Texture Based Image retrieval using Human interactive Genetic Algorithm
Journal Title: International Journal of Science Engineering and Advance Technology - Year 2013, Vol 1, Issue 6
Abstract
Content-based image retrieval has been keenly calculated in numerous fields. This provides more active management and retrieval of images than the keyword-based method. So the content based image retrieval has become one of the liveliest researches in the past few years. As earlier, we were using the text-based approach where it initiate very boring and hard task for solving the purpose of image retrieval. But the CBIR is the method where there are several methodologies are available and the task of image retrieval becomes well easier. In this, there are specific effective methods for CBIR are discussed and the relative study is made. However most of the proposed methods emphasize on finding the best representation for diverse image features. Here, the user-oriented mechanism for CBIR method based on an interactivegenetic algorithm (IGA) is proposed. Color attributes likethe mean value, the standard deviation, and the image bitmap of a color image are used as the features for retrieval. In addition, the entropy based on the gray level cooccurrence matrix and the edge histograms of an image are too considered as the texture features.
Authors and Affiliations
S. Sreenivas Rao| Final M.Tech Student, Assoc. Professor Dept. of Computer Science and Engineering, Kakinada Institute of Engineering & Technology, Korangi, E.g. A.P. Asst. prof, Dept. of CSS college of Engineering, Andhra University, Visakhapatnam, A.P., Mr. K. Ravi Kumar| Final M.Tech Student, Assoc. Professor Dept. of Computer Science and Engineering, Kakinada Institute of Engineering & Technology, Korangi, E.g. A.P. Asst. prof, Dept. of CSS college of Engineering, Andhra University, Visakhapatnam, A.P., Dr. G. Lavanya Devi| Final M.Tech Student, Assoc. Professor Dept. of Computer Science and Engineering, Kakinada Institute of Engineering & Technology, Korangi, E.g. A.P. Asst. prof, Dept. of CSS college of Engineering, Andhra University, Visakhapatnam, A.P.
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