Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval

Dacheng Tao;  Xiaoou Tang;  Xuelong Li;  Xindong Wu

doi:10.1109/tpami.2006.134

Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2006.134 ◽

2006 ◽

Vol 28 (7) ◽

pp. 1088-1099 ◽

Cited By ~ 569

Author(s):

Dacheng Tao ◽

Xiaoou Tang ◽

Xuelong Li ◽

Xindong Wu

Keyword(s):

Support Vector Machines ◽

Image Retrieval ◽

Relevance Feedback ◽

Support Vector ◽

Random Subspace ◽

Vector Machines

Efficient image retrieval using support vector machines and Bayesian relevance feedback

2012 5th International Congress on Image and Signal Processing ◽

10.1109/cisp.2012.6469899 ◽

2012 ◽

Cited By ~ 3

Author(s):

XueFeng Wang ◽

XingSu Chen

Keyword(s):

Support Vector Machines ◽

Image Retrieval ◽

Relevance Feedback ◽

Support Vector ◽

Vector Machines

Relevance Feedback for Content-Based Image Retrieval Using Support Vector Machines and Feature Selection

Artificial Neural Networks – ICANN 2009 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-04274-4_97 ◽

2009 ◽

pp. 942-951 ◽

Cited By ~ 7

Author(s):

Apostolos Marakakis ◽

Nikolaos Galatsanos ◽

Aristidis Likas ◽

Andreas Stafylopatis

Keyword(s):

Feature Selection ◽

Support Vector Machines ◽

Image Retrieval ◽

Relevance Feedback ◽

Content Based Image Retrieval ◽

Support Vector ◽

Vector Machines

Relevance feedback approach for image retrieval combining support vector machines and adapted Gaussian mixture models

IET Image Processing ◽

10.1049/iet-ipr.2009.0402 ◽

2011 ◽

Vol 5 (6) ◽

pp. 531 ◽

Cited By ~ 8

Author(s):

A. Marakakis ◽

G. Siolas ◽

N. Galatsanos ◽

A. Likas ◽

A. Stafylopatis

Keyword(s):

Support Vector Machines ◽

Image Retrieval ◽

Mixture Models ◽

Relevance Feedback ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Support Vector ◽

Vector Machines

Combining Gaussian Mixture Models and Support Vector Machines for Relevance Feedback in Content Based Image Retrieval

IFIP Advances in Information and Communication Technology - Artificial Intelligence Applications and Innovations III ◽

10.1007/978-1-4419-0221-4_30 ◽

2009 ◽

pp. 249-258 ◽

Cited By ~ 4

Author(s):

Apostolos Marakakis ◽

Nikolaos Galatsanos ◽

Aristidis Likas ◽

Andreas Stafylopatis

Keyword(s):

Support Vector Machines ◽

Image Retrieval ◽

Mixture Models ◽

Relevance Feedback ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Content Based Image Retrieval ◽

Support Vector ◽

Vector Machines

Incorporate support vector machines to content-based image retrieval with relevance feedback

Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101) ◽

10.1109/icip.2000.899563 ◽

2002 ◽

Cited By ~ 39

Author(s):

Pengyu Hong ◽

Qi Tian ◽

T.S. Huang

Keyword(s):

Support Vector Machines ◽

Image Retrieval ◽

Relevance Feedback ◽

Content Based Image Retrieval ◽

Support Vector ◽

Vector Machines

Semantic Image Retrieval in a Grid Computing Environment Using Support Vector Machines

The Computer Journal ◽

10.1093/comjnl/bxt087 ◽

2013 ◽

Vol 57 (2) ◽

pp. 205-216 ◽

Cited By ~ 3

Author(s):

A. Irtaza ◽

M. A. Jaffar ◽

M. T. Mahmood

Keyword(s):

Support Vector Machines ◽

Image Retrieval ◽

Grid Computing ◽

Support Vector ◽

Computing Environment ◽

Semantic Image Retrieval ◽

Vector Machines

Multi-Level Discrete Cosine Transform for Content-Based Image Retrieval by Support Vector Machines

2007 IEEE International Conference on Image Processing ◽

10.1109/icip.2007.4379510 ◽

2007 ◽

Cited By ~ 3

Author(s):

Yong Li ◽

Xiujuan Chen ◽

Xuezheng Fu ◽

Saeid Belkasim

Keyword(s):

Support Vector Machines ◽

Image Retrieval ◽

Discrete Cosine Transform ◽

Content Based Image Retrieval ◽

Support Vector ◽

Cosine Transform ◽

Vector Machines ◽

Multi Level

Comparison of Learning Performance and Retrieval Performance for Support Vector Machines Based Relevance Feedback Document Retrieval

2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops ◽

10.1109/wiiatw.2007.4427582 ◽

2007 ◽

Author(s):

Takashi Onoda ◽

Hiroshi Murata ◽

Seiji Yamada

Keyword(s):

Support Vector Machines ◽

Relevance Feedback ◽

Document Retrieval ◽

Learning Performance ◽

Support Vector ◽

Retrieval Performance ◽

Vector Machines

Comparison of Learning Performance and Retrieval Performance for Support Vector Machines Based Relevance Feedback Document Retrieval

2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops ◽

10.1109/wi-iatw.2007.34 ◽

2007 ◽

Cited By ~ 2

Author(s):

Takashi Onoda ◽

Hiroshi Murata ◽

Seiji Yamada

Keyword(s):

Support Vector Machines ◽

Relevance Feedback ◽

Document Retrieval ◽

Learning Performance ◽

Support Vector ◽

Retrieval Performance ◽

Vector Machines

Efficient content-based image retrieval using Multiple Support Vector Machines Ensemble

Expert Systems with Applications ◽

10.1016/j.eswa.2011.08.086 ◽

2012 ◽

Vol 39 (3) ◽

pp. 2385-2396 ◽

Cited By ~ 54

Author(s):

Ela Yildizer ◽

Ali Metin Balci ◽

Mohammad Hassan ◽

Reda Alhajj

Keyword(s):

Support Vector Machines ◽

Image Retrieval ◽

Content Based Image Retrieval ◽

Support Vector ◽

Vector Machines ◽

Multiple Support ◽

Multiple Support Vector Machines