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This paper presents the implementation of web image retrieval system using keyword-based search and visual image features. In order to correctly correlate terms to a web image, the associated text of the web image is partitioned into text blocks according to the structure of the text with respect to the web images. Then, keywords are extracted and stored in image indexing database which will later be used in keyword based retrieval. When user enters keyword, result images are generated by imagedoi:10.7763/ijiet.2014.v4.456 fatcat:lbxiaogj2rh3zb3uxhqlmznp3e