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
Global Wheat Head Detection (GWHD) dataset: a large and diverse dataset of high resolution RGB labelled images to develop and benchmark wheat head detection methods Etienne David S. Madec Pouria Sadeghi-Tehran H. Aasen Bangyou Zheng ... A. Hund S. Chapman F. Baret I. Stavness Wei Guo 68 206 0 25 Apr 2020
PF-cpGAN: Profile to Frontal Coupled GAN for Face Recognition in the Wild Fariborz Taherkhani Veeru Talreja J. Dawson Matthew C. Valenti Nasser M. Nasrabadi CVBM GAN 73 15 0 25 Apr 2020
Learning Gaussian Maps for Dense Object Detection Sonaal Kant 30 5 0 24 Apr 2020
A Cascaded Learning Strategy for Robust COVID-19 Pneumonia Chest X-Ray Screening Chun-Fu Yeh Hsien-Tzu Cheng Andy Wei Hsin-Ming Chen Po-Chen Kuo ... Nai-Kuan Chou Kuan-Hua Chao Yi-Chin Tu Yeun-Chung Chang Tyng-Luh Liu 42 43 0 24 Apr 2020
Self-Organized Operational Neural Networks with Generative Neurons S. Kiranyaz Junaid Malik Habib Ben Abdallah T. Ince Alexandros Iosifidis Moncef Gabbouj 52 81 0 24 Apr 2020
A Two-Stage Multiple Instance Learning Framework for the Detection of Breast Cancer in Mammograms Chandra K. Sarath A. Chakravarty N. Ghosh Tandra Sarkar Ramanathan Sethuraman Debdoot Sheet MedIm 31 11 0 24 Apr 2020
Quantifying Graft Detachment after Descemet's Membrane Endothelial Keratoplasty with Deep Convolutional Neural Networks Friso G. Heslinga M. Alberti J. Pluim J. Cabrerizo M. Veta 53 22 0 24 Apr 2020
Adversarial Attacks and Defenses: An Interpretation Perspective Ninghao Liu Mengnan Du Ruocheng Guo Huan Liu Helen Zhou AAML 59 8 0 23 Apr 2020
Conditional Variational Image Deraining Yingjun Du Jun Xu Xiantong Zhen Ming-Ming Cheng Ling Shao 71 78 0 23 Apr 2020
DAN: A Deformation-Aware Network for Consecutive Biomedical Image Interpolation Zejin Wang Guoqing Li Xi Chen Hua Han MedIm 3DH 25 1 0 23 Apr 2020
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks Narinder Singh Punn Sonali Agarwal 114 193 0 23 Apr 2020
Red-GAN: Attacking class imbalance via conditioned generation. Yet another perspective on medical image synthesis for skin lesion dermoscopy and brain tumor MRI A. Qasim Ivan Ezhov Suprosanna Shit Oliver Schoppe Johannes C. Paetzold Anjany Sekuboyina Florian Kofler Jana Lipkova Hongwei Bran Li Bjoern Menze GAN MedIm 102 55 0 22 Apr 2020
A review: Deep learning for medical image segmentation using multi-modality fusion Tongxue Zhou S. Ruan S. Canu 88 517 0 22 Apr 2020
MangaGAN: Unpaired Photo-to-Manga Translation Based on The Methodology of Manga Drawing Hao Su J. Niu Xuefeng Liu Qingfeng Li Jiahe Cui J. Wan CVBM GAN 78 34 0 22 Apr 2020
Learning Sampling and Model-Based Signal Recovery for Compressed Sensing MRI Iris A. M. Huijben Bastiaan S. Veeling Ruud J. G. van Sloun 90 33 0 22 Apr 2020
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images Deng-Ping Fan Tao Zhou Ge-Peng Ji Yi Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao 69 978 0 22 Apr 2020
Using Cell Phone Pictures of Sheet Music To Retrieve MIDI Passages T. Tsai Daniel Yang Mengyi Shan Thitaree Tanprasert Teerapat Jenrungrot 27 17 0 22 Apr 2020
M-LVC: Multiple Frames Prediction for Learned Video Compression Jianping Lin Dong Liu Houqiang Li Feng Wu 84 223 0 21 Apr 2020
SynthMorph: learning contrast-invariant registration without acquired images Malte Hoffmann Benjamin Billot Douglas N. Greve Juan Eugenio Iglesias Bruce Fischl Adrian Dalca MedIm 79 163 0 21 Apr 2020
Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast Benjamin Billot Eleanor D. Robinson Adrian Dalca Juan Eugenio Iglesias 65 36 0 21 Apr 2020
torchgpipe: On-the-fly Pipeline Parallelism for Training Giant Models Chiheon Kim Heungsub Lee Myungryong Jeong Woonhyuk Baek Boogeon Yoon Ildoo Kim Sungbin Lim Sungwoong Kim MoE AI4CE 51 54 0 21 Apr 2020
Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints Long Chen M. Strauch Dorit Merhof 64 31 0 21 Apr 2020
A CNN Framenwork Based on Line Annotations for Detecting Nematodes in Microscopic Images Long Chen M. Strauch M. Daub X. Jiang Marcus Jansen Hans-Georg Luigs Susanne Schultz-Kuhlmann S. Krüssel Dorit Merhof 14 22 0 21 Apr 2020
Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI Jinyoung Kim R. Patriat J. Kaplan Oren Solomon N. Harel 35 17 0 21 Apr 2020
The 1st Agriculture-Vision Challenge: Methods and Results M. Chiu Xingqian Xu Kai Wang Jennifer Hobbs N. Hovakimyan ... S. Innani Prasad Dutande Bhakti Baheti Sanjay Talbar Jianyu Tang 138 24 0 21 Apr 2020
MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation Yu Qiu Yun-Hai Liu Shijie Li Jing Xu 65 149 0 21 Apr 2020
A Data and Compute Efficient Design for Limited-Resources Deep Learning Mirgahney Mohamed Gabriele Cesa Taco S. Cohen Max Welling MedIm 93 18 0 21 Apr 2020
Neural Network Segmentation of Cell Ultrastructure Using Incomplete Annotation J. Francis Hongzhi Wang K. White Tanveer Syeda-Mahmood R. Stevens 35 5 0 20 Apr 2020
Self-Supervised Feature Extraction for 3D Axon Segmentation Tzofi Klinghoffer Peter Morales Young-Gyun Park Nicholas Evans Kwanghun Chung L. Brattain 3DPC 59 16 0 20 Apr 2020
Bringing Old Photos Back to Life Bo Liu Bo Zhang Dongdong Chen Peiying Zhang Dong Chen Jing Liao Fang Wen 61 206 0 20 Apr 2020
Music Gesture for Visual Sound Separation Chuang Gan Deng Huang Hang Zhao J. Tenenbaum Antonio Torralba 97 205 0 20 Apr 2020
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate Annotations Ning Zhang S. Francis R. Malik Xin Chen 3DV 22 7 0 20 Apr 2020
Pseudo-healthy synthesis with pathology disentanglement and adversarial learning Tian Xia A. Chartsias Sotirios A. Tsaftaris MedIm 58 39 0 20 Apr 2020
Unsupervised Vehicle Counting via Multiple Camera Domain Adaptation Luca Ciampi Carlos Santiago João Paulo Costeira Claudio Gennaro Giuseppe Amato 54 8 0 20 Apr 2020
Recurrent Convolutional Neural Networks help to predict location of Earthquakes Roma Kail Alexey Zaytsev Evgeny Burnaev 48 33 0 20 Apr 2020
Deep Exposure Fusion with Deghosting via Homography Estimation and Attention Learning Sheng-Yeh Chen Yung-Yu Chuang CVBM 46 25 0 20 Apr 2020
Multi-Scale Thermal to Visible Face Verification via Attribute Guided Synthesis Xing Di B. Riggan Shuowen Hu Nathan J. Short Vishal M. Patel CVBM 70 33 0 20 Apr 2020
DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks M. Ribeiro A. Rehman Sheraz Ahmed Andreas Dengel 48 76 0 19 Apr 2020
UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation Huimin Huang Lanfen Lin Ruofeng Tong Hongjie Hu Qiaowei Zhang Yutaro Iwamoto Xianhua Han Yenwei Chen Jian Wu SSeg 86 1,819 0 19 Apr 2020
Accurate Tumor Tissue Region Detection with Accelerated Deep Convolutional Neural Networks Gabriel Tjio Xulei Yang J. Hong S. T. Wong Vanessa M. Y. Ding A. Choo Yi Su MedIm 22 1 0 18 Apr 2020
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection Keren Fu Deng-Ping Fan Ge-Peng Ji Qijun Zhao 3DV 135 274 0 18 Apr 2020
Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape Priors Peri Akiva Kristin J. Dana Peter Oudemans Michael Mars 79 28 0 18 Apr 2020
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search Dazhou Guo D. Jin Zhuotun Zhu T. Ho Adam P. Harrison Chun-Hung Chao Jing Xiao Alan Yuille Chien-Yu Lin Le Lu 85 59 0 17 Apr 2020
A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy Laurens Beljaards Mohamed S. Elmahdy F. Verbeek Marius Staring 3DV 60 15 0 17 Apr 2020
Triplet Loss for Knowledge Distillation Hideki Oki Motoshi Abe J. Miyao Takio Kurita 45 15 0 17 Apr 2020
Fast Soft Color Segmentation Naofumi Akimoto Huachun Zhu Yanghua Jin Y. Aoki SSeg 138 27 0 17 Apr 2020
Generative Adversarial Networks for Video-to-Video Domain Adaptation Jiawei Chen Yuexiang Li Kai Ma Yefeng Zheng GAN VGen MedIm 61 23 0 17 Apr 2020
A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and ResNet50V2 Mohammad Rahimzadeh Abolfazl Attar 71 127 0 17 Apr 2020
Quantization Guided JPEG Artifact Correction Max Ehrlich L. Davis Ser-Nam Lim Abhinav Shrivastava 86 100 0 17 Apr 2020
Development and Interpretation of a Neural Network-Based Synthetic Radar Reflectivity Estimator Using GOES-R Satellite Observations Kyle Hilburn I. Ebert‐Uphoff S. Miller 80 52 0 16 Apr 2020