Interactive localized content based image retrieval with multiple-instance active learning

DOI10.1016/j.patcog.2009.03.002zbMath1182.68079OpenAlexW1980511015MaRDI QIDQ1037822

Fei Wang, Dan Zhang, Changshui Zhang, Zhen-wei Shi

Publication date: 16 November 2009

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2009.03.002

zbMATH Keywords

Fisher informationinteractive localized content based image retrievalmultiple-instance active learningsimple margin

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies for image processing (68U10) Pattern recognition, speech recognition (68T10) Information storage and retrieval of data (68P20)

Related Items

Interactive graph-matching using active query strategies, Multiple-view multiple-learner active learning, Active learning with multi-criteria decision making systems

Uses Software

• PRMLT

Cites Work

• Multiple instance classification via successive linear programming
• Selective sampling using the query by committee algorithm
• Monte Carlo strategies in scientific computing
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