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
Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile Robots Haoyu Wang Rui Fan Yuxiang Sun Ming-Yuan Liu 90 53 0 26 Aug 2020
SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection Rui Fan Haoyu Wang Peide Cai Ming-Yuan Liu 109 152 0 26 Aug 2020
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy Wenchong He Arpan Man Sainju Zhe Jiang Da Yan 111 9 0 25 Aug 2020
Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks Qiaoying Huang Eric Z. Chen Hanchao Yu Yimo Guo Terrence Chen Dimitris N. Metaxas Shanhui Sun 64 1 0 25 Aug 2020
Think about boundary: Fusing multi-level boundary information for landmark heatmap regression Jinheng Xie Jun Wan Linlin Shen Zhihui Lai CVBM 56 3 0 25 Aug 2020
Image Colorization: A Survey and Dataset Saeed Anwar Muhammad Tahir Chongyi Li Ajmal Mian Fahad Shahbaz Khan A. W. Muzaffar VLM 82 90 0 25 Aug 2020
Channel-Directed Gradients for Optimization of Convolutional Neural Networks Dong Lao Peihao Zhu Peter Wonka G. Sundaramoorthi 96 3 0 25 Aug 2020
Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model Inference Xiaohong Liu Kangdi Shi Zhe Wang Jun Chen SupR 101 31 0 24 Aug 2020
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation Jianbo Liu Junjun He Jiawei Zhang Jimmy S. J. Ren Hongsheng Li SSeg 100 50 0 24 Aug 2020
CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation Jiahua Dong Yang Cong Gan Sun Yuyang Liu Xiaowei Xu 86 42 0 24 Aug 2020
Monocular Reconstruction of Neural Face Reflectance Fields R. MallikarjunB. A. Tewari Tae-Hyun Oh Tim Weyrich Bernd Bickel Hans-Peter Seidel Hanspeter Pfister Wojciech Matusik Mohamed A. Elgharib Christian Theobalt CVBM 3DH 69 28 0 24 Aug 2020
AMRConvNet: AMR-Coded Speech Enhancement Using Convolutional Neural Networks Joshua Jose Williard 20 2 0 24 Aug 2020
Symbolic Semantic Segmentation and Interpretation of COVID-19 Lung Infections in Chest CT volumes based on Emergent Languages Aritra Chowdhury Alberto Santamaria-Pang James R. Kubricht Jianwei Qiu Peter Tu MedIm 77 6 0 22 Aug 2020
A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability Yi Zhou Boyang Wang Lei Huang Shanshan Cui Ling Shao 68 148 0 22 Aug 2020
A persistent homology-based topological loss function for multi-class CNN segmentation of cardiac MRI Nicholas Byrne J. Clough Giovanni Montana A. King 50 27 0 21 Aug 2020
INSIDE: Steering Spatial Attention with Non-Imaging Information in CNNs Grzegorz Jacenków Alison Q. OÑeil Brian Mohr Sotirios A. Tsaftaris 60 9 0 21 Aug 2020
Learning Camera-Aware Noise Models Kelvin Chang Ren Wang Hung-Jin Lin Yu-Lun Liu Chia-Ping Chen Yu-Lin Chang Hwann-Tzong Chen 79 49 0 21 Aug 2020
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019 Zhang Li Jiehua Zhang T. Tan Xichao Teng Xiaoliang Sun ... P. Schüffler Qifeng Yu Hui Chen Yuling Tang G. Litjens 56 90 0 21 Aug 2020
SSGP: Sparse Spatial Guided Propagation for Robust and Generic Interpolation René Schuster Oliver Wasenmüller C. Unger D. Stricker 50 24 0 21 Aug 2020
Occupancy Anticipation for Efficient Exploration and Navigation Santhosh Kumar Ramakrishnan Ziad Al-Halah Kristen Grauman EgoV 3DPC 97 167 0 21 Aug 2020
Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded Platform Shijie Li Xieyuanli Chen Yun-Hai Liu Dengxin Dai C. Stachniss Juergen Gall 3DPC 91 82 0 20 Aug 2020
Generative View Synthesis: From Single-view Semantics to Novel-view Images T. Habtegebrial Varun Jampani Orazio Gallo D. Stricker 78 16 0 20 Aug 2020
TRU-NET: A Deep Learning Approach to High Resolution Prediction of Rainfall Rilwan A. Adewoyin P. Dueben P. Watson Yulan He Ritabrata Dutta AI4CE 54 70 0 20 Aug 2020
Utilizing Explainable AI for Quantization and Pruning of Deep Neural Networks Muhammad Sabih Frank Hannig J. Teich MQ 113 25 0 20 Aug 2020
Co-Saliency Detection with Co-Attention Fully Convolutional Network Guangshuai Gao Wenting Zhao Qingjie Liu Yunhong Wang 60 26 0 20 Aug 2020
Inner Cell Mass and Trophectoderm Segmentation in Human Blastocyst Images using Deep Neural Network Md Yousuf Harun Thomas T F Huang A. Ohta 46 7 0 19 Aug 2020
Image Segmentation of Zona-Ablated Human Blastocysts Md Yousuf Harun M. A. Rahman Joshua Mellinger Willy Chang Thomas T F Huang B. Walker Kristen Hori A. Ohta 24 4 0 19 Aug 2020
Slide-free MUSE Microscopy to H&E Histology Modality Conversion via Unpaired Image-to-Image Translation GAN Models Tanishq Mathew Abraham A. Shaw Daniel O’Connor A. Todd R. Levenson MedIm 8 10 0 19 Aug 2020
Anchor-free Small-scale Multispectral Pedestrian Detection Alexander Wolpert Michael Teutsch M. Sarfraz Rainer Stiefelhagen ObjD 34 30 0 19 Aug 2020
Improving Blind Spot Denoising for Microscopy A. Goncharova A. Honigmann Florian Jug Alexander Krull 77 26 0 19 Aug 2020
Deep Volumetric Ambient Occlusion Dominik Engel Timo Ropinski 77 22 0 19 Aug 2020
DONet: Dual Objective Networks for Skin Lesion Segmentation Yaxiong Wang Yunchao Wei Xueming Qian Li Zhu Yi Yang MedIm 52 6 0 19 Aug 2020
Face Anti-Spoofing Via Disentangled Representation Learning Ke-Yue Zhang Taiping Yao Jian Zhang Ying Tai Shouhong Ding Jilin Li Feiyue Huang Haichuan Song Lizhuang Ma CVBM 72 126 0 19 Aug 2020
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data Meng Ye Qiaoying Huang Dong Yang Pengxiang Wu Jingru Yi L. Axel Dimitris N. Metaxas 3DPC 85 17 0 18 Aug 2020
Compute, Time and Energy Characterization of Encoder-Decoder Networks with Automatic Mixed Precision Training S. Samsi Michael Jones Mark S. Veillette AI4CE 91 4 0 18 Aug 2020
Visibility-aware Multi-view Stereo Network Jingyang Zhang Yao Yao Shiwei Li Zixin Luo Tian Fang 3DV 74 152 0 18 Aug 2020
Person image generation with semantic attention network for person re-identification Meichen Liu Ke-jun Wang Juihang Ji Shiping Ge GAN 39 2 0 18 Aug 2020
Self-supervised Sparse to Dense Motion Segmentation Amirhossein Kardoost Kalun Ho Peter Ochs Margret Keuper VOS 39 5 0 18 Aug 2020
Fully automated deep learning based segmentation of normal, infarcted and edema regions from multiple cardiac MRI sequences Xiaoran Zhang M. Noga K. Punithakumar 97 13 0 18 Aug 2020
UDC 2020 Challenge on Image Restoration of Under-Display Camera: Methods and Results Yuqian Zhou Michael Kwan Kyle Tolentino N. Emerton Sehoon Lim ... L. Po Dahai Yu Yasar Abbas Ur Rehman Yiqun Li Lianping Xing 50 36 0 18 Aug 2020
Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical Imaging Pulkit Khandelwal Paul Yushkevich OOD 108 38 0 18 Aug 2020
Deep Learning Based Source Separation Applied To Choir Ensembles Darius Petermann Pritish Chandna Helena Cuesta J. Bonada E. Gómez 83 23 0 17 Aug 2020
Siloed Federated Learning for Multi-Centric Histopathology Datasets M. Andreux Jean Ogier du Terrail C. Béguier Eric W. Tramel FedML OOD AI4CE 84 116 0 17 Aug 2020
Improving Emergency Response during Hurricane Season using Computer Vision Marc Bosch Christian Conroy Ben Ortiz P. Bogden 15 7 0 17 Aug 2020
Self-Supervised Learning for Monocular Depth Estimation from Aerial Imagery M. Hermann Boitumelo Ruf M. Weinmann Stefan Hinz SSL MDE 147 11 0 17 Aug 2020
Multi-organ Segmentation via Co-training Weight-averaged Models from Few-organ Datasets Rui Huang Yuanjie Zheng Zhiqiang Hu Shaoting Zhang Hongsheng Li 73 54 0 17 Aug 2020
Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs Seowoo Jang Soyoung Yoo Namwoo Kang AI4CE 101 74 0 17 Aug 2020
Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors Jingru Yi Pengxiang Wu Bo Liu Qiaoying Huang Hui Qu Dimitris N. Metaxas 70 242 0 17 Aug 2020
Spontaneous preterm birth prediction using convolutional neural networks T. Włodarczyk Szymon Płotka Przemyslaw Rokita Nicole Sochacki-Wójcicka J. Wójcicki M. Lipa Tomasz Trzciñski 23 19 0 16 Aug 2020
Context-aware Feature Generation for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM 149 140 0 16 Aug 2020