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 Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis Mahendra Khened Avinash Kori Haran Rajkumar Balaji Srinivasan Ganapathy Krishnamurthi MedIm LM&MA 293 173 0 01 Jan 2020
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction Xi Fang Pingkun Yan SSeg 85 178 0 01 Jan 2020
Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling Chunli Qin Demin Yao Zhuang Han Hui Wang Yonghong Shi Zhijian Song 31 7 0 01 Jan 2020
OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering Yaniv Benny Lior Wolf VLM GAN 80 48 0 31 Dec 2019
Volumetric Lung Nodule Segmentation using Adaptive ROI with Multi-View Residual Learning Muhammad Usman B. Lee Shi-Sub Byon Sung Hyun Kim Byung-il Lee 49 70 0 31 Dec 2019
PMC-GANs: Generating Multi-Scale High-Quality Pedestrian with Multimodal Cascaded GANs Jie Wu Ying Peng Chenghao Zheng Zongbo Hao Jian Zhang GAN 57 5 0 30 Dec 2019
Very Long Natural Scenery Image Prediction by Outpainting Zongxin Yang Jian Dong Ping Liu Yi Yang Shuicheng Yan 71 88 0 29 Dec 2019
Learning to segment images with classification labels Ozan Ciga Anne L. Martel VLM 52 25 0 28 Dec 2019
Transfer Learning for Brain Tumor Segmentation Jonas Wacker Marcelo Ladeira J. Nascimento MedIm 133 23 0 28 Dec 2019
Translating multispectral imagery to nighttime imagery via conditional generative adversarial networks Xiao Shi Huang Dong Xu Zhenlong Li Cuizhen Wang GAN 18 4 0 28 Dec 2019
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 164 584 0 28 Dec 2019
ODE-based Deep Network for MRI Reconstruction A. Yazdanpanah O. Afacan Simon K. Warfield OOD 40 3 0 27 Dec 2019
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 117 527 0 27 Dec 2019
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 195 1,699 0 27 Dec 2019
TBC-Net: A real-time detector for infrared small target detection using semantic constraint Mingxin Zhao Li Cheng Xu Yang P. Feng Liyuan Liu N. Wu 70 59 0 27 Dec 2019
Colorectal Polyp Segmentation by U-Net with Dilation Convolution Xinzi Sun Pengfei Zhang Dechun Wang Yu Cao Benyuan Liu MedIm 53 75 0 26 Dec 2019
Neural ODEs for Image Segmentation with Level Sets Rafael Valle F. Reda Mohammad Shoeybi P. LeGresley Andrew Tao Bryan Catanzaro 44 9 0 25 Dec 2019
Deep Learning-based Vehicle Behaviour Prediction For Autonomous Driving Applications: A Review Sajjad Mozaffari Omar Y. Al-Jarrah M. Dianati P. Jennings A. Mouzakitis 93 135 0 25 Dec 2019
DDI-100: Dataset for Text Detection and Recognition I. Zharikov Filipp Nikitin I. Vasiliev V. Dokholyan 65 17 0 25 Dec 2019
Concise and Effective Network for 3D Human Modeling from Orthogonal Silhouettes Bin Liu Xiuping Liu Zhi-Xin Yang Charlie C. L. Wang 3DH 41 5 0 25 Dec 2019
Robustness of Brain Tumor Segmentation Sabine Müller Joachim Weickert N. Graf AAML OOD 62 5 0 24 Dec 2019
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains Lyndon Chan Mahdi S. Hosseini Konstantinos N. Plataniotis 93 101 0 24 Dec 2019
Deep learning architectures for nonlinear operator functions and nonlinear inverse problems Maarten V. de Hoop Matti Lassas C. Wong 78 26 0 23 Dec 2019
Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks Yuhua Chen Dan Ruan Jiayu Xiao Lixia Wang Bin Sun R. Saouaf Wensha Yang Debiao Li Z. Fan 67 59 0 23 Dec 2019
Analysis of the hands in egocentric vision: A survey A. Bandini José Zariffa EgoV 95 76 0 23 Dec 2019
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 130 1,027 0 22 Dec 2019
Re-Identification and Growth Detection of Pulmonary Nodules without Image Registration Using 3D Siamese Neural Networks Xavier Rafael-Palou A. Aubanell Ilaria Bonavita M. Ceresa Gemma Piella Vicent J. Ribas M. A. G. Ballester 53 29 0 22 Dec 2019
Rapid Whole-Heart CMR with Single Volume Super-resolution J. Steeden Michael Quail A. Gotschy A. Hauptmann Simon Arridge R. Jones V. Muthurangu 76 52 0 22 Dec 2019
Active Learning for Segmentation Based on Bayesian Sample Queries Firat Özdemir Z. Peng Philipp Fürnstahl C. Tanner O. Goksel 71 22 0 22 Dec 2019
Patch-based Generative Adversarial Network Towards Retinal Vessel Segmentation W. Abbas M. Shakeel Numan Khurshid M. Taj GAN MedIm 15 4 0 22 Dec 2019
$\emph{cm}SalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial Networks$ \emph{cm}SalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial Networks Bo Jiang Zitai Zhou Tianlin Li Jin Tang Bin Luo GAN 151 75 0 21 Dec 2019
UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing Nan Wang Yabin Zhou F. Han H. Zhu Yaojing Zheng GAN 83 98 0 21 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 145 193 0 21 Dec 2019
Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant Metrics Ylenia Giarratano Eleonora Bianchi C. Gray A. Morris Tom J. MacGillivray B. Dhillon Miguel O. Bernabeu 29 3 0 20 Dec 2019
Transfer Learning with Edge Attention for Prostate MRI Segmentation Xiangxiang Qin MedIm 35 16 0 20 Dec 2019
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation Qihang Yu Dong Yang H. Roth Yutong Bai Yixiao Zhang Alan Yuille Daguang Xu 110 109 0 20 Dec 2019
High Resolution Millimeter Wave Imaging For Self-Driving Cars Junfeng Guan Sohrab Madani Suraj Jog Haitham Hassanieh 45 9 0 19 Dec 2019
Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for Medical Image Segmentation Minh H. Vu G. Grimbergen T. Nyholm Tommy Löfstedt SSeg 69 32 0 19 Dec 2019
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks B. Chatterjee Charalambos (Charis) Poullis SSeg 33 17 0 19 Dec 2019
SCAttNet: Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images Haifeng Li Kaijian Qiu Li Chen X. Mei L. Hong Chao Tao 122 192 0 19 Dec 2019
Scale-wise Convolution for Image Restoration Yuchen Fan Jiahui Yu Ding Liu Thomas S. Huang 63 39 0 19 Dec 2019
TextTubes for Detecting Curved Text in the Wild Joël Seytre Jon Wu Alessandro Achille 29 4 0 19 Dec 2019
SynSin: End-to-end View Synthesis from a Single Image Olivia Wiles Georgia Gkioxari Richard Szeliski Justin Johnson 3DV 135 474 0 18 Dec 2019
MRI Pulse Sequence Integration for Deep-Learning Based Brain Metastasis Segmentation Darvin Yi E. Grøvik Michael Iv E. Tong K. Emblem ... A. Latysheva K. Jacobsen Å. Helland Greg Zaharchuk D. Rubin OOD 26 12 0 18 Dec 2019
Ambient Lighting Generation for Flash Images with Guided Conditional Adversarial Networks J. Chavez R. Mora Edward J. Y. Cayllahua Cahuina 28 1 0 18 Dec 2019
$Σ$ -net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction Kerstin Hammernik Jo Schlemper C. Qin Jinming Duan Ronald M. Summers Daniel Rueckert 73 24 0 18 Dec 2019
Learning to Segment Brain Anatomy from 2D Ultrasound with Less Data Jeya Maria Jose Valanarasu R. Yasarla Puyang Wang Ilker Hacihaliloglu Vishal M. Patel 69 30 0 18 Dec 2019
Learning Regional Attraction for Line Segment Detection Nan Xue S. Bai Fudong Wang Guisong Xia Tianfu Wu Liangpei Zhang Philip Torr 74 32 0 18 Dec 2019
Facial Synthesis from Visual Attributes via Sketch using Multi-Scale Generators Xing Di Vishal M. Patel GAN CVBM 113 15 0 17 Dec 2019
PointRend: Image Segmentation as Rendering Alexander Kirillov Yuxin Wu Kaiming He Ross B. Girshick ISeg 183 904 0 17 Dec 2019