Edge Characteristics in Wavelet-Based Image Coding

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Item Metadata Wakin, Michael
dc.creator Wakin, Michael 2007-10-31T01:08:33Z 2007-10-31T01:08:33Z 2001-04-20 2002-03-06
dc.description Report
dc.description.abstract Accurate prediction of wavelet coefficients relies on an understanding of the phase effects of edge alignment. This research examines techniques for uncovering edge information based on the available coefficients. These techniques are evaluated in the context of reconstructing an image from quantized wavelet coefficients. A predictor is described which can be trained on the coefficients to capture relationships among the pixels. Another method is presented where the quantized coefficients are interpolated to recreate an underlying continuous function. Based on this research, the interpolation process offers more promise in solving the dequantization problem.
dc.subject wavelets
image coding
edge detection
dc.subject.other Wavelet based Signal/Image Processing
dc.title Edge Characteristics in Wavelet-Based Image Coding
dc.type Report
dc.citation.bibtexName misc
dc.citation.journalTitle ELEC 599 Project Report 2002-03-06 Digital Signal Processing (
dc.subject.keyword wavelets
image coding
edge detection
dc.identifier.citation M. Wakin, "Edge Characteristics in Wavelet-Based Image Coding," ELEC 599 Project Report, 2001.

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  • ECE Publications [1030 items]
    Publications by Rice University Electrical and Computer Engineering faculty and graduate students
  • DSP Publications [508 items]
    Publications by Rice Faculty and graduate students in digital signal processing.