Textual and Visual Information Retrieval Using Query Refinement and Pattern Analysis (Paperback)
Paperback 284 pages English Apr 30, 2018
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Textual and Visual Information Retrieval Using Query Refinement and Pattern Analysis (Paperback)
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This book offers comprehensive coverage of information retrieval by considering both Text Based Information Retrieval (TBIR) and Content Based Image Retrieval (CBIR), together with new research topics. The approach to TBIR is based on creating a thesaurus, as well as event classification and detection. N-gram thesaurus generation for query refinement offers a new method for improving the precision of retrieval, while event classification and detection approaches aid in the classification and organization of information using web documents for domain-specific retrieval applications. In turn, with regard to content based image retrieval (CBIR) the book presents a histogram construction method, which is based on human visual perceptions of color. The book's overarching goal is to introduce readers to new ideas in an easy-to-follow manner.
- Author:
- Catherine Gomes
- Publisher:
- Palgrave MacMillan
- Publication Date:
- Apr 30, 2018
- Number of pages:
- 284 pages
- Language:
- English
- Binding:
- Paperback
- ISBN-10:
- 9811094098
- ISBN-13:
- 9789811094095