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
Deep Learning based Segmentation of Fish in Noisy Forward Looking MBES Images J. H. Christensen L. V. Mogensen Ole Ravn 46 17 0 16 Jun 2020
RL-CycleGAN: Reinforcement Learning Aware Simulation-To-Real Kanishka Rao Chris Harris A. Irpan Sergey Levine Julian Ibarz Mohi Khansari 130 191 0 16 Jun 2020
Federated Survival Analysis with Discrete-Time Cox Models M. Andreux Andre Manoel Romuald Menuet C. Saillard C. Simpson FedML 102 40 0 16 Jun 2020
Cardiac Segmentation with Strong Anatomical Guarantees Nathan Painchaud Youssef Skandarani Thierry Judge Olivier Bernard A. Lalande Pierre-Marc Jodoin 69 101 0 15 Jun 2020
Total Deep Variation: A Stable Regularizer for Inverse Problems Erich Kobler Alexander Effland K. Kunisch Thomas Pock MedIm 82 19 0 15 Jun 2020
Sky Optimization: Semantically aware image processing of skies in low-light photography O. Liba Longqi Cai Yun-Ta Tsai Elad Eban Yair Movshovitz-Attias Yael Pritch Huizhong Chen Jonathan T. Barron 30 15 0 15 Jun 2020
Multiscale Deep Equilibrium Models Shaojie Bai V. Koltun J. Zico Kolter BDL 96 212 0 15 Jun 2020
Pixel Invisibility: Detecting Objects Invisible in Color Images Yongxin Wang D. Wijesekera 18 2 0 15 Jun 2020
Solos: A Dataset for Audio-Visual Music Analysis Juan F. Montesinos Olga Slizovskaia G. Haro 60 11 0 14 Jun 2020
3D Reconstruction of Novel Object Shapes from Single Images Anh Thai Stefan Stojanov V. Upadhya James M. Rehg 3DV 197 30 0 14 Jun 2020
A generative adversarial network approach to (ensemble) weather prediction Alexander Bihlo AI4Cl 76 81 0 13 Jun 2020
RoadNet-RT: High Throughput CNN Architecture and SoC Design for Real-Time Road Segmentation Lin Bai Yecheng Lyu Xinming Huang AI4TS 161 26 0 13 Jun 2020
PraNet: Parallel Reverse Attention Network for Polyp Segmentation Deng-Ping Fan Ge-Peng Ji Tao Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao ODL 245 1,185 0 13 Jun 2020
Semantic-driven Colorization Man M. Ho Lu Zhang A. Raake Jinjia Zhou DiffM 141 3 0 13 Jun 2020
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold Mohamed Yousef Tom E. Bishop AI4TS 94 82 0 12 Jun 2020
Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participants Taro Langner Andreas Östling Lukas Maldonis Albin Karlsson Daniel Olmo ... Andreas Wallin Lowe Lundin Robin Strand H. Ahlström J. Kullberg 44 25 0 12 Jun 2020
Multigrid-in-Channels Architectures for Wide Convolutional Neural Networks Jonathan Ephrath Lars Ruthotto Eran Treister 48 1 0 11 Jun 2020
Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation Jonas Teuwen N. Moriakov C. Fedon M. Caballo I. Reiser Pedrag Bakic E. García Oliver Díaz K. Michielsen I. Sechopoulos 40 31 0 11 Jun 2020
Design Considerations for High Impact, Automated Echocardiogram Analysis Wiebke Toussaint Dave Van Veen C. Irwin Yoni Nachmany M. Barreiro-Pérez ... P. Sánchez A. Sánchez-Puente Jesús Sampedro-Gómez P. Dorado-Díaz Víctor Vicente-Palacios 50 4 0 11 Jun 2020
Image Deconvolution via Noise-Tolerant Self-Supervised Inversion H. Kobayashi A. Solak Joshua D. Batson Loic A. Royer 106 14 0 11 Jun 2020
Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty Miguel A. B. Monteiro Loic Le Folgoc Daniel Coelho De Castro Nick Pawlowski Bernardo Marques Konstantinos Kamnitsas Mark van der Wilk Ben Glocker UQCV BDL 51 115 0 10 Jun 2020
Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection Gonzalo Mateo-García Valero Laparra Dan López-Puigdollers L. Gómez-Chova 71 24 0 10 Jun 2020
A systematic review on the role of artificial intelligence in sonographic diagnosis of thyroid cancer: Past, present and future F. Abdolali Atefeh Shahroudnejad A. Hareendranathan Jacob L. Jaremko M. Noga K. Punithakumar 33 9 0 10 Jun 2020
Learning the geometry of wave-based imaging K. Kothari Maarten V. de Hoop Ivan Dokmanić AI4CE 70 8 0 10 Jun 2020
Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation Dong Yang H. Roth Ziyue Xu Fausto Milletari Ling Zhang Daguang Xu 73 47 0 10 Jun 2020
Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis Lazhar Khelifi M. Mignotte 91 265 0 10 Jun 2020
CNN-Based Semantic Change Detection in Satellite Imagery A. Gupta Elisabeth Welburn Simon Watson Hujun Yin 43 7 0 10 Jun 2020
Exploring Quality and Generalizability in Parameterized Neural Audio Effects William Mitchell Scott H. Hawley 25 4 0 10 Jun 2020
Syn2Real Transfer Learning for Image Deraining using Gaussian Processes R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 128 178 0 10 Jun 2020
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment A. Gupta Simon Watson Hujun Yin 94 56 0 10 Jun 2020
Probably Approximately Correct Constrained Learning Luiz F. O. Chamon Alejandro Ribeiro 78 42 0 09 Jun 2020
Adversarial Infidelity Learning for Model Interpretation Jian Liang Bing Bai Yuren Cao Kun Bai Fei Wang AAML 103 18 0 09 Jun 2020
ComboNet: Combined 2D & 3D Architecture for Aorta Segmentation Orhan Akal Zhigang Peng G. Hermosillo 3DV 3DPC 37 4 0 09 Jun 2020
A Review of Automated Diagnosis of COVID-19 Based on Scanning Images Delong Chen Shunhui Ji Fan Liu Zewen Li Xinyu Zhou MedIm 94 11 0 09 Jun 2020
Multi-spectral Facial Landmark Detection Jin Keong Xingbo Dong Zhe Jin Khawla Mallat J. Dugelay CVBM 19 6 0 09 Jun 2020
Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping Naoto Yokoya Kazuki Yamanoi Wei He Gerald Baier B. Adriano H. Miura S. Oishi AI4CE 86 1 0 09 Jun 2020
Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT Jinkui Hao Huazhu Fu Yanwu Xu Yan Hu Fei Li Xiulan Zhang Jiang-Dong Liu Yitian Zhao 45 6 0 09 Jun 2020
Orientation Attentive Robotic Grasp Synthesis with Augmented Grasp Map Representation Georgia Chalvatzaki N. Gkanatsios Petros Maragos Jan Peters 37 7 0 09 Jun 2020
High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Glioma Segmentation M. Hamghalam Baiying Lei Tianfu Wang MedIm 48 22 0 09 Jun 2020
Deep learning to estimate the physical proportion of infected region of lung for COVID-19 pneumonia with CT image set Wei Wu Yu Shi Xukun Li Yukun Zhou Peng Du Shuangzhi Lv T. Liang J. Sheng 96 6 0 09 Jun 2020
Object Segmentation Without Labels with Large-Scale Generative Models A. Voynov S. Morozov Artem Babenko SSL OCL VLM 107 61 0 08 Jun 2020
A Self-supervised Approach for Adversarial Robustness Muzammal Naseer Salman Khan Munawar Hayat Fahad Shahbaz Khan Fatih Porikli AAML 89 261 0 08 Jun 2020
Reposing Humans by Warping 3D Features Markus Knoche István Sárándi Bastian Leibe 3DH 66 21 0 08 Jun 2020
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations Jeya Maria Jose Valanarasu Vishwanath A. Sindagi Ilker Hacihaliloglu Vishal M. Patel SSeg 82 159 0 08 Jun 2020
A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images Abtin Riasatian Maral Rasoolijaberi Morteza Babaie H. R. Tizhoosh 47 8 0 08 Jun 2020
BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset A. Signoroni Mattia Savardi Sergio Benini Nicola Adami R. Leonardi ... F. Vaccher M. Ravanelli A. Borghesi R. Maroldi D. Farina 92 37 0 08 Jun 2020
Novel Adaptive Binary Search Strategy-First Hybrid Pyramid- and Clustering-Based CNN Filter Pruning Method without Parameters Setting K. Chung Yu-Lun Chang Bo-Wei Tsai 27 0 0 08 Jun 2020
Photoacoustic Microscopy with Sparse Data Enabled by Convolutional Neural Networks for Fast Imaging Jiasheng Zhou Da He Xiaoyu Shang Zhendong Guo Sung-Liang Chen Jiajia Luo 24 5 0 08 Jun 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study Biao Gao Yancheng Pan Chengkun Li Sibo Geng Huijing Zhao 3DPC 130 25 0 08 Jun 2020
Text Detection and Recognition in the Wild: A Review Z. Raisi Mohamed A. Naiel Paul Fieguth Steven Wardell John S. Zelek 84 35 0 08 Jun 2020