Incorporating multiple SVMs for automatic image annotation

DOI10.1016/J.PATCOG.2006.04.042zbMath1118.68181OpenAlexW2054103873MaRDI QIDQ854265

Xiaojun Qi, Yutao Han

Publication date: 7 December 2006

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2006.04.042

zbMATH Keywords

support vector machinesimage annotationmultiple instance learningcolor histogramedge histogram descriptorsimage sub-blocking

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies for image processing (68U10)

Related Items (3)

Learning discriminative localization from weakly labeled data ⋮ Multiple instance learning via margin maximization ⋮ Relaxing support vectors for classification

Uses Software

• LIBSVM
• fminsearch

Cites Work

• Solving the multiple instance problem with axis-parallel rectangles.
• Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions
• Image classification for content-based indexing
• 10.1162/153244303322533214

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