Image indexing using a texture dictionary

Wei Y. Ma; B. S. Manjunath

doi:10.1117/12.227251

21 November 1995 Image indexing using a texture dictionary

Wei Y. Ma, B. S. Manjunath

Proceedings Volume 2606, Digital Image Storage and Archiving Systems; (1995) https://doi.org/10.1117/12.227251
Event: Photonics East '95, 1995, Philadelphia, PA, United States

Abstract

We propose a new method for indexing large image databases. The method incorporates neural network learning algorithms and pattern recognition techniques to construct an image pattern dictionary. Image retrieval is then formulated as a process of dictionary search to compute the best matching codeword, which in turn indexes into the database items. Experimental results are presented.

Citation Download Citation

Wei Y. Ma and B. S. Manjunath "Image indexing using a texture dictionary", Proc. SPIE 2606, Digital Image Storage and Archiving Systems, (21 November 1995); https://doi.org/10.1117/12.227251

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