A MapReduce-based distributed SVM algorithm for automatic image annotation

DOI10.1016/j.camwa.2011.07.046zbMath1231.94005OpenAlexW1963611305MaRDI QIDQ660974

Maozhen Li, Nasullah Khalid Alham, Suhel Hammoud, Yang Liu

Publication date: 5 February 2012

Published in: Computers \& Mathematics with Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.camwa.2011.07.046

zbMATH Keywords

support vector machineautomatic image annotationsequential minimal optimization\texttt{MapReduce}mapreduce framework

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

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Uses Software

• CONV_QP
• Lire

Cites Work

• Google's MapReduce programming model - Revisited
• Application of SVM and ANN for image retrieval
• A Parallel Mixture of SVMs for Very Large Scale Problems
• Improvements to Platt's SMO Algorithm for SVM Classifier Design
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