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
CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic Segmentation Ange Lou Murray H. Loew SSeg 33 60 0 22 Mar 2021
Energy Disaggregation using Variational Autoencoders A. Langevin M. Carbonneau M. Cheriet G. Gagnon DRL 16 56 0 22 Mar 2021
Leveraging Spatial and Photometric Context for Calibrated Non-Lambertian Photometric Stereo David Honzátko Engin Turetken Pascal Fua L. A. Dunbar 3DV 33 13 0 22 Mar 2021
Deep learning on fundus images detects glaucoma beyond the optic disc Ruben Hemelings B. Elen J. Barbosa-Breda Matthew B. Blaschko P. Boever Ingeborg Stalmans MedIm 28 59 0 22 Mar 2021
Predicting brain-age from raw T 1 -weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks L. Fisch J. Ernsting N. Winter V. Holstein Ramona Leenings ... T. Kircher Benjamin Risse U. Dannlowski Klaus Berger Tim Hahn MedIm 35 12 0 22 Mar 2021
Unsupervised Two-Stage Anomaly Detection Yunfei Liu Chaoqun Zhuang Feng Lu 39 29 0 22 Mar 2021
Scatter Correction in X-ray CT by Physics-Inspired Deep Learning Berk Iskender Y. Bresler OOD 11 4 0 21 Mar 2021
A novel multimodal fusion network based on a joint coding model for lane line segmentation Zhenhong Zou Xuzhi Zhang Huaping Liu Zhiwei Li Amir Hussain Jun Li 26 21 0 20 Mar 2021
Deep Label Fusion: A 3D End-to-End Hybrid Multi-Atlas Segmentation and Deep Learning Pipeline L. Xie L. Wisse Jiancong Wang S. Ravikumar T. Glenn A. Luther Sydney A. Lim David A. Wolk Paul Yushkevich 23 2 0 19 Mar 2021
Transferable Model for Shape Optimization subject to Physical Constraints Lukas Harsch Johannes Burgbacher S. Riedelbauch AI4CE 24 1 0 19 Mar 2021
Generalizing Object-Centric Task-Axes Controllers using Keypoints Mohit Sharma Oliver Kroemer 22 5 0 18 Mar 2021
UNETR: Transformers for 3D Medical Image Segmentation Ali Hatamizadeh Yucheng Tang Vishwesh Nath Dong Yang Andriy Myronenko Bennett Landman H. Roth Daguang Xu ViT MedIm 95 1,535 0 18 Mar 2021
Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI Reza Shirkavand Sana Ayromlou Soroush Farghadani M. Tahaei Fattane Pourakpour Bahareh Siahlou Z. Khodakarami M. Rohban M. Fatehi Hamid R. Rabiee 33 1 0 18 Mar 2021
Topology-Aware Segmentation Using Discrete Morse Theory Xiaoling Hu Yusu Wang Fuxin Li Dimitris Samaras Chao Chen 29 88 0 18 Mar 2021
Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery Caleb Robinson Anthony Ortiz J. L. Ferres Brandon R. Anderson Daniel E. Ho 21 9 0 17 Mar 2021
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning Yunbo Wang Haixu Wu Jianjin Zhang Zhifeng Gao Jianmin Wang Philip S. Yu Mingsheng Long 19 378 0 17 Mar 2021
You Only Look One-level Feature Qiang Chen Yingming Wang Tong Yang Xinming Zhang Jian Cheng Jian Sun ObjD 32 517 0 17 Mar 2021
The impact of data volume on performance of deep learning based building rooftop extraction using very high spatial resolution aerial images Hongjie He Ke Yang Yuwei Cai Zijian Jiang Qiutong Yu ... Hongzhang Xu Siyu Li K. Gao Linlin Xu Jonathan Li 9 0 0 16 Mar 2021
A survey of deep neural network watermarking techniques Yue Li Hongxia Wang Mauro Barni 34 141 0 16 Mar 2021
Design and Development of Autonomous Delivery Robot Aniket Gujarathi Akshay Ravindra Kulkarni Unmesh Patil Y. Phalak Rajeshree Deotalu Aman Jain Navid Panchi A. Dhabale Shital S. Chiddarwar 33 4 0 16 Mar 2021
Monocular Multi-Layer Layout Estimation for Warehouse Racks Meher Shashwat Nigam Avinash Prabhu Anurag Sahu Puru Gupta Tanvi Karandikar N. S. Shankar Ravi Kiran Sarvadevabhatla K. M. Krishna 27 1 0 16 Mar 2021
Map completion from partial observation using the global structure of multiple environmental maps Y. Katsumata Akinori Kanechika Akira Taniguchi Lotfi El Hafi Y. Hagiwara T. Taniguchi 25 11 0 16 Mar 2021
Missing Cone Artifacts Removal in ODT using Unsupervised Deep Learning in Projection Domain Hyungjin Chung Jaeyoung Huh Geon Kim Y. Park Jong Chul Ye 62 14 0 16 Mar 2021
Towards Indirect Top-Down Road Transport Emissions Estimation R. Mukherjee Derek M. Rollend Gordon A. Christie Armin Hadzic Sally Matson Anshu Saksena Marisa Hughes 25 7 0 16 Mar 2021
Deep Learning for Chest X-ray Analysis: A Survey Ecem Sogancioglu E. Çallı Bram van Ginneken K. G. V. Leeuwen K. Murphy LM&MA 24 316 0 15 Mar 2021
Interpretability of a Deep Learning Model in the Application of Cardiac MRI Segmentation with an ACDC Challenge Dataset Adrianna Janik J. Dodd Georgiana Ifrim Kris Sankaran Kathleen M. Curran 33 26 0 15 Mar 2021
Deep Consensus Learning Wei Sun Tianfu Wu 32 2 0 15 Mar 2021
Beyond Image to Depth: Improving Depth Prediction using Echoes Kranti K. Parida Siddharth Srivastava Gaurav Sharma MDE 45 37 0 15 Mar 2021
Refer-it-in-RGBD: A Bottom-up Approach for 3D Visual Grounding in RGBD Images Haolin Liu Anran Lin Xiaoguang Han Lei Yang Yizhou Yu Shuguang Cui 27 40 0 14 Mar 2021
NeuralHumanFVV: Real-Time Neural Volumetric Human Performance Rendering using RGB Cameras Xin Suo Yuheng Jiang Pei-Ying Lin Yingliang Zhang Kaiwen Guo Minye Wu Lan Xu 3DH 23 47 0 13 Mar 2021
Learning Defense Transformers for Counterattacking Adversarial Examples Jincheng Li Jingyun Liang Yifan Zhang Jian Chen Mingkui Tan AAML 37 2 0 13 Mar 2021
3D Semantic Scene Completion: a Survey Luis Roldão Raoul de Charette Anne Verroust-Blondet 3DV 28 92 0 12 Mar 2021
Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging Tao Huang W. Dong Xin Yuan Jinjian Wu Guangming Shi 28 129 0 12 Mar 2021
UIEC^2-Net: CNN-based Underwater Image Enhancement Using Two Color Space Yudong Wang Jichang Guo Huan-ang Gao Huihui Yue 30 240 0 12 Mar 2021
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion Shi Qiu Saeed Anwar Nick Barnes 3DPC 28 203 0 12 Mar 2021
Diverse Semantic Image Synthesis via Probability Distribution Modeling Zhentao Tan Menglei Chai Dongdong Chen Jing Liao Qi Chu B. Liu G. Hua Nenghai Yu DiffM 39 63 0 11 Mar 2021
Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization Aysim Toker Qunjie Zhou Maxim Maximov Laura Leal-Taixé 24 145 0 11 Mar 2021
Time-Ordered Recent Event (TORE) Volumes for Event Cameras R. W. Baldwin Ruixu Liu Mohammed Almatrafi V. Asari Keigo Hirakawa AI4TS 25 108 0 10 Mar 2021
U-Net Transformer: Self and Cross Attention for Medical Image Segmentation Olivier Petit Nicolas Thome Clément Rambour L. Soler ViT MedIm 35 237 0 10 Mar 2021
AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing Qi Song Kangfu Mei Rui Huang SSeg 34 73 0 10 Mar 2021
Multitask 3D CBCT-to-CT Translation and Organs-at-Risk Segmentation Using Physics-Based Data Augmentation N. Dahiya S. Alam Pengpeng Zhang Si-Yuan Zhang A. Yezzi Saad Nadeem 24 29 0 09 Mar 2021
Capturing Omni-Range Context for Omnidirectional Segmentation Kailun Yang Jiaming Zhang Simon Reiß Xinxin Hu Rainer Stiefelhagen 27 71 0 09 Mar 2021
ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis Yinan He Bei Gan Siyu Chen Yichun Zhou Guojun Yin Luchuan Song Lu Sheng Jing Shao Ziwei Liu AAML 35 130 0 09 Mar 2021
Deep and Statistical Learning in Biomedical Imaging: State of the Art in 3D MRI Brain Tumor Segmentation K. R. M. Fernando Cris P Tsokos 31 53 0 09 Mar 2021
Deep Model Intellectual Property Protection via Deep Watermarking Jie Zhang Dongdong Chen Jing Liao Weiming Zhang Huamin Feng G. Hua Nenghai Yu 30 106 0 08 Mar 2021
Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation Yichi Zhang Jicong Zhang SSL 36 38 0 08 Mar 2021
Unsupervised Object-Based Transition Models for 3D Partially Observable Environments Antonia Creswell Rishabh Kabra Christopher P. Burgess Murray Shanahan OCL 30 29 0 08 Mar 2021
Improving Global Adversarial Robustness Generalization With Adversarially Trained GAN Desheng Wang Wei-dong Jin Yunpu Wu Aamir Khan GAN 36 8 0 08 Mar 2021
Fully Convolutional Geometric Features for Category-level Object Alignment Qiaojun Feng Nikolay Atanasov 3DPC 27 10 0 08 Mar 2021
Repurposing GANs for One-shot Semantic Part Segmentation Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 44 108 0 07 Mar 2021