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
SMPLpix: Neural Avatars from 3D Human Models Sergey Prokudin Michael J. Black Javier Romero 3DH 135 81 0 16 Aug 2020
We Learn Better Road Pothole Detection: from Attention Aggregation to Adversarial Domain Adaptation Rui Fan Haoyu Wang M. J. Bocus Ming-Yuan Liu 49 46 0 16 Aug 2020
Single image dehazing for a variety of haze scenarios using back projected pyramid network Ayush Singh A. Bhave D. Prasad 35 40 0 15 Aug 2020
Performance characterization of a novel deep learning-based MR image reconstruction pipeline PhD R. Marc Lebel MedIm 45 85 0 14 Aug 2020
MatryODShka: Real-time 6DoF Video View Synthesis using Multi-Sphere Images Benjamin Attal Selena Ling Aaron Gokaslan Christian Richardt James Tompkin 71 107 0 14 Aug 2020
Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability Avinash Kori Parth Natekar Ganapathy Krishnamurthi Balaji Srinivasan 80 9 0 14 Aug 2020
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction Cong Quan Jinjie Zhou Yuanzheng Zhu Yang Chen Shanshan Wang Dong Liang Qiegen Liu DiffM MedIm 78 26 0 14 Aug 2020
Optimized Deep Encoder-Decoder Methods for Crack Segmentation Jacob König M. Jenkins M. Mannion P. Barrie Gordon Morison 57 82 0 14 Aug 2020
Deep Atrous Guided Filter for Image Restoration in Under Display Cameras Varun Sundar Sumanth Hegde D. Kothandaraman Kaushik Mitra 72 29 0 14 Aug 2020
BriNet: Towards Bridging the Intra-class and Inter-class Gaps in One-Shot Segmentation Xianghui Yang Bairun Wang Kaige Chen Xinchi Zhou Shuai Yi Wanli Ouyang Luping Zhou 63 49 0 14 Aug 2020
Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digital reconstructed radiographs (DRRs) from CT-based ground-truth E. Barbosa W. Gefter Rochelle Yang Florin-Cristian Ghesu Siqi Liu ... A. Balachandran S. Vogt Valentin Ziebandt Steffen Kappler Dorin Comaniciu 87 6 0 13 Aug 2020
Neural collaborative filtering for unsupervised mitral valve segmentation in echocardiography Luca Corinzia F. Laumer A. Candreva M. Taramasso F. Maisano J. M. Buhmann 8 11 0 13 Aug 2020
CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration Boah Kim Dong Hwan Kim S. Park Jieun Kim June-Goo Lee J. C. Ye MedIm 64 213 0 13 Aug 2020
ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis G. Quellec Hassan Al Hajj M. Lamard Pierre-Henri Conze P. Massin B. Cochener 69 55 0 13 Aug 2020
Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear Segmentation in Digital Pathology Images Jie Song Liang Xiao M. Molaei Z. Lian 33 0 0 13 Aug 2020
Cloth Region Segmentation for Robust Grasp Selection Jianing Qian Thomas Weng Luxin Zhang Brian Okorn David Held 93 42 0 13 Aug 2020
Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations Navid Alemi Koohbanani Balagopal Unnikrishnan S. Khurram Pavitra Krishnaswamy Nasir M. Rajpoot SSL 104 166 0 12 Aug 2020
Free View Synthesis Gernot Riegler V. Koltun 104 358 0 12 Aug 2020
Defending Adversarial Examples via DNN Bottleneck Reinforcement Wenqing Liu Miaojing Shi Teddy Furon Li Li AAML 60 8 0 12 Aug 2020
Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography P. Leydon M. O'Connell Derek Greene Kathleen M. Curran 42 6 0 12 Aug 2020
Channel-wise Subband Input for Better Voice and Accompaniment Separation on High Resolution Music Haohe Liu Lei Xie Jian Wu Geng Yang 81 31 0 12 Aug 2020
Learned Proximal Networks for Quantitative Susceptibility Mapping Kuo-Wei Lai M. Aggarwal P. Zijl Xu Li Jeremias Sulam 55 32 0 11 Aug 2020
Estimating the Magnitude and Phase of Automotive Radar Signals under Multiple Interference Sources with Fully Convolutional Networks Nicolae-Cuatualin Ristea Andrei Anghel Radu Tudor Ionescu 50 17 0 11 Aug 2020
GeLaTO: Generative Latent Textured Objects Ricardo Martín Brualla Rohit Pandey Sofien Bouaziz Matthew A. Brown Dan B. Goldman 3DV 52 12 0 11 Aug 2020
Implanting Synthetic Lesions for Improving Liver Lesion Segmentation in CT Exams Dario Augusto Borges Oliveira MedIm 43 4 0 11 Aug 2020
R-MNet: A Perceptual Adversarial Network for Image Inpainting Jireh Jam Connah Kendrick Vincent Drouard Kevin Walker G. Hsu Moi Hoon Yap GAN 21 25 0 11 Aug 2020
SAFRON: Stitching Across the Frontier for Generating Colorectal Cancer Histology Images Srijay Deshpande F. Minhas S. Graham Nasir M. Rajpoot MedIm 46 8 0 11 Aug 2020
ARPM-net: A novel CNN-based adversarial method with Markov Random Field enhancement for prostate and organs at risk segmentation in pelvic CT images Zhuangzhuang Zhang T. Zhao Hiram Gay Weixiong Zhang B. Sun MedIm 113 29 0 11 Aug 2020
GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-tuning for Alzheimer's Disease Diagnosis from MRI Hoo-Chang Shin Alvin Ihsani Ziyue Xu Swetha Mandava Sharath Turuvekere Sreenivas Christopher Forster Jiook Cha Alzheimer's Disease Neuroimaging Initiative GAN MedIm 53 21 0 10 Aug 2020
GANBERT: Generative Adversarial Networks with Bidirectional Encoder Representations from Transformers for MRI to PET synthesis Hoo-Chang Shin Alvin Ihsani Swetha Mandava Sharath Turuvekere Sreenivas Christopher Forster Jiook Cha Alzheimer's Disease Neuroimaging Initiative GAN MedIm 64 19 0 10 Aug 2020
Invertible Neural BRDF for Object Inverse Rendering Zhe Chen S. Nobuhara Ko Nishino BDL AI4CE 87 27 0 10 Aug 2020
Rethinking 3D LiDAR Point Cloud Segmentation Shijie Li Yun-Hai Liu Juergen Gall 3DPC 65 38 0 10 Aug 2020
Measuring shape relations using r-parallel sets H. J. T. Stephensen A. Svane C. Benítez Steven A. Goldman J. Sporring 19 4 0 10 Aug 2020
Neural Light Transport for Relighting and View Synthesis Xiuming Zhang S. Fanello Yun-Ta Tsai Tiancheng Sun Tianfan Xue ... Christoph Rhemann P. Debevec Jonathan T. Barron R. Ramamoorthi William T. Freeman 114 119 0 09 Aug 2020
Switching Loss for Generalized Nucleus Detection in Histopathology Deepak Anand Gaurav Patel Yaman Dang A. Sethi MedIm 22 1 0 09 Aug 2020
Recurrent Feature Reasoning for Image Inpainting Jingyuan Li N. Wang Lefei Zhang Bo Du Dacheng Tao 75 350 0 09 Aug 2020
SOFA-Net: Second-Order and First-order Attention Network for Crowd Counting Haoran Duan Shidong Wang Yu Guan EgoV 121 15 0 09 Aug 2020
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images Kang Zhou Yuting Xiao Jianlong Yang Jun Cheng Wen Liu Weixin Luo Zaiwang Gu Jiang-Dong Liu Shenghua Gao MedIm 94 119 0 09 Aug 2020
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19) Md. Milon Islam Fakhri Karray R. Alhajj Jia Zeng 96 217 0 09 Aug 2020
Speech Driven Talking Face Generation from a Single Image and an Emotion Condition Sefik Emre Eskimez You Zhang Z. Duan EGVM CVBM 66 88 0 08 Aug 2020
Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis Shengye Hu Baiying Lei Yong Wang Zhiguang Feng Yanyan Shen Shuqiang Wang GAN MedIm 84 144 0 08 Aug 2020
Automated Claustrum Segmentation in Human Brain MRI Using Deep Learning Hongwei Bran Li A. Menegaux B. Schmitz-Koep Antonia Neubauer Felix J. B. Bäuerlein Suprosanna Shit C. Sorg Bjoern Menze D. Hedderich 170 20 0 08 Aug 2020
Reliable Liver Fibrosis Assessment from Ultrasound using Global Hetero-Image Fusion and View-Specific Parameterization Bowen Li K. Yan D. Tai Yuankai Huo Le Lu Jing Xiao Adam P. Harrison MedIm 26 5 0 07 Aug 2020
HoliCity: A City-Scale Data Platform for Learning Holistic 3D Structures Yichao Zhou Jingwei Huang Xili Dai Shichen Liu Linjie Luo Zhili Chen Yi-An Ma 3DPC 76 39 0 07 Aug 2020
Convolutional neural network based deep-learning architecture for intraprostatic tumour contouring on PSMA PET images in patients with primary prostate cancer D. Kostyszyn T. Fechter N. Bartl Anca-Ligia Grosu C. Gratzke ... D. Baltas P. Meyer T. Derlin Mengxia Chen* C. Zamboglou 8 2 0 07 Aug 2020
Image Transformation Network for Privacy-Preserving Deep Neural Networks and Its Security Evaluation Hiroki Ito Yuma Kinoshita Hitoshi Kiya 51 16 0 07 Aug 2020
Depth Quality Aware Salient Object Detection Chenglizhao Chen Jipeng Wei Chong Peng Hong Qin 74 83 0 07 Aug 2020
Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object Detection Chenglizhao Chen Guotao Wang Chong Peng Dingwen Zhang Yuming Fang Hong Qin 69 84 0 07 Aug 2020
A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality Perception Chenglizhao Chen Jianwei Song Chong Peng Guodong Wang Yuming Fang 68 35 0 07 Aug 2020
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography Heyi Li Dongdong Chen W. Nailon Mike E. Davies Dave Laurenson 75 54 0 07 Aug 2020