International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064


Downloads: 123

Research Paper | Information Technology | Indonesia | Volume 4 Issue 12, December 2015


Using Latent Semantic Index for Content-Based Image Retrieval

Andy, Bernardus Ari Kuncoro


Abstract: In this paper, the latent semantic indexing (LSI) based method was used to the various image feature extracted matrix in order to perform content-based image retrieval. The feature extraction techniques include color histogram, color auto-gram, color moment, gray-scale, and wavelet moment. The implementation of LSI here is to achieve an improved image retrieval performance, because it reduces the size of input image matrix by determining parameter of k. The objective of this paper is to know the performance of LSI-based CBIR using precision and recall parameters for each feature extractions.


Keywords: image feature extractions, latent semantic indexing, content-based image retrieval


Edition: Volume 4 Issue 12, December 2015,


Pages: 361 - 364


How to Cite this Article?

Andy, Bernardus Ari Kuncoro, "Using Latent Semantic Index for Content-Based Image Retrieval", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=NOV151893, Volume 4 Issue 12, December 2015, 361 - 364

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