U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

Papers citing "U-Net: Convolutional Networks for Biomedical Image Segmentation"

50 / 13,091 papers shown

Title
Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data F. Huot R. Hu M. Ihme Qing Wang J. Burge Tianjian Lu Jason Hickey Yi-Fan Chen John R. Anderson 97 20 0 15 Oct 2020
Viewmaker Networks: Learning Views for Unsupervised Representation Learning Alex Tamkin Mike Wu Noah D. Goodman SSL 131 64 0 14 Oct 2020
Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation E. Chiou F. Giganti S. Punwani Iasonas Kokkinos Eleftheria Panagiotaki OOD MedIm 51 24 0 14 Oct 2020
Deep Learning in Ultrasound Elastography Imaging Hongliang Li Manish Bhatt Zhen Qu Shiming Zhang Martin C. Hartel A. Khademhosseini G. Cloutier 24 0 0 14 Oct 2020
WeightAlign: Normalizing Activations by Weight Alignment Xiangwei Shi Yun-qiang Li X. Liu Jan van Gemert 41 0 0 14 Oct 2020
3D Segmentation Networks for Excessive Numbers of Classes: Distinct Bone Segmentation in Upper Bodies Eva Schnider Antal Huck-Horváth G. Rauter A. Zam M. Müller-Gerbl Philippe C. Cattin 45 10 0 14 Oct 2020
Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture D. Bouget André Pedersen Sayied Abdol Mohieb Hosainey J. Vanel O. Solheim Ingerid Reinertsen 55 15 0 14 Oct 2020
Practical Deep Raw Image Denoising on Mobile Devices Yuzhi Wang Haibin Huang Qin Xu Jiaming Liu Yiqun Liu Jue Wang 98 109 0 14 Oct 2020
PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training An Tran Ali Zonoozi Jagannadan Varadarajan Hannes Kruppa SSeg 65 14 0 14 Oct 2020
Automotive Radar Interference Mitigation with Unfolded Robust PCA based on Residual Overcomplete Auto-Encoder Blocks Nicolae-Cuatualin Ristea Andrei Anghel Radu Tudor Ionescu Yonina C. Eldar 58 3 0 14 Oct 2020
Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning Zijue Chen David Ting Rhys Newbury Chao Chen 38 61 0 14 Oct 2020
Cross-Domain Few-Shot Learning by Representation Fusion Thomas Adler Johannes Brandstetter Michael Widrich Andreas Mayr David P. Kreil Michael K Kopp Günter Klambauer Sepp Hochreiter OOD 101 45 0 13 Oct 2020
Procedural 3D Terrain Generation using Generative Adversarial Networks E. Panagiotou E. Charou GAN 19 4 0 13 Oct 2020
LM-Reloc: Levenberg-Marquardt Based Direct Visual Relocalization Lukas von Stumberg Patrick Wenzel Nan Yang Daniel Cremers 63 34 0 13 Oct 2020
TM-NET: Deep Generative Networks for Textured Meshes Lin Gao Tong Wu Yu-Jie Yuan Ming Lin Yu-kun Lai Hao Zhang GAN 78 19 0 13 Oct 2020
DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets Shujun Wang Lequan Yu Kang Li Xin Yang Chi-Wing Fu Pheng-Ann Heng 81 138 0 13 Oct 2020
Visual Security Evaluation of Learnable Image Encryption Methods against Ciphertext-only Attacks Warit Sirichotedumrong Hitoshi Kiya AAML 34 9 0 13 Oct 2020
Bridging 2D and 3D Segmentation Networks for Computation Efficient Volumetric Medical Image Segmentation: An Empirical Study of 2.5D Solutions Yichi Zhang Qingcheng Liao Leiting Ding Jicong Zhang 3DV 141 85 0 13 Oct 2020
Checkerboard-Artifact-Free Image-Enhancement Network Considering Local and Global Features Yuma Kinoshita Hitoshi Kiya 35 4 0 13 Oct 2020
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy Sharib Ali Mariia Dmitrieva N. Ghatwary Sophia Bano Gorkem Polat ... Terry Tran-Nguyen A. Bailey B. Braden J. East J. Rittscher 54 10 0 12 Oct 2020
Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI T. Mathai Yi Wang N. Cross MedIm 32 2 0 12 Oct 2020
Fully Automatic Wound Segmentation with Deep Convolutional Neural Networks Chuanbo Wang D. Anisuzzaman Victor Williamson M. K. Dhar Behrouz Rostami J. Niezgoda Sandeep Gopalakrishnan Zeyun Yu 51 156 0 12 Oct 2020
End-to-End Deep Learning for Reliable Cardiac Activity Monitoring using Seismocardiograms P. Suresh Naveen Narayanan Chakilam Vijay Pranav Vineeth Vijayaraghavan 13 12 0 12 Oct 2020
Omni-Directional Image Generation from Single Snapshot Image K. Okubo Takao Yamanaka VLM VGen 40 4 0 12 Oct 2020
Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection Nian Liu Ni Zhang Ling Shao Junwei Han 97 99 0 12 Oct 2020
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement Peri Akiva Matthew Purri Kristin J. Dana B. Tellman Tyler Anderson 98 26 0 11 Oct 2020
Efficient Long-Range Convolutions for Point Clouds Yifan Peng Lin Lin Lexing Ying Leonardo Zepeda-Núnez 3DPC 42 8 0 11 Oct 2020
Generalized Few-shot Semantic Segmentation Zhuotao Tian Xin Lai Li Jiang Shu Liu Michelle Shu Hengshuang Zhao Jiaya Jia VLM 73 82 0 11 Oct 2020
Contrastive Rendering for Ultrasound Image Segmentation Haoming Li Xin Yang Jiamin Liang Wenlong Shi Chaoyu Chen ... Xiaowen Liang Ruobing Huang Alejandro Frangi Zhiyi Chen Dong Ni 47 10 0 10 Oct 2020
Selective Information Passing for MR/CT Image Segmentation Qikui Zhu Liang Li Jiangnan Hao Y. Zha Yan Zhang Yanxiang Cheng Fei Liao Pingxiang Li MedIm 53 6 0 10 Oct 2020
Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate Keval Doshi Y. Yilmaz 404 93 0 10 Oct 2020
Deep Active Learning for Joint Classification & Segmentation with Weak Annotator Soufiane Belharbi Ismail Ben Ayed Luke McCaffrey Eric Granger VLM 82 30 0 10 Oct 2020
PathoNet: Deep learning assisted evaluation of Ki-67 and tumor infiltrating lymphocytes (TILs) as prognostic factors in breast cancer; A large dataset and baseline Farzin Negahbani Rasool Sabzi Bita Pakniyat Jahromi F. Movahedi Mahsa Kohandel Shirazi Shayan Majidi Dena Firouzabadi Amirreza Dehganian 62 1 0 09 Oct 2020
Attaining Real-Time Super-Resolution for Microscopic Images Using GAN V. Bhatia Y. Kumar 24 5 0 09 Oct 2020
Rethinking the Extraction and Interaction of Multi-Scale Features for Vessel Segmentation Yicheng Wu Changzai Pan Shuqi Wang Ming Zhang Yong-quan Xia Yizhou Yu 39 2 0 09 Oct 2020
Fast Fourier Transformation for Optimizing Convolutional Neural Networks in Object Recognition Varsha Nair Moitrayee Chatterjee Neda Tavakoli A. Namin Craig Snoeyink 30 12 0 08 Oct 2020
Deep SVBRDF Estimation on Real Materials L. Asselin D. Laurendeau Jean-François Lalonde 79 27 0 08 Oct 2020
Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression H. Raja Taimur Hassan M. Akram Naoufel Werghi 77 38 0 08 Oct 2020
Deep Tiered Image Segmentation For Detecting Internal Ice Layers in Radar Imagery Yuchen Wang Mingze Xu John Paden L. Koenig Geoffrey C. Fox David J. Crandall 34 8 0 08 Oct 2020
pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis Alain Jungo Olivier Scheidegger Mauricio Reyes F. Balsiger 63 39 0 07 Oct 2020
Filtering in tractography using autoencoders (FINTA) Jon Haitz Legarreta Laurent Petit F. Rheault Guillaume Theaud Carl Lemaire Maxime Descoteaux Pierre-Marc Jodoin 70 35 0 07 Oct 2020
Unconstrained Text Detection in Manga Julián Del Gobbo Rosana Matuk Herrera 48 8 0 07 Oct 2020
Automatic Data Augmentation for 3D Medical Image Segmentation Ju Xu Mengzhang Li Zhanxing Zhu MedIm 59 73 0 07 Oct 2020
A Brief Review of Domain Adaptation Abolfazl Farahani Sahar Voghoei Khaled Rasheed H. Arabnia OOD 81 550 0 07 Oct 2020
VoiceGrad: Non-Parallel Any-to-Many Voice Conversion with Annealed Langevin Dynamics Hirokazu Kameoka Takuhiro Kaneko Kou Tanaka Nobukatsu Hojo Shogo Seki DiffM 124 21 0 06 Oct 2020
RANDGAN: Randomized Generative Adversarial Network for Detection of COVID-19 in Chest X-ray Saman Motamed Patrik Rogalla Farzad Khalvati OOD MedIm 77 65 0 06 Oct 2020
Policy learning in SE(3) action spaces Dian Wang Colin Kohler Robert Platt 78 24 0 06 Oct 2020
Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images H. Uzunova J. Ehrhardt Heinz Handels MedIm 70 45 0 06 Oct 2020
OCT-GAN: Single Step Shadow and Noise Removal from Optical Coherence Tomography Images of the Human Optic Nerve Head Haris Cheong S. Devalla Thanadet Chuangsuwanich T. A. Tun Xiaofei Wang ... L. Schmetterer M. Buist C. Boote Alexandre Hoang Thiery M. Girard 117 22 0 06 Oct 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 334 7,525 0 06 Oct 2020