Abstract
The discrete image transforms are used for energy compaction primarily and so used in image data compression. The level of energy in the image depends on level of colors used. In this paper we use two discrete image transforms namely Discrete Hadamard Transform (DHT) and Discrete Wavelet Transform (DWT). These transforms are applied on two different color models namely HSV and YCbCr separately in a given large standard database with 1000 images formed from 10 different classes taken from the Corel collection. The proposed features are effective and useful for image indexing and retrieval.
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References
Talbar, S.N., Varma, S.L.: iMATCH: Image Matching and Retrieval for Digital Image Libraries. In: ICETET, pp. 196–201 (2009) ISBN: 978-0-7695-3884-6
Talbar, S.N., Varma, S.L.: IRMOMENT: image indexing and retrieval by combining moments. In: IET Digest 2009, vol. 38 (2009) doi:10.1049/ic.2009.0148
Nezamabadi-Pour, H., Saryazdi, S.: Object-Based Image Indexing and Retrieval in DCT Domain using Clustering Techniques, vol. 3 (January 2005)
Swain, M.J., Ballard, D.H.: Color indexing. International Journal of Computer Vision 7(1), 11–32 (1991)
Jain, A.K., Vailaya, A.: Image retrieval using color and shape. Pattern Recognition 29(8), 1233–1244 (1996)
Mokhtarian, F., Abbasi, S.: Shape similarity retrieval under affine transforms. Pattern Recognition 35, 31–41 (2002)
Manjunath, B.S., Ma, W.Y.: Texture feature for browsing and retrieval of image data. IEEE PAMI 8(18), 837–842 (1996)
Smith, J.R., Li, C.S.: Image classification and querying using composite region templates. In: Computer Vision and Understanding, vol. 75, pp. 165–174. Academic Press, London (1999)
Berens, J., Finlayson, G.D., Qiu, G.: Image indexing using compressed color Histograms. In: IEEE Proc. Vision Image Signal Processing, vol. 147(4) (August 2000)
Lay, J.A., Guan, L.: Image Retrieval Based on Energy Histograms of the Low Frequency DCT Coefficients. IEEE (1999) 0-7803-5041-3/99
Obdrzalek, S., Matas, J.: Image Retrieval Using Local Compact DCT-based Representation. In: Michaelis, B., Krell, G. (eds.) DAGM 2003. LNCS, vol. 2781, pp. 490–497. Springer, Heidelberg (2003)
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Talbar, S.N., Varma, S.L. (2010). Wavelet and Hadamard Transforms for Image Retrieval Using Color Models. In: Das, V.V., Vijaykumar, R. (eds) Information and Communication Technologies. ICT 2010. Communications in Computer and Information Science, vol 101. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15766-0_50
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DOI: https://doi.org/10.1007/978-3-642-15766-0_50
Publisher Name: Springer, Berlin, Heidelberg
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