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
MFuseNet: Robust Depth Estimation with Learned Multiscopic Fusion Weihao Yuan Rui Fan M. Y. Wang Qifeng Chen MDE 27 6 0 05 Aug 2021
Exploring Structure Consistency for Deep Model Watermarking Jie Zhang Dongdong Chen Jing Liao Han Fang Zehua Ma Weiming Zhang G. Hua Nenghai Yu AAML 24 4 0 05 Aug 2021
Physics-based Noise Modeling for Extreme Low-light Photography Kaixuan Wei Ying Fu Yinqiang Zheng Jiaolong Yang 24 90 0 04 Aug 2021
Deep Portrait Lighting Enhancement with 3D Guidance Fangzhou Han Can Wang H. Du Jing Liao 3DV 3DH 36 3 0 04 Aug 2021
Online Knowledge Distillation for Efficient Pose Estimation Zheng Li Jingwen Ye Xiuming Zhang Ying Huang Zhigeng Pan 21 94 0 04 Aug 2021
Cross-modality Discrepant Interaction Network for RGB-D Salient Object Detection Chen Zhang Runmin Cong Qin Lin Lin Ma Feng Li Yao-Min Zhao Sam Kwong 32 103 0 04 Aug 2021
Unsupervised Domain Adaptation for Retinal Vessel Segmentation with Adversarial Learning and Transfer Normalization Wei Feng Lie Ju Lin Wang Kaimin Song Xin Wang Xin Zhao Qingyi Tao Z. Ge OOD MedIm 18 4 0 04 Aug 2021
SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on Bingwen Hu Ping Liu Zhedong Zheng Mingwu Ren 3DH 21 23 0 03 Aug 2021
Toward Spatially Unbiased Generative Models Jooyoung Choi Jungbeom Lee Yonghyun Jeong Sungroh Yoon DiffM 30 17 0 03 Aug 2021
Multispectral Vineyard Segmentation: A Deep Learning approach T. Barros Pedro Conde G. Gonçalves C. Premebida M. Monteiro C. Ferreira U. J. Nunes 17 26 0 02 Aug 2021
An Efficient Image-to-Image Translation HourGlass-based Architecture for Object Pushing Policy Learning Marco Ewerton Ángel Martínez-González J. Odobez 27 7 0 02 Aug 2021
Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting Yue Zhang Chengtao Peng Liying Peng Huimin Huang Ruofeng Tong ... Jingsong Li Yenwei Chen Qingqing Chen Hongjie Hu Zhiyi Peng 58 27 0 02 Aug 2021
Shallow Attention Network for Polyp Segmentation JunChao Wei Yiwen Hu Ruimao Zhang Zhen Li S.Kevin Zhou Shuguang Cui 23 263 0 02 Aug 2021
Image-based scene recognition for robot navigation considering traversable plants and its manual annotation-free training Shigemichi Matsuzaki Hiroaki Masuzawa J. Miura 32 11 0 02 Aug 2021
Flip Learning: Erase to Segment Yuhao Huang Xin Yang Yuxin Zou Chaoyu Chen Jian Wang Haoran Dou Nishant Ravikumar Alejandro F Frangi Jianqiao Zhou Dong Ni 21 9 0 02 Aug 2021
Style Curriculum Learning for Robust Medical Image Segmentation Zhendong Liu Van Manh Xin Yang Xiaoqiong Huang Karim Lekadir Víctor M. Campello Nishant Ravikumar Alejandro F Frangi Dong Ni OOD 23 17 0 01 Aug 2021
Edge-competing Pathological Liver Vessel Segmentation with Limited Labels Zunlei Feng Zhonghua Wang Xinchao Wang Jing Zhang Lechao Cheng Jie Lei Yuexuan Wang Xiuming Zhang 35 13 0 01 Aug 2021
Applications of Artificial Neural Networks in Microorganism Image Analysis: A Comprehensive Review from Conventional Multilayer Perceptron to Popular Convolutional Neural Network and Potential Visual Transformer Jinghua Zhang Chen Li Yi Yin Jiawei Zhang M. Grzegorzek 31 140 0 01 Aug 2021
Simple, Fast, and Flexible Framework for Matrix Completion with Infinite Width Neural Networks Adityanarayanan Radhakrishnan George Stefanakis M. Belkin Caroline Uhler 32 25 0 31 Jul 2021
Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation Duo Peng Yinjie Lei Wen Li Pingping Zhang Yulan Guo 29 60 0 30 Jul 2021
SNE-RoadSeg+: Rethinking Depth-Normal Translation and Deep Supervision for Freespace Detection Hengli Wang Rui Fan Peide Cai Ming Liu 38 49 0 30 Jul 2021
Addressing materials' microstructure diversity using transfer learning Aurèle Goetz Ali Riza Durmaz Martin Müller Akhil Thomas D. Britz P. Kerfriden C. Eberl OOD 22 21 0 29 Jul 2021
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels Jizong Peng Ping Wang Chrisitian Desrosiers M. Pedersoli SSL 31 63 0 29 Jul 2021
Cascaded Residual Density Network for Crowd Counting Kun-li Zhao Luchuan Song B. Liu Weihai Li Nenghai Yu 17 5 0 29 Jul 2021
TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee Topology Preservation in Segmentations M. K. Wyburd Nicola K. Dinsdale Ana I. L. Namburete M. Jenkinson MedIm 27 16 0 28 Jul 2021
WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification Qiufu Li Linlin Shen Sheng Guo Zhihui Lai OOD 23 84 0 28 Jul 2021
Retinal Microvasculature as Biomarker for Diabetes and Cardiovascular Diseases Anusua Trivedi J. Desbiens R. Gross Sunil Gupta Rahul Dodhia J. L. Ferres MedIm 9 1 0 28 Jul 2021
Divide-and-Assemble: Learning Block-wise Memory for Unsupervised Anomaly Detection Jinlei Hou Yingying Zhang Qiaoyong Zhong Di Xie Shiliang Pu Hong Zhou 27 142 0 28 Jul 2021
StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement Yuda Song Hui Qian Xin Du 23 47 0 27 Jul 2021
Improved-Mask R-CNN: Towards an Accurate Generic MSK MRI instance segmentation platform (Data from the Osteoarthritis Initiative) B. Felfeliyan A. Hareendranathan G. Kuntze Jacob L. Jaremko J. Ronsky 35 20 0 27 Jul 2021
A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR Nicholas Byrne J. Clough I. Valverde Giovanni Montana A. King 34 25 0 27 Jul 2021
Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation H. Zunair A. Ben Hamza SSeg MDE 15 224 0 26 Jul 2021
A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation Debesh Jha P. Smedsrud Dag Johansen Thomas de Lange H. Johansen P. Halvorsen Michael A. Riegler 21 222 0 26 Jul 2021
Weakly Supervised Attention Model for RV StrainClassification from volumetric CTPA Scans Noa Cahan E. Marom S. Soffer Y. Barash Eli Konen Eyal Klang H. Greenspan 44 8 0 26 Jul 2021
Lung Cancer Risk Estimation with Incomplete Data: A Joint Missing Imputation Perspective Riqiang Gao Yucheng Tang Kaiwen Xu Ho Hin Lee S. Deppen K. Sandler P. Massion Thomas A. Lasko Yuankai Huo Bennett A. Landman 37 10 0 25 Jul 2021
Deep-learning-driven Reliable Single-pixel Imaging with Uncertainty Approximation Ruibo Shang Mikaela A. O’Brien Geoffrey P. Luke UQCV BDL 36 2 0 24 Jul 2021
Dual-Attention Enhanced BDense-UNet for Liver Lesion Segmentation W. Cao Philip L. H. Yu G. Lui Keith W H Chiu Ho-Ming Cheng Yanwen Fang M. Yuen W. Seto MedIm 16 1 0 24 Jul 2021
Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform Zhiyuan Mao Nicholas Chimitt Stanley H. Chan 21 69 0 24 Jul 2021
Predicting Mechanically Driven Full-Field Quantities of Interest with Deep Learning-Based Metamodels S. Mohammadzadeh Emma Lejeune AI4CE 28 28 0 24 Jul 2021
Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation Ruifei He Jihan Yang Xiaojuan Qi 15 115 0 23 Jul 2021
WaveFill: A Wavelet-based Generation Network for Image Inpainting Yingchen Yu Fangneng Zhan Shijian Lu Jianxiong Pan Feiying Ma Xuansong Xie Chunyan Miao 17 98 0 23 Jul 2021
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis Bas H. M. van der Velden Hugo J. Kuijf K. Gilhuijs M. Viergever XAI 40 638 0 22 Jul 2021
HARP-Net: Hyper-Autoencoded Reconstruction Propagation for Scalable Neural Audio Coding Darius Petermann Seungkwon Beack Minje Kim 30 14 0 22 Jul 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 39 1,106 0 22 Jul 2021
A Deep Learning-based Quality Assessment and Segmentation System with a Large-scale Benchmark Dataset for Optical Coherence Tomographic Angiography Image Yu-Fang Wang Yiqing Shen Meng Yuan Jing Xu B. Yang Chicheng Liu Wenjia Cai Weijing Cheng Wei Wang 33 18 0 22 Jul 2021
Creating synthetic night-time visible-light meteorological satellite images using the GAN method Wencong Cheng GAN 27 4 0 21 Jul 2021
Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation Yao Zhang Jiawei Yang Jiang Tian Zhongchao Shi Cheng Zhong Yang Zhang Zhiqiang He 37 90 0 21 Jul 2021
PERSA+: A Deep Learning Front-End for Context-Agnostic Audio Classification Lazaros Vrysis Iordanis Thoidis Charalampos A. Dimoulas G. Papanikolaou VLM 36 0 0 20 Jul 2021
Image Fusion Transformer VS Vibashan Jeya Maria Jose Valanarasu Poojan Oza Vishal M. Patel ViT 30 116 0 19 Jul 2021
CodeMapping: Real-Time Dense Mapping for Sparse SLAM using Compact Scene Representations H. Matsuki Raluca Scona J. Czarnowski Andrew J. Davison 3DGS 37 46 0 19 Jul 2021