring and Interpolation Akash Gupta Abhishek Aich Amit K. Roy-Chowdhury 78 21 0 31 Aug 2020
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium Student Member Ieee Muhammad Usman Ghani F. I. W. Clem Karl 135 17 0 31 Aug 2020
Plug-and-Play Image Restoration with Deep Denoiser Prior Peng Sun Yawei Li W. Zuo Lei Zhang Luc Van Gool Radu Timofte DiffM SupR 140 813 0 31 Aug 2020
Evaluation of machine learning algorithms for Health and Wellness applications: a tutorial Jussi Tohka M. Gils 52 95 0 31 Aug 2020
Improved Lite Audio-Visual Speech Enhancement Shang-Yi Chuang Hsin-Min Wang Yu Tsao 94 34 0 30 Aug 2020
Deep Hypergraph U-Net for Brain Graph Embedding and Classification Mert Lostar I. Rekik GNN 35 10 0 30 Aug 2020
Brain Stroke Lesion Segmentation Using Consistent Perception Generative Adversarial Network Shuqiang Wang Zhuo Chen Wen Yu Baiying Lei GAN MedIm 93 61 0 30 Aug 2020
A Survey of Deep Active Learning Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Brij B. Gupta Xiaojiang Chen Xin Wang 138 1,160 0 30 Aug 2020
Unsupervised MRI Reconstruction with Generative Adversarial Networks Elizabeth K. Cole John M. Pauly S. Vasanawala Frank Ong GAN MedIm 62 51 0 29 Aug 2020
Improved anomaly detection by training an autoencoder with skip connections on images corrupted with Stain-shaped noise Anne-Sophie Collin Christophe De Vleeschouwer 103 87 0 29 Aug 2020
Unpaired Deep Learning for Accelerated MRI using Optimal Transport Driven CycleGAN Gyutaek Oh Byeongsu Sim Hyungjin Chung Leonard Sunwoo J. C. Ye OOD MedIm 78 71 0 29 Aug 2020
Puzzle-AE: Novelty Detection in Images through Solving Puzzles Mohammadreza Salehi Ainaz Eftekhar Niousha Sadjadi M. Rohban Hamid R. Rabiee AAML 183 44 0 29 Aug 2020
On segmentation of pectoralis muscle in digital mammograms by means of deep learning H. Soleimani O. Michailovich 29 21 0 29 Aug 2020
CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging Dimitris Perdios Manuel Vonlanthen Florian Martinez M. Arditi Jean-Philippe Thiran 48 55 0 28 Aug 2020
Collaborative Multi-Robot Systems for Search and Rescue: Coordination and Perception Jorge Peña Queralta Jussi Taipalmaa Bilge Can Pullinen V. Sarker Tuan Anh Nguyen Gia H. Tenhunen Moncef Gabbouj Jenni Raitoharju Tomi Westerlund 65 27 0 28 Aug 2020
The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification Amirreza Mahbod P. Tschandl Georg Langs R. Ecker Isabella Ellinger 93 90 0 28 Aug 2020
Graph Convolutional Neural Networks with Node Transition Probability-based Message Passing and DropNode Regularization T. Do Duc Minh Nguyen Giannis Bekoulis Adrian Munteanu Nikos Deligiannis 52 38 0 28 Aug 2020
Soft Tissue Sarcoma Co-Segmentation in Combined MRI and PET/CT Data Theresa Neubauer M. Wimmer Astrid Berg David Major Dimitrios Lenis T. Beyer J. Saponjski Katja Bühler 82 8 0 28 Aug 2020
DALE : Dark Region-Aware Low-light Image Enhancement Dokyeong Kwon Guisik Kim Junseok Kwon 44 25 0 28 Aug 2020
Human Blastocyst Classification after In Vitro Fertilization Using Deep Learning Ali Akbar Septiandri A. Jamal P. Iffanolida O. Riayati B. Wiweko 54 9 0 28 Aug 2020
Regularized Densely-connected Pyramid Network for Salient Instance Segmentation Yu-Huan Wu Yun-Hai Liu Le Zhang Wang Gao Ming-Ming Cheng 127 38 0 28 Aug 2020
Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural Networks Steff Farley J. Hodgkinson O. Gordon J. Turner Andrea Soltoggio P. Moriarty E. Hunsicker 27 22 0 27 Aug 2020
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video Mariana-Iuliana Georgescu Radu Tudor Ionescu Fahad Shahbaz Khan Marius Popescu M. Shah 116 162 0 27 Aug 2020
One Shot 3D Photography Johannes Kopf Kevin Blackburn-Matzen Suhib Alsisan Ocean Quigley Francis Ge ... Peizhao Zhang Zijian He Peter Vajda Ayush Saraf Michael F. Cohen 110 80 0 27 Aug 2020
DeepFake Detection Based on the Discrepancy Between the Face and its Context Y. Nirkin Lior Wolf Y. Keller Tal Hassner 3DPC CVBM PICV 107 182 0 27 Aug 2020
Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information Lei Li V. Zimmer Wangbin Ding Fuping Wu Liqin Huang Julia A. Schnabel Xiahai Zhuang OOD MedIm 76 22 0 27 Aug 2020
How semantic and geometric information mutually reinforce each other in ToF object localization A. Vanderschueren Victor Joos Christophe De Vleeschouwer 3DPC 24 0 0 27 Aug 2020
Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events Guang Yu Siqi Wang Zhiping Cai En Zhu Chuanfu Xu Jianping Yin Marius Kloft 106 197 0 27 Aug 2020
Unsupervised Surgical Instrument Segmentation via Anchor Generation and Semantic Diffusion Daochang Liu Yuhui Wei Tingting Jiang Yizhou Wang R. Miao F. Shan Ziyu Li MedIm 87 27 0 27 Aug 2020
Multi-View Fusion of Sensor Data for Improved Perception and Prediction in Autonomous Driving Sudeep Fadadu Shreyash Pandey Darshan Hegde Yi Shi Fang-Chieh Chou Nemanja Djuric Carlos Vallespi-Gonzalez 3DPC 61 74 0 27 Aug 2020
Pose-Guided High-Resolution Appearance Transfer via Progressive Training Ji Liu Heshan Liu M. Chiu Yu-Wing Tai Chi-Keung Tang 3DH 63 4 0 27 Aug 2020
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks Chi Liu Tianqing Zhu Jun Zhang Wanlei Zhou PICV 81 31 0 27 Aug 2020
FCN Approach for Dynamically Locating Multiple Speakers Hodaya Hammer Shlomo E. Chazan Jacob Goldberger Sharon Gannot 43 3 0 26 Aug 2020
Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image Segmentation C. Scannell A. Chiribiri M. Veta OOD MedIm 40 21 0 26 Aug 2020
NAS-DIP: Learning Deep Image Prior with Neural Architecture Search Yunpeng Chen Chen Gao Esther Robb Jia-Bin Huang 77 50 0 26 Aug 2020
Cross-Spectral Periocular Recognition with Conditional Adversarial Networks Kevin Hernandez Diaz F. Alonso-Fernandez J. Bigün GAN CVBM MedIm 64 12 0 26 Aug 2020
Vehicle Trajectory Prediction in Crowded Highway Scenarios Using Bird Eye View Representations and CNNs R. Izquierdo A. Quintanar Ignacio Parra David Fernández Llorca Miguel Ángel Sotelo 104 8 0 26 Aug 2020
Anime-to-Real Clothing: Cosplay Costume Generation via Image-to-Image Translation Koya Tango Marie Katsurai Hayato Maki Ryosuke Goto 65 5 0 26 Aug 2020
Scaling Distributed Deep Learning Workloads beyond the Memory Capacity with KARMA Mohamed Wahib Haoyu Zhang Truong Thao Nguyen Aleksandr Drozd Jens Domke Lingqi Zhang Ryousei Takano Satoshi Matsuoka OODD 78 23 0 26 Aug 2020
Siamese Network for RGB-D Salient Object Detection and Beyond Keren Fu Deng-Ping Fan Ge-Peng Ji Qijun Zhao Jianbing Shen Ce Zhu 137 210 0 26 Aug 2020