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基于在线学习的多任务方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  孙干
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终身机器学习  多任务学习  在线学习  度量学习  迁移学习  
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation 会议论文
2019 IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, Korea, October 27 - November 2, 2019
Authors:  Dong JH(董家华);  Cong Y(丛杨);  Sun G(孙干);  Hou DD(侯冬冬)
Adobe PDF(713Kb)  |  Favorite  |  View/Download:12/3  |  Submit date:2019/12/30
UDSFS: Unsupervised deep sparse feature selection 期刊论文
Neurocomputing, 2016, 卷号: 196, 页码: 150-158
Authors:  Cong Y(丛杨);  Wang S(王帅);  Fan BJ(范保杰);  Yang YS(杨云生);  Yu HB(于海斌)
View  |  Adobe PDF(1003Kb)  |  Favorite  |  View/Download:373/49  |  Submit date:2016/04/13
Deep Sparse  Feature Selection  Machine Learning  Group Sparsity  Computer Aided Diagnosis  
Computer-Aided Endoscopic Diagnosis Without Human-Specific Labeling 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2016, 卷号: 63, 期号: 11, 页码: 2347-2358
Authors:  Wang S(王帅);  Cong Y(丛杨);  Fan HJ(范慧杰);  Liu LQ(刘连庆);  Li, Xiaoqiu;  Yang YS(杨云生);  Tang YD(唐延东);  Zhao HC(赵怀慈);  Yu HB(于海斌)
View  |  Adobe PDF(989Kb)  |  Favorite  |  View/Download:313/46  |  Submit date:2016/11/17
Computer-aided Endoscopic Diagnosis  Multiple Instance Learning (Mil)  Online Metric Learning  Weakly Labeled Data  
Scalable gastroscopic video summarization via similar-inhibition dictionary selection 期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2016, 卷号: 66, 页码: 1-13
Authors:  Wang S(王帅);  Cong Y(丛杨);  Cao, Jun;  Yang YS(杨云生);  Tang YD(唐延东);  Zhao HC(赵怀慈);  Yu HB(于海斌)
View  |  Adobe PDF(3367Kb)  |  Favorite  |  View/Download:498/109  |  Submit date:2016/03/28
Video Summarization  Key Frame  Similar-inhibition Dictionary Selection  Image Attention Prior  Gastroscopic Video  
Deep sparse feature selection for computer aided endoscopy diagnosis 期刊论文
Pattern Recognition, 2015, 卷号: 48, 期号: 3, 页码: 907-917
Authors:  Cong Y(丛杨);  Wang S(王帅);  Liu J(刘霁);  Cao, Jun;  Yang YS(杨云生);  Luo JB(罗杰波)
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Endoscopy  Feature Extraction  
Computer aided endoscope diagnosis via weakly labeled data mining 会议论文
2015 IEEE International Conference on Image Processing (ICIP), Quebec City, QC, Canada, September 27-30, 2015
Authors:  Wang S(王帅);  Cong Y(丛杨);  Fan HJ(范慧杰);  Yang YS(杨云生);  Tang YD(唐延东);  Zhao HC(赵怀慈)
View  |  Adobe PDF(944Kb)  |  Favorite  |  View/Download:226/48  |  Submit date:2015/12/20
Computer Aided Diagnosis (Cad)  Multiple Instance Learning (Mil)  Weakly Labeled Endoscope Images  
基于稀疏表达的胃部疾病检测 期刊论文
科学通报, 2013, 卷号: 58, 期号: S2, 页码: 145-151
Authors:  范慧杰;  丛杨;  杨云生;  唐延东
View  |  Adobe PDF(2272Kb)  |  Favorite  |  View/Download:260/58  |  Submit date:2014/04/16
胃病诊断  胶囊内窥镜  稀疏表达  字典选择  异常检测  
A computer-aided lesion diagnose method based on gastroscopeimage 会议论文
2012 IEEE International Conference on Information and Automation, ICIA 2012, Shenyang, China, June 6, 2012 - June 8, 2012
Authors:  Liang, Pan;  Cong Y(丛杨);  Guan, Mo
View  |  Adobe PDF(893Kb)  |  Favorite  |  View/Download:588/121  |  Submit date:2012/10/24
Computer Aided Diagnosis  Feature Extraction