An Approach to E cient Storage , Retrieval , and Browsing of LargeScale Image

نویسندگان

  • Norbert Strobel
  • Sanjit K. Mitra
چکیده

This paper suggests a wavelet transform based multiresolution approach as a viable solution to the problems of storage, retrieval and browsing in a large image database. We also investigate the performance of an optimal uniform mean square quantizer in representing all transform coeecients to ensure that the disk space necessary for storing a multiresolution representation does not exceed that of the original image. In addition, popular wavelet lters are compared with respect to their reconstruction performance and computational complexity. We conclude that, for our application, the Haar wavelet lters ooer an appropriate compromise between reconstruction performance and computational eeorts.

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تاریخ انتشار 2007