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
Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks Haoming Lin Yuyang Hu Siping Chen Jianhua Yao Ling Zhang 14 87 0 14 Oct 2018
Cloud Detection Algorithm for Remote Sensing Images Using Fully Convolutional Neural Networks S. Mohajerani Thomas A. Krammer Parvaneh Saeedi 16 95 0 13 Oct 2018
The highD Dataset: A Drone Dataset of Naturalistic Vehicle Trajectories on German Highways for Validation of Highly Automated Driving Systems R. Krajewski Julian Bock Laurent Kloeker L. Eckstein 11 973 0 11 Oct 2018
Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation Chaowei Xiao Ruizhi Deng Bo-wen Li F. I. F. Richard Yu M. Liu D. Song AAML 16 99 0 11 Oct 2018
A Novel Domain Adaptation Framework for Medical Image Segmentation A. Gholami Shashank Subramanian Varun Shenoy Naveen Himthani Xiangyu Yue Sicheng Zhao Peter H. Jin George Biros Kurt Keutzer MedIm 32 50 0 11 Oct 2018
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview Lili Huang Jiefeng Peng Ruimao Zhang Guanbin Li Liang Lin VLM SSL SSeg 41 12 0 10 Oct 2018
Multi-Institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation Micah J. Sheller G. A. Reina Brandon Edwards Jason Martin Spyridon Bakas FedML 16 457 0 10 Oct 2018
Selective Distillation of Weakly Annotated GTD for Vision-based Slab Identification System Sang Jun Lee Sang Woo Kim Wookyong Kwon Gyogwon Koo J. Yun 35 9 0 09 Oct 2018
Glioma Segmentation with Cascaded Unet Dmitrii Lachinov Evgeny Vasiliev Vadim Turlapov 18 54 0 09 Oct 2018
UOLO - automatic object detection and segmentation in biomedical images Teresa Araújo Guilherme Aresta Adrian Galdran P. Costa A. Mendonça A. Campilho 29 23 0 09 Oct 2018
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation Mina Rezaei Haojin Yang Christoph Meinel GAN SSeg MedIm 22 21 0 09 Oct 2018
Light-Weight RefineNet for Real-Time Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid SSeg VLM 19 147 0 08 Oct 2018
Task-Embedded Control Networks for Few-Shot Imitation Learning Stephen James Michael Bloesch Andrew J. Davison 23 134 0 08 Oct 2018
Deep Geodesic Learning for Segmentation and Anatomical Landmarking N. Torosdagli D. Liberton P. Verma M. Sincan Janice S. Lee Ulas Bagci 20 107 0 06 Oct 2018
End-to-end Networks for Supervised Single-channel Speech Separation Shrikant Venkataramani Paris Smaragdis 30 10 0 05 Oct 2018
Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer Ashnil Kumar M. Fulham D. Feng Jinman Kim MedIm 27 165 0 05 Oct 2018
Progressive Feature Fusion Network for Realistic Image Dehazing Kangfu Mei Aiwen Jiang Juncheng Li Mingwen Wang 16 107 0 04 Oct 2018
Learning Depth with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang 3DV 3DPC MDE 39 310 0 04 Oct 2018
Improving the Segmentation of Anatomical Structures in Chest Radiographs using U-Net with an ImageNet Pre-trained Encoder Maayan Frid-Adar Avi Ben-Cohen Rula Amer H. Greenspan SSeg AI4CE 21 63 0 04 Oct 2018
Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan? Bilwaj Gaonkar Matthew Edwards Alex A. T. Bui Matthew A. Brown Luke Macyszyn 21 7 0 03 Oct 2018
DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks J. Caldeira W. L. K. Wu Brian D. Nord Camille Avestruz Shubhendu Trivedi K. Story 25 63 0 02 Oct 2018
nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation Fabian Isensee Jens Petersen André Klein David Zimmerer Paul F. Jaeger ... Jakob Wasserthal Gregor Koehler T. Norajitra Sebastian J. Wirkert Klaus H. Maier-Hein SSeg 35 772 0 27 Sep 2018
No New-Net Fabian Isensee Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier-Hein SSeg 28 395 0 27 Sep 2018
Deep Neural Networks for Pattern Recognition Kyongsik Yun Alexander Huyen Thomas Lu 21 30 0 25 Sep 2018
Chargrid: Towards Understanding 2D Documents Anoop R. Katti C. Reisswig Cordula Guder Sebastian Brarda S. Bickel Johannes Höhne Jean Baptiste Faddoul 26 191 0 24 Sep 2018
Unsupervised Learning of Dense Optical Flow, Depth and Egomotion from Sparse Event Data Chengxi Ye A. Mitrokhin Cornelia Fermuller J. Yorke Yiannis Aloimonos MDE 19 37 0 23 Sep 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 25 1,748 0 20 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,370 0 19 Sep 2018
Deep Hybrid Scattering Image Learning Mu Yang Zhenghao Liu Ze-Di Cheng Jin-Shi Xu Chuan‐Feng Li G. Guo 13 29 0 19 Sep 2018
3D segmentation of mandible from multisectional CT scans by convolutional neural networks Bingjiang Qiu Jiapan Guo J. Kraeima R. Borra M. Witjes P. V. van Ooijen 23 9 0 18 Sep 2018
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic Segmentation Shao-Yuan Lo Hsueh-Ming Hang S. Chan Jing-Jhih Lin SSeg 25 188 0 17 Sep 2018
Multi Modal Convolutional Neural Networks for Brain Tumor Segmentation Mehmet Aygün Y. Sahin Gözde B. Ünal MedIm 16 21 0 17 Sep 2018
Devil in the Details: Towards Accurate Single and Multiple Human Parsing Tao Ruan Ting Liu Zilong Huang Yunchao Wei Shikui Wei Yao-Min Zhao Thomas Huang 32 246 0 17 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian V. Dalca MedIm 44 1,544 0 14 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 18 408 0 13 Sep 2018
Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy Stanislav Nikolov Sam Blackwell Alexei Zverovitch R. Mendes Michelle Livne ... Mustafa Suleyman T. Back Ricky A. Sharma J. Ledsam Olaf Ronneberger 11 296 0 12 Sep 2018
Efficient Road Lane Marking Detection with Deep Learning Ping-Rong Chen Shao-Yuan Lo Hsueh-Ming Hang S. Chan Jing-Jhih Lin 10 57 0 11 Sep 2018
Normalization in Training U-Net for 2D Biomedical Semantic Segmentation Xiao-Yun Zhou Guang-Zhong Yang 18 77 0 11 Sep 2018
Long-Term Occupancy Grid Prediction Using Recurrent Neural Networks M. Schreiber S. Hörmann Klaus C. J. Dietmayer 22 63 0 11 Sep 2018
Neural Rendering and Reenactment of Human Actor Videos Lingjie Liu Weipeng Xu Michael Zollhoefer Hyeongwoo Kim Florian Bernard Marc Habermann Wenping Wang Christian Theobalt 3DH DiffM 24 18 0 11 Sep 2018
Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration Jun Zhang MedIm 13 105 0 10 Sep 2018
Dual Attention Network for Scene Segmentation J. Fu Jiaheng Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 56 5,045 0 09 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 72 2,420 0 06 Sep 2018
On the Importance of Visual Context for Data Augmentation in Scene Understanding Nikita Dvornik Julien Mairal Cordelia Schmid 29 84 0 06 Sep 2018
OCNet: Object Context Network for Scene Parsing Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 25 599 0 04 Sep 2018
Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction Dipendra Kumar Misra Andrew Bennett Valts Blukis Eyvind Niklasson Max Shatkhin Yoav Artzi LM&Ro 16 186 0 04 Sep 2018
Deep Smoke Segmentation Feiniu Yuan Lin Zhang Xue Xia Boyang Wan Qinghua Huang Xuelong Li 19 101 0 04 Sep 2018
PanoRoom: From the Sphere to the 3D Layout Clara Fernandez-Labrador José M. Fácil Alejandro Pérez-Yus C. Demonceaux Jose J. Guerrero 3DPC 28 13 0 29 Aug 2018
Chest X-ray Inpainting with Deep Generative Models Ecem Sogancioglu Shi Hu Davide Belli Bram van Ginneken GAN MedIm 16 20 0 29 Aug 2018
Improved Breast Mass Segmentation in Mammograms with Conditional Residual U-net Heyi Li Dongdong Chen B. Nailon Mike Davies Dave Laurenson SSeg 16 48 0 27 Aug 2018