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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Published Paper Details:
Paper Title
CBIR-Content Based Image Retrieval using Color and Texture and Shape Features
Authors
Mr. KOMMU NAVEEN, Dr. RMS Parvathi
Keywords
CBIR, GLCM, Image Texture, Color Spaces, Euclidean Distance, Image Retrieval, Precision, Recall.
Abstract
This paper describes a hybrid feature extraction approach of our research and solution to the problem of designing a CBIR system manually. Two features are used for retrieving the images such as color and texture. Color feature is extracted by using different color space such as RGB, HSV and YCbCr. Texture feature is extracted by applying Gray Level Co- occurrence Matrix (GLCM). The image is retrieved by combining color and texture feature and the color space which gives the best result as analyzed using precision and recall graph.
IJCRT's Publication Details
Unique Identification Number - IJCRT2411734
Paper ID - 272922
Page Number(s) - g547-g554
Pubished in - Volume 12 | Issue 11 | November 2024
DOI (Digital Object Identifier) -
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Mr. KOMMU NAVEEN, Dr. RMS Parvathi, "CBIR-Content Based Image Retrieval using Color and Texture and Shape Features", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 11, pp.g547-g554, November 2024, Available at :http://www.ijcrt.org/papers/IJCRT2411734.pdf
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Volume 14 | Issue 3
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March 2026
Volume 14 | Issue 3
Last Date :
31-Mar-2026
Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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