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
Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST Jinzheng Cai Youbao Tang Le Lu Adam P. Harrison Ke Yan Jing Xiao Lin Yang Ronald M. Summers MedIm 49 13 0 25 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 36 252 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 Wu Xinhan Di Baoquan Chen 3DPC 140 2,422 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 17 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 24 310 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 18 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 38 223 0 12 Jan 2018
Enhancing Underwater Imagery using Generative Adversarial Networks C. Fabbri M. Islam Junaed Sattar GAN 33 562 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 38 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 36 0 30 Dec 2017
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 30 1,061 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 27 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 19 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 18 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 38 77 0 07 Dec 2017
MoDL: Model Based Deep Learning Architecture for Inverse Problems H. Aggarwal M. Mani M. Jacob 81 1,000 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 28 396 0 07 Dec 2017
Generative Adversarial Perturbations Omid Poursaeed Isay Katsman Bicheng Gao Serge J. Belongie AAML GAN WIGM 31 351 0 06 Dec 2017
GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB Franziska Mueller Florian Bernard Oleksandr Sotnychenko Dushyant Mehta Srinath Sridhar Dan Casas Christian Theobalt 3DH 41 518 0 04 Dec 2017
Towards Real-Time Advancement of Underwater Visual Quality with GAN Xingyu Chen Junzhi Yu Shihan Kong Zhengxing Wu Xi Fang Li Wen GAN 21 94 0 03 Dec 2017
Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks Yuankai Huo Zhoubing Xu Shunxing Bao Camilo Bermudez A. Plassard Jiaqi Liu Yuang Yao A. Assad R. Abramson Bennett A. Landman MedIm 10 49 0 02 Dec 2017
Learning to Segment Moving Objects P. Tokmakov Cordelia Schmid Alahari Karteek VOS 36 97 0 01 Dec 2017
InverseNet: Solving Inverse Problems with Splitting Networks Kai Fan Qinglai Wei Wenlin Wang Amit Chakraborty Katherine A. Heller 40 8 0 01 Dec 2017
A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation Zhuotun Zhu Yingda Xia Wei-Che Shen Elliot K. Fishman Alan Yuille 27 133 0 01 Dec 2017
Toward Multimodal Image-to-Image Translation Jun-Yan Zhu Richard Y. Zhang Deepak Pathak Trevor Darrell Alexei A. Efros Oliver Wang Eli Shechtman 57 1,344 0 30 Nov 2017
Automatic Spine Segmentation using Convolutional Neural Network via Redundant Generation of Class Labels for 3D Spine Modeling Malinda Vania Dawit Mureja Deukhee Lee 21 8 0 29 Nov 2017
Occlusion-aware Hand Pose Estimation Using Hierarchical Mixture Density Network Qianru Ye Tae-Kyun Kim 3DH 31 53 0 29 Nov 2017