TY - GEN
T1 - An experimental comparison of features in content based image retrieval system
AU - Jayanthi, K.
AU - Karthikeyan, M.
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2016/3/17
Y1 - 2016/3/17
N2 - An investigation comparative of many descriptors of various images in content-based image retrieval system (CBIR) is described in the paper. This paper describes more number of various features in CBIR system and compare the four different Color and texture based existing low level Feature Extraction Techniques such as Tamura Texture Features, RGP Color Histogram, Gabor Features and Joint Picture Editor Group (JPEG) Coefficients Histogram. The Proposed Techniques such as Fuzzy color and texture histogram (FCTH) and Color and edge directivity descriptor (CEDD) which retrieve the relevant images matching with edge, texture and color value from the Corel library. The Haar wavelet transform (HWT), Discrete wavelet transform (DWT) and algorithm of Fuzzy linking with Gabor filter are used in the proposed paper. The proposed approach gives good result in Average Image Retrieval precision (IRP) and Recall value.
AB - An investigation comparative of many descriptors of various images in content-based image retrieval system (CBIR) is described in the paper. This paper describes more number of various features in CBIR system and compare the four different Color and texture based existing low level Feature Extraction Techniques such as Tamura Texture Features, RGP Color Histogram, Gabor Features and Joint Picture Editor Group (JPEG) Coefficients Histogram. The Proposed Techniques such as Fuzzy color and texture histogram (FCTH) and Color and edge directivity descriptor (CEDD) which retrieve the relevant images matching with edge, texture and color value from the Corel library. The Haar wavelet transform (HWT), Discrete wavelet transform (DWT) and algorithm of Fuzzy linking with Gabor filter are used in the proposed paper. The proposed approach gives good result in Average Image Retrieval precision (IRP) and Recall value.
KW - Color and edge directivity descriptor (CEDD)
KW - Content based image retrieval system (CBIR)
KW - Fuzzy color and texture histogram (FCTH)
KW - Gabor Features and Joint picture editor group (JPEG) coefficients histogram
KW - Moving picture experts group (MPEG)
KW - RGP color histogram
UR - http://www.scopus.com/inward/record.url?scp=84965059933&partnerID=8YFLogxK
U2 - 10.1109/ICCIC.2015.7435825
DO - 10.1109/ICCIC.2015.7435825
M3 - Conference contribution
AN - SCOPUS:84965059933
T3 - 2015 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2015
BT - 2015 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2015
A2 - Karthikeyan, M.
A2 - Krishnan, N.
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2015
Y2 - 10 December 2015 through 12 December 2015
ER -