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
Multiparametric Deep Learning Tissue Signatures for a Radiological Biomarker of Breast Cancer: Preliminary Results V. Parekh K. Macura S. Harvey I. Kamel R. Khouli D. Bluemke M. Jacobs MedIm 29 35 0 10 Feb 2018
A Two-Stage Method for Text Line Detection in Historical Documents Tobias Grüning Gundram Leifert Tobias Strauß Johannes Michael R. Labahn 29 143 0 09 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 34 12,899 0 07 Feb 2018
Unsupervised Typography Transfer Hanfei Sun Yimin Luo Ziang Lu 22 2 0 07 Feb 2018
Fair comparison of skin detection approaches on publicly available datasets A. Lumini L. Nanni 15 33 0 07 Feb 2018
A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin Alican Bozkurt Kivanc Kose C. Alessi-Fox M. Gill Dana H. Brooks Jennifer G. Dy M. Rajadhyaksha 33 25 0 05 Feb 2018
A New Registration Approach for Dynamic Analysis of Calcium Signals in Organs Peixian Liang Jianxu Chen Pavel A. Brodskiy Qinfeng Wu Yejia Zhang Yizhe Zhang L. Yang J. Zartman Danny Chen 78 6 0 01 Feb 2018
Dense 3D Object Reconstruction from a Single Depth View Bo Yang Stefano Rosa Andrew Markham Niki Trigoni Hongkai Wen GAN 3DV 19 115 0 01 Feb 2018
Densely Dilated Spatial Pooling Convolutional Network using benign loss functions for imbalanced volumetric prostate segmentation Qiuhua Liu Minghao Fu Xinqi Gong Hao Jiang MedIm 27 15 0 31 Jan 2018
Deep Learning based Retinal OCT Segmentation M. Pekala Neil J. Joshi D. E. Freund N. Bressler D. DeBuc Philippe Burlina 26 168 0 29 Jan 2018
Interactive Deep Colorization With Simultaneous Global and Local Inputs Yi Xiao P. Zhou Yan Zheng HAI 21 48 0 27 Jan 2018
Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation Ling Zhang Vissagan Gopalakrishnan Le Lu Ronald M. Summers J. Moss Jianhua Yao MedIm 29 38 0 25 Jan 2018
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction Yuan Gao Jiayi Ma Mingbo Zhao Wei Liu Alan Yuille 21 252 0 25 Jan 2018
$PointCNN: Convolution On $\mathcal{X}$-Transformed Points$ PointCNN: Convolution On $\mathcal{X}$ -Transformed Points Yangyan Li Rui Bu Mingchao Sun Wei Yu Wu Xinhan Di Baoquan Chen 3DPC 122 2,420 0 23 Jan 2018
A Classification Refinement Strategy for Semantic Segmentation James W. Davis Christopher Menart Muhammad Akbar R. Ilin 19 4 0 23 Jan 2018
Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation Chichen Fu Soonam Lee D. J. Ho Shuo Han P. Salama K. Dunn Edward J. Delp 3DV MedIm 14 63 0 22 Jan 2018
Denoising Prior Driven Deep Neural Network for Image Restoration W. Dong Peiyao Wang W. Yin Guangming Shi Fangfang Wu Xiaotong Lu SupR 39 417 0 21 Jan 2018
Sparsely Aggregated Convolutional Networks Ligeng Zhu Ruizhi Deng Michael Maire Zhiwei Deng Greg Mori P. Tan 3DPC 32 9 0 18 Jan 2018
TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation V. Iglovikov Alexey A. Shvets SSeg 14 606 0 17 Jan 2018
Evidential Occupancy Grid Map Augmentation using Deep Learning Sascha Wirges Felix Hartenbach Christoph Stiller 11 24 0 16 Jan 2018
Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers Mahendra Khened Alex Varghese Ganapathy Krishnamurthi 24 309 0 16 Jan 2018
An Accurate and Real-time Self-blast Glass Insulator Location Method Based On Faster R-CNN and U-net with Aerial Images Zenan Ling Robert C. Qiu Zhijian Jin Yuhang Zhang Xing He Haichun Liu L. Chu 26 48 0 16 Jan 2018
Student Beats the Teacher: Deep Neural Networks for Lateral Ventricles Segmentation in Brain MR Mohsen Ghafoorian Jonas Teuwen R. Manniesing F.‐E. Leeuw Bram van Ginneken N. Karssemeijer B. Platel 31 17 0 15 Jan 2018
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy Abhijit Guha Roy Sailesh Conjeti Nassir Navab Christian Wachinger 38 222 0 12 Jan 2018
Enhancing Underwater Imagery using Generative Adversarial Networks C. Fabbri M. Islam Junaed Sattar GAN 19 561 0 11 Jan 2018
BUSIS: A Benchmark for Breast Ultrasound Image Segmentation Min Xian Yingtao Zhang H. Cheng Fei Xu Kuan Huang Boyu Zhang Jianrui Ding C. Ning Ying Wang 28 61 0 09 Jan 2018
TextBoxes++: A Single-Shot Oriented Scene Text Detector Minghui Liao Baoguang Shi X. Bai 24 703 0 09 Jan 2018
A Systematic Analysis for State-of-the-Art 3D Lung Nodule Proposals Generation Hui Wu Matrix Yao A. Hu Gaofeng Sun Xiaokun Yu Jian Tang MedIm 19 4 0 09 Jan 2018
2D-Densely Connected Convolution Neural Networks for automatic Liver and Tumor Segmentation Krishna Chaitanya Kaluva Mahendra Khened Avinash Kori Ganapathy Krishnamurthi MedIm 27 53 0 05 Jan 2018
Semantic Segmentation via Highly Fused Convolutional Network with Multiple Soft Cost Functions Tao Yang Yan Wu Junqiao Zhao Linting Guan SSeg 57 37 0 04 Jan 2018
Semantic Segmentation of Human Thigh Quadriceps Muscle in Magnetic Resonance Images E. Ahmad Manu Goyal J. McPhee H. Degens Moi Hoon Yap 32 17 0 01 Jan 2018
Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs Xing Di Vishal M. Patel CVBM GAN 39 35 0 30 Dec 2017
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 30 1,060 0 28 Dec 2017
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice Loss Jiachi Zhang Xiaolei Shen Tianqi Zhuo Hong Zhou 21 39 0 25 Dec 2017
Aerial Spectral Super-Resolution using Conditional Adversarial Networks Aneesh Rangnekar Nilay Mokashi Emmett Ientilucci Christopher Kanan Matthew Hoffman 3DPC GAN 24 26 0 23 Dec 2017
Towards dense object tracking in a 2D honeybee hive Katarzyna Bozek Laetitia Hebert A. Mikheyev G. Stephens VOT 32 47 0 22 Dec 2017
Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning Yang Nan Gianmarc Coppola Q. Liang Kunlin Zou Wei Sun Dan Zhang Yaonan Wang Guanzhen Yu 23 7 0 20 Dec 2017
On the Diversity of Realistic Image Synthesis Zichen Yang Haifeng Liu Deng Cai 27 6 0 20 Dec 2017
Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology Andreas Holzinger Bernd Malle Peter Kieseberg P. Roth Heimo Muller Robert Reihs K. Zatloukal 17 91 0 18 Dec 2017
Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network E. Bonmati Yipeng Hu Nikhil Sindhwani H. Dietz Jan D'hooge D. Barratt Jan Deprest Tom Kamiel Magda Vercauteren 29 30 0 18 Dec 2017
Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images Kuang Gong Jaewon Yang Kyungsang Kim G. El Fakhri Youngho Seo Quanzheng Li 36 95 0 17 Dec 2017
Deep Burst Denoising Clément Godard Kevin Blackburn-Matzen M. Uyttendaele 26 124 0 15 Dec 2017
Unsupervised Histopathology Image Synthesis L. Hou Ayush Agarwal Dimitris Samaras Tahsin M. Kurc Rajarsi R. Gupta Joel H. Saltz MedIm 16 64 0 13 Dec 2017
Self-Supervised Relative Depth Learning for Urban Scene Understanding Huaizu Jiang Erik Learned-Miller Gustav Larsson Michael Maire Gregory Shakhnarovich OOD SSL 26 9 0 13 Dec 2017
Deep learning enhanced mobile-phone microscopy Y. Rivenson H. Koydemir Hongda Wang Zhensong Wei Z. Ren ... Yibo Zhang Z. Gorocs Kyle Liang Derek K. Tseng Aydogan Ozcan MedIm 19 163 0 12 Dec 2017
200x Low-dose PET Reconstruction using Deep Learning Junshen Xu Enhao Gong John M. Pauly Greg Zaharchuk MedIm 22 131 0 12 Dec 2017
Dense Optical Flow based Change Detection Network Robust to Difference of Camera Viewpoints Ken Sakurada Weimin Wang Nobuo Kawaguchi Ryosuke Nakamura 3DPC 19 30 0 08 Dec 2017
An End to End Deep Neural Network for Iris Segmentation in Unconstraint Scenarios S. Bazrafkan Shejin Thavalengal Peter Corcoran 3DV 36 77 0 07 Dec 2017
MoDL: Model Based Deep Learning Architecture for Inverse Problems H. Aggarwal M. Mani M. Jacob 48 997 0 07 Dec 2017
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal Jifeng Wang Xiang Li Le Hui Jian Yang GAN 28 397 0 07 Dec 2017