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Metric Learning for Multi-atlas based Segmentation of Hippocampus 期刊论文
NEUROINFORMATICS, 2017, 卷号: 15, 期号: 1, 页码: 41-50
Authors:  Zhu, Hancan;  Cheng, Hewei;  Yang, Xuesong;  Fan, Yong;  Alzheimer's Dis Neuroimaging
Favorite  |  View/Download:29/0  |  Submit date:2017/05/05
Multi-atlas Image Segmentation  Hippocampus Segmentation  Metric Learning  Label Fusion  
Unconstrained Multimodal Multi-Label Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 11, 页码: 1923-1935
Authors:  Huang, Yan;  Wang, Wei;  Wang, Liang
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Multi-label Learning  Multi-task Learning  Multimodal Learning  Restricted Boltzmann Machine  
Deep neural network based image annotation 期刊论文
PATTERN RECOGNITION LETTERS, 2015, 卷号: 65, 页码: 103-108
Authors:  Zhu, Songhao;  Shi, Zhe;  Sun, Chengjian;  Shen, Shuhan
Favorite  |  View/Download:49/0  |  Submit date:2016/03/30
Deep Learning  Multi-label  Multi-modal  Image Annotation  
Multi-label learning with missing labels for image annotation and facial action unit recognition 期刊论文
PATTERN RECOGNITION, 2015, 卷号: 48, 期号: 7, 页码: 2279-2289
Authors:  Wu, Baoyuan;  Lyu, Siwei;  Hu, Bao-Gang;  Ji, Qiang
View  |  Adobe PDF(706Kb)  |  Favorite  |  View/Download:80/26  |  Submit date:2015/09/21
Multi-label Learning  Missing Labels  Image Annotation  Facial Action Unit Recognition  
Local Label Learning (LLL) for Subcortical Structure Segmentation: Application to Hippocampus Segmentation 期刊论文
HUMAN BRAIN MAPPING, 2014, 卷号: 35, 期号: 6, 页码: 2674-2697
Authors:  Hao, Yongfu;  Wang, Tianyao;  Zhang, Xinqing;  Duan, Yunyun;  Yu, Chunshui;  Jiang, Tianzi;  Fan, Yong;  Alzheimer's Dis Neuroimaging
Favorite  |  View/Download:62/0  |  Submit date:2015/08/12
Multi-atlas Based Segmentation  Local Label Learning  Hippocampal Segmentation  Svm  
基于弱监督学习的网络图像语义解析 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  刘洋
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弱监督学习  图像语义解析  双重聚类  稀疏编码  字典学习  多示例多标签学习  结构svm  Weakly-supervised Learning  Image Region Annotation  Dual-clustering  Sparse Coding  Dictionary Learning  Structural Svm  Multi-instance Multi-label Learning  
嵌入目标先验知识的结构化输出学习模型研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  吴保元
Adobe PDF(4543Kb)  |  Favorite  |  View/Download:83/0  |  Submit date:2015/09/02
目标先验知识  结构化输出学习  耦合隐马尔可夫随机场  视频处 理  多标签学习  缺失标签  耦合条件随机场  Target Prior Knowledge  Structured Output Learning  Video Processing  Coupled Hidden Markov Random Field  Multi-label Learning  Missing Labels  Coupled Conditional Random Field