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
Enhance to Read Better: A Multi-Task Adversarial Network for Handwritten Document Image Enhancement Sana Khamekhem Jemni Mohamed Ali Souibgui Yousri Kessentini Alicia Fornés GAN 13 26 0 26 May 2021
Adversarial Attack Driven Data Augmentation for Accurate And Robust Medical Image Segmentation Mst. Tasnim Pervin Li Tao A. Huq Zuoxiang He Li Huo AAML OOD MedIm 25 9 0 25 May 2021
Review on Indoor RGB-D Semantic Segmentation with Deep Convolutional Neural Networks Sami Barchid José Mennesson Chaabane Djéraba 3DV SSeg 33 12 0 25 May 2021
CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning Manvel Avetisian I. Burenko K. Egorov V. Kokh A. Nesterov A. Nikolaev Alexander Ponomarchuk Elena Sokolova Alexander Tuzhilin Dmitry Umerenkov OOD 31 5 0 25 May 2021
DDR-Net: Dividing and Downsampling Mixed Network for Diffeomorphic Image Registration Ankita Joshi Yi Hong 22 0 0 24 May 2021
Brain tumour segmentation using a triplanar ensemble of U-Nets V. Sundaresan L. Griffanti M. Jenkinson 17 14 0 24 May 2021
What is the State of the Art of Computer Vision-Assisted Cytology? A Systematic Literature Review André Victória Matias João Gustavo Atkinson Amorim Luiz Antonio Buschetto Macarini Allan Cerentini A. S. Onofre F. Onofre Felipe Perozzo Daltoé M. Stemmer A. V. Wangenheim 30 18 0 24 May 2021
FBI-Denoiser: Fast Blind Image Denoiser for Poisson-Gaussian Noise Jaeseok Byun Sungmin Cha Taesup Moon 37 42 0 23 May 2021
Skeleton-aware multi-scale heatmap regression for 2D hand pose estimation Ikram Kourbane Yakup Genç 3DH 8 6 0 23 May 2021
VS-Net: Voting with Segmentation for Visual Localization Zhaoyang Huang Han Zhou Yijin Li Bangbang Yang Yan Xu Xiaowei Zhou Hujun Bao Guofeng Zhang Hongsheng Li 3DPC 22 43 0 23 May 2021
Weakly-supervised 3D Human Pose Estimation with Cross-view U-shaped Graph Convolutional Network Guoliang Hua Hong Liu Wenhao Li Qian Zhang Runwei Ding Xin Xu 3DH 40 31 0 23 May 2021
FCCDN: Feature Constraint Network for VHR Image Change Detection Pan Chen Danfeng Hong Zhengchao Chen Xuan S. Yang Baipeng Li Bing Zhang 45 148 0 23 May 2021
Coarse to Fine Multi-Resolution Temporal Convolutional Network Dipika Singhania R. Rahaman Angela Yao AI4TS 16 55 0 23 May 2021
Post-Radiotherapy PET Image Outcome Prediction by Deep Learning under Biological Model Guidance: A Feasibility Study of Oropharyngeal Cancer Application H. Ji Kyle J. Lafata Y. Mowery D. Brizel Andrea L. Bertozzi F. Yin Chunhao Wang MedIm 25 12 0 22 May 2021
Hyper-Convolution Networks for Biomedical Image Segmentation Tianyu Ma Adrian Dalca M. Sabuncu SSeg 36 15 0 21 May 2021
Prostate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net Julio Silva-Rodríguez Elena Payá-Bosch Gabriel García Adrián Colomer Valery Naranjo MedIm 17 8 0 21 May 2021
Driving-Signal Aware Full-Body Avatars Timur M. Bagautdinov Chenglei Wu Tomas Simon F. Prada Takaaki Shiratori S. Wei Weipeng Xu Yaser Sheikh Jason M. Saragih 3DH 21 80 0 21 May 2021
A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell Segmentation Yinglin Zhang Risa Higashita Huazhu Fu Yanwu Xu Yang Zhang Haofeng Liu Jian Zhang Jiang-Dong Liu ViT MedIm 23 51 0 21 May 2021
A Novel 3D-UNet Deep Learning Framework Based on High-Dimensional Bilateral Grid for Edge Consistent Single Image Depth Estimation Mansi Sharma Abheesht Sharma Kadvekar Rohit Tushar Avinash Panneer MDE 46 6 0 21 May 2021
Content-adaptive Representation Learning for Fast Image Super-resolution Yukai Shi Jinghui Qin SupR 26 0 0 20 May 2021
Semantic segmentation of multispectral photoacoustic images using deep learning Melanie Schellenberg Kris K. Dreher Niklas Holzwarth Fabian Isensee Annika Reinke Nicholas Schreck A. Seitel M. Tizabi Lena Maier-Hein J. Gröhl 27 32 0 20 May 2021
Localization and Control of Magnetic Suture Needles in Cluttered Surgical Site with Blood and Tissue Will Pryor Yotam Barnoy S. Raval Xiaolong Liu L. Mair D. Lerner O. Erin Gregory Hager Y. Diaz-Mercado A. Krieger 6 4 0 20 May 2021
Joint Calibrationless Reconstruction and Segmentation of Parallel MRI Aniket Pramanik Xiaodong Wu M. Jacob 3DV 21 5 0 19 May 2021
Dynamic region proposal networks for semantic segmentation in automated glaucoma screening Shivam Shah Nikhil Kasukurthi Harshit Pande 18 16 0 19 May 2021
Progressively Normalized Self-Attention Network for Video Polyp Segmentation Ge-Peng Ji Yu-Cheng Chou Deng-Ping Fan Geng Chen Huazhu Fu Debesh Jha Ling Shao ViT 28 137 0 18 May 2021
Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi OCL 43 53 0 17 May 2021
Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Kim Byeoung-su Radu Timofte Angeline Pouget Fenglong Song ... Lei Lei Chaoyu Feng L. Huang Z. Lei Feifei Chen 25 30 0 17 May 2021
BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images Yu Shen Sijie Zhu Taojiannan Yang Chong Chen D. Pan Jianyu Chen Liang Xiao Q. Du 28 68 0 16 May 2021
Omnimatte: Associating Objects and Their Effects in Video Erika Lu Forrester Cole Tali Dekel Andrew Zisserman William T. Freeman Michael Rubinstein DiffM VOS 51 52 0 14 May 2021
Grad-TTS: A Diffusion Probabilistic Model for Text-to-Speech Vadim Popov Ivan Vovk Vladimir Gogoryan Tasnima Sadekova Mikhail Kudinov DiffM 61 515 0 13 May 2021
HINet: Half Instance Normalization Network for Image Restoration Liangyu Chen Xin Lu Jie Zhang Xiaojie Chu Chengpeng Chen 22 467 0 13 May 2021
The Federated Tumor Segmentation (FeTS) Challenge Sarthak Pati Ujjwal Baid M. Zenk Brandon Edwards Micah J. Sheller ... Lena Maier-Hein Jens Kleesiek Bjoern H. Menze Klaus Maier-Hein Spyridon Bakas FedML OOD 49 74 0 12 May 2021
CT-Net: Complementary Transfering Network for Garment Transfer with Arbitrary Geometric Changes Fan Yang Guosheng Lin 27 18 0 12 May 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 83 7,463 0 11 May 2021
Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review A. Shoeibi Marjane Khodatars M. Jafari Parisa Moridian Mitra Rezaei ... Juan M Gorriz Jónathan Heras M. Panahiazar S. Nahavandi U. Acharya 32 125 0 11 May 2021
MDA-Net: Multi-Dimensional Attention-Based Neural Network for 3D Image Segmentation R. Gandhi Yi Hong 25 0 0 10 May 2021
Temporal-Spatial Feature Pyramid for Video Saliency Detection Qinyao Chang Shiping Zhu 41 27 0 10 May 2021
Improving Cost Learning for JPEG Steganography by Exploiting JPEG Domain Knowledge Weixuan Tang B. Li Mauro Barni Jin Li Jiwu Huang 17 22 0 09 May 2021
Attention-Based 3D Seismic Fault Segmentation Training by a Few 2D Slice Labels Yimin Dou Kewen Li Jianbing Zhu Xiao Li Yingjie Xi 3DPC 15 35 0 09 May 2021
Surrogate Modeling of Fluid Dynamics with a Multigrid Inspired Neural Network Architecture Q. Le C. Ooi AI4CE 27 10 0 09 May 2021
Analysis and Mitigations of Reverse Engineering Attacks on Local Feature Descriptors Deeksha Dangwal Vincent T. Lee Hyo Jin Kim Tianwei Shen M. Cowan ... Brandon Reagen Tim Sherwood Vasileios Balntas Armin Alaghi Eddy Ilg AAML 16 15 0 09 May 2021
SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks Jiapeng Tang Jiabao Lei Dan Xu Feiying Ma Kui Jia Lei Zhang 3DPC 21 74 0 08 May 2021
A Hybrid Architecture for Federated and Centralized Learning Ahmet M. Elbir Sinem Coleri Anastasios K. Papazafeiropoulos P. Kourtessis Symeon Chatzinotas FedML 18 35 0 07 May 2021
NTIRE 2021 Challenge on Perceptual Image Quality Assessment Jinjin Gu Haoming Cai Chao Dong Jimmy S. J. Ren Yu Qiao ... Sewoong Ahn Gwangjin Yoon Koki Tsubota Hiroaki Akutsu Kiyoharu Aizawa SupR 41 38 0 07 May 2021
Deep Polarization Imaging for 3D shape and SVBRDF Acquisition Valentin Deschaintre Yiming Lin A. Ghosh 24 72 0 06 May 2021
Saliency-Guided Deep Learning Network for Automatic Tumor Bed Volume Delineation in Post-operative Breast Irradiation M. Kazemimoghadam W. Chi A. Rahimi Nathan Kim P. Alluri C. Nwachukwu Wei Lu X. Gu 30 8 0 06 May 2021
Pose-Guided Sign Language Video GAN with Dynamic Lambda Christopher Kissel Christopher Kümmel Dennis Ritter Kristian Hildebrand SLR 16 6 0 06 May 2021
Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade oftwo U-nets: training and assessment on multipledatasets using different annotation criteria Francesca Lizzi Abramo Agosti F. Brero R. F. Cabini M. Fantacci ... S. Piffer I. Postuma L. Rinaldi C. Talamonti A. Retico 26 17 0 06 May 2021
Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark Longyin Wen Dawei Du Pengfei Zhu Q. Hu Qilong Wang Liefeng Bo Siwei Lyu 29 92 0 06 May 2021
MODS -- A USV-oriented object detection and obstacle segmentation benchmark Borja Bovcon Jon Muhovič Dusko Vranac Dean Mozetic J. Pers Matej Kristan VOS 30 66 0 05 May 2021