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[MICCAI 2019] Comparative Evaluation of Hand-Engineered and Deep-Learned Features for Neonatal Hip B
文章目录Comparative Evaluation of Hand-Engineered and Deep-Learned Features for Neonatal Hip Bone Segmentation in Ultrasound1. Author2. Abstract3. IntroductionComparative Evaluation of Hand-Engineered an...原创 2019-11-03 13:11:14 · 559 阅读 · 0 评论 -
[ICCV 2019] YOLACT Real-time Instance Segmentation
文章目录YOLACT Real-time Instance Segmentation1. Author2. Abstract3. Introduction4. YOLACT4.1 Rationale4.2 Prototype Generation4.3 Mask Coefficients4.4 Mask Assembly4.5 Emergent BehaviorYOLACT Real-time ...原创 2019-11-01 20:43:38 · 628 阅读 · 0 评论 -
Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver
文章目录Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation1. Author2. Abstract3. Introduction4. Methodology4.1 DRLModule4.2 Domain Adaptation...原创 2019-10-31 15:09:27 · 576 阅读 · 1 评论 -
Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation
文章目录1. Author2. Abstract3. Introduction1. AuthorXianxu Hou1;2*, Jingxin Liu1;2;3, Bolei Xu1;2, Bozhi Liu1;2, Xin Chen4, Mohammad Ilyas5, Ian Ellis5, Jon Garibaldi4, and Guoping Qiu1;2;41 College of...原创 2019-10-30 17:03:24 · 381 阅读 · 0 评论 -
Anatomical Priors for Image Segmentation via Post-processing with Denoising Autoencoders
文章目录1. Author2. Abstract3. Introduction3.1 Contributions3.2 Related Works4 Anatomical Priors for Image Segmentation via Post-processing with DAE4.1 Problem Statement4.2 Denoising Autoencoders4.3 Mask ...原创 2019-10-24 10:46:04 · 594 阅读 · 0 评论 -
Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation
文章目录AuthorAbstractIntroductionRelated WorkMethodologySearching Space DefinitionAuthorDong Yang, Holger Roth, Ziyue Xu, Fausto Milletari, Ling Zhang, and Daguang XuNVIDIA, Bethesda, USAAbstractTo ...原创 2019-10-20 23:45:00 · 1060 阅读 · 3 评论 -
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
文章目录AuthorAbstractIntroductionMethodDescription of network blocksTreatment of source and target dataIterative optimizationMotivating design choice of DDDAuthorSwami Sankaranarayanan 1*, Yogesh Balaj...原创 2019-10-20 15:43:09 · 751 阅读 · 0 评论