U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

50 / 7,861 papers shown

Title
Rotation Invariant Convolutions for 3D Point Clouds Deep Learning Zhiyuan Zhang Binh-Son Hua D. Rosen Sai-Kit Yeung 3DPC 13 167 0 17 Aug 2019
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 19 346 0 17 Aug 2019
FSGAN: Subject Agnostic Face Swapping and Reenactment Y. Nirkin Y. Keller Tal Hassner CVBM PICV 25 568 0 16 Aug 2019
A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems Meng Tang Yimin Liu L. Durlofsky AI4CE 19 255 0 16 Aug 2019
TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection Kyle Min Jason J. Corso 13 149 0 15 Aug 2019
Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement Cheng-Fang Peng Wei-An Lin Haofu Liao Rama Chellappa S. Kevin Zhou SupR 31 5 0 15 Aug 2019
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems Anna Kuzina Evgenii Egorov Evgeny Burnaev MedIm 21 19 0 15 Aug 2019
SFSegNet: Parse Freehand Sketches using Deep Fully Convolutional Networks Junkun Jiang Ruomei Wang Shujin Lin Fei-Yue Wang SSeg 11 6 0 15 Aug 2019
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation Yongjin Zhou Weijian Huang Pei Dong Yong-quan Xia Shanshan Wang MedIm 17 167 0 14 Aug 2019
Learning Two-View Correspondences and Geometry Using Order-Aware Network Jiahui Zhang Dawei Sun Zixin Luo Anbang Yao Lei Zhou Tianwei Shen Yurong Chen Long Quan Hongen Liao 3DPC 20 308 0 14 Aug 2019
Interpolated Convolutional Networks for 3D Point Cloud Understanding Jiageng Mao Xiaogang Wang Hongsheng Li 3DPC 20 215 0 13 Aug 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks Xinyu Gong Shiyu Chang Yifan Jiang Zhangyang Wang GAN 27 263 0 11 Aug 2019
Conditional Generative Adversarial Networks for Data Augmentation and Adaptation in Remotely Sensed Imagery J. Howe Kyle Pula Aaron A. Reite GAN 31 13 0 10 Aug 2019
Automatic acute ischemic stroke lesion segmentation using semi-supervised learning Bin Zhao Shuxue Ding Hong Wu Guohua Liu Chen Cao Song Jin Zhiyang Liu 8 10 0 10 Aug 2019
Distance Map Loss Penalty Term for Semantic Segmentation Francesco Calivá C. Iriondo A. M. Martinez S. Majumdar V. Pedoia MedIm 16 79 0 10 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo S. Hoi VLM ObjD 32 794 0 10 Aug 2019
The Channel Attention based Context Encoder Network for Inner Limiting Membrane Detection H. Qiu Zaiwang Gu Lei Mou Xiaoqian Mao Liyang Fang Yitian Zhao Jiang-Dong Liu Jun Cheng 18 0 0 09 Aug 2019
Hyper Vision Net: Kidney Tumor Segmentation Using Coordinate Convolutional Layer and Attention Unit D.Sabarinathan M.Parisa Beham S. M. M. Roomi MedIm 16 18 0 09 Aug 2019
Defending Against Adversarial Iris Examples Using Wavelet Decomposition Sobhan Soleymani Ali Dabouei J. Dawson Nasser M. Nasrabadi AAML 19 9 0 08 Aug 2019
Advocacy Learning: Learning through Competition and Class-Conditional Representations Ian Fox Jenna Wiens SSL 15 2 0 07 Aug 2019
Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers Samuel Budd Matthew Sinclair Bishesh Khanal Jacqueline Matthew D. Lloyd A. Gómez N. Toussaint E. C. Robinson Bernhard Kainz 23 33 0 07 Aug 2019
Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation Cheng Li Hui Sun Zaiyi Liu Meiyun Wang Hairong Zheng Shanshan Wang 11 44 0 06 Aug 2019
Precise Estimation of Renal Vascular Dominant Regions Using Spatially Aware Fully Convolutional Networks, Tensor-Cut and Voronoi Diagrams Chenglong Wang H. Roth T. Kitasaka M. Oda Y. Hayashi Y. Yoshino Tokunori Yamamoto N. Sassa M. Goto K. Mori 19 19 0 05 Aug 2019
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer Wenzheng Chen Jun Gao Huan Ling Edward James Smith J. Lehtinen Alec Jacobson Sanja Fidler 3DH 3DV 16 361 0 03 Aug 2019
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction Haofu Liao Wei-An Lin S. Kevin Zhou Jiebo Luo MedIm OOD 20 148 0 03 Aug 2019
Indices Matter: Learning to Index for Deep Image Matting Hao Lu Yutong Dai Chunhua Shen Songcen Xu SSL 22 183 0 02 Aug 2019
Probabilistic Residual Learning for Aleatoric Uncertainty in Image Restoration Chen Zhang Bangti Jin UQCV 20 12 0 01 Aug 2019
Multi-Scale Learned Iterative Reconstruction A. Hauptmann J. Adler Simon Arridge Ozan Oktem 23 37 0 01 Aug 2019
Multiparametric Deep Learning Tissue Signatures for Muscular Dystrophy: Preliminary Results Alex E. Bocchieri V. Parekh K. Wagner Vladimir Braverman D. Leung M. Jacobs MedIm 11 3 0 01 Aug 2019
Expectation-Maximization Attention Networks for Semantic Segmentation Xia Li Zhisheng Zhong Jianlong Wu Yibo Yang Zhouchen Lin Hong Liu 3DV 3DPC 9 553 0 31 Jul 2019
EMPNet: Neural Localisation and Mapping Using Embedded Memory Points Gil Avraham Yan Zuo Thanuja Dharmasiri Tom Drummond 19 17 0 31 Jul 2019
The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation Christopher Xie Yu Xiang Arsalan Mousavian D. Fox 8 92 0 30 Jul 2019
Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks R. Yasarla Federico Perazzi Vishal M. Patel CVBM UQCV 14 65 0 30 Jul 2019
Deformable Filter Convolution for Point Cloud Reasoning Yuwen Xiong Mengye Ren Renjie Liao K. Wong R. Urtasun 3DPC 21 17 0 30 Jul 2019
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation Utku Ozbulak Arnout Van Messem W. D. Neve MedIm AAML 12 60 0 30 Jul 2019
Automated Lesion Detection by Regressing Intensity-Based Distance with a Neural Network K. V. Wijnen Florian Dubost P. Yilmaz M. Ikram W. Niessen H. Adams Meike W. Vernooij Marleen de Bruijne MedIm 19 17 0 29 Jul 2019
A Two Stage GAN for High Resolution Retinal Image Generation and Segmentation P. Andreini S. Bonechi Monica Bianchini A. Mecocci F. Scarselli A. Sodi GAN MedIm 21 41 0 29 Jul 2019
Attribute-Guided Deep Polarimetric Thermal-to-visible Face Recognition Seyed Mehdi Iranmanesh Nasser M. Nasrabadi GAN CVBM 16 8 0 27 Jul 2019
Pick-and-Learn: Automatic Quality Evaluation for Noisy-Labeled Image Segmentation Haidong Zhu Jialin Shi Ji Wu NoLa 16 65 0 27 Jul 2019
Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval Binghui Chen Weihong Deng VLM FedML 22 55 0 27 Jul 2019
Preterm infants' limb-pose estimation from depth images using convolutional neural networks S. Moccia Lucia Migliorelli Rocco Pietrini Emanuele Frontoni MedIm 3DH 14 14 0 26 Jul 2019
A Comparative Study of High-Recall Real-Time Semantic Segmentation Based on Swift Factorized Network Kaite Xiang Kaiwei Wang Kailun Yang 19 9 0 26 Jul 2019
Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation R. Dorent Samuel Joutard Marc Modat Sébastien Ourselin Tom Kamiel Magda Vercauteren MedIm 17 117 0 25 Jul 2019
Attention Guided Network for Retinal Image Segmentation Shihao Zhang H. Fu Yuguang Yan Yubing Zhang Qingyao Wu Ming Yang Mingkui Tan Yanwu Xu SSeg 17 181 0 25 Jul 2019
Don't Worry About the Weather: Unsupervised Condition-Dependent Domain Adaptation Horia Porav Tom Bruls Paul Newman OOD 26 23 0 25 Jul 2019
Cross Attention Network for Semantic Segmentation Mengyu Liu Hujun Yin 3DPC SSeg 19 18 0 25 Jul 2019
Warp and Learn: Novel Views Generation for Vehicles and Other Objects Andrea Palazzi Luca Bergamini Simone Calderara Rita Cucchiara 15 0 0 24 Jul 2019
DispVoxNets: Non-Rigid Point Set Alignment with Supervised Learning Proxies Soshi Shimada Vladislav Golyanik E. Tretschk D. Stricker Christian Theobalt 3DPC 17 23 0 24 Jul 2019
Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation Chenglong Li W. Xia Yan Yan B. Luo Jin Tang 17 119 0 24 Jul 2019
Discriminative Consistent Domain Generation for Semi-supervised Learning Jun Chen Heye Zhang Yanping Zhang Shu Zhao R. Mohiaddin T. Wong D. Firmin Guang Yang J. Keegan MedIm 17 11 0 24 Jul 2019