Nonseparable QMF pyramids

Eero Simoncelli, Edward H. Adelson

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

It is widely recognized that effective image processing and machine vision must involve the use of information at multiple scales, and that models of human vision must be multi-scale as well. The most commonly used image representations are linear transforms, in which an image is decomposed into a sum of elementary basis functions. Besides being well understood, linear transformations which can be expressed in terms of convolutions provide a useful model of early processing in the human visual system various properties which are valuable for linear transforms that are to be used in image processing and vision modelling are defined and discussed.

Original languageEnglish (US)
Title of host publicationProceedings of SPIE - The International Society for Optical Engineering
EditorsWilliam A. Pearlman
PublisherPubl by Int Soc for Optical Engineering
Pages1242-1246
Number of pages5
Volume1199
Editionpt 3
ISBN (Print)0819402389
StatePublished - 1989
EventVisual Communications and Image Processing IV - Philadelphia, PA, USA
Duration: Nov 8 1989Nov 10 1989

Other

OtherVisual Communications and Image Processing IV
CityPhiladelphia, PA, USA
Period11/8/8911/10/89

Fingerprint

pyramids
Image processing
Linear transformations
image processing
Convolution
Computer vision
linear transformations
computer vision
convolution integrals
Processing

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Condensed Matter Physics

Cite this

Simoncelli, E., & Adelson, E. H. (1989). Nonseparable QMF pyramids. In W. A. Pearlman (Ed.), Proceedings of SPIE - The International Society for Optical Engineering (pt 3 ed., Vol. 1199, pp. 1242-1246). Publ by Int Soc for Optical Engineering.

Nonseparable QMF pyramids. / Simoncelli, Eero; Adelson, Edward H.

Proceedings of SPIE - The International Society for Optical Engineering. ed. / William A. Pearlman. Vol. 1199 pt 3. ed. Publ by Int Soc for Optical Engineering, 1989. p. 1242-1246.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simoncelli, E & Adelson, EH 1989, Nonseparable QMF pyramids. in WA Pearlman (ed.), Proceedings of SPIE - The International Society for Optical Engineering. pt 3 edn, vol. 1199, Publ by Int Soc for Optical Engineering, pp. 1242-1246, Visual Communications and Image Processing IV, Philadelphia, PA, USA, 11/8/89.
Simoncelli E, Adelson EH. Nonseparable QMF pyramids. In Pearlman WA, editor, Proceedings of SPIE - The International Society for Optical Engineering. pt 3 ed. Vol. 1199. Publ by Int Soc for Optical Engineering. 1989. p. 1242-1246
Simoncelli, Eero ; Adelson, Edward H. / Nonseparable QMF pyramids. Proceedings of SPIE - The International Society for Optical Engineering. editor / William A. Pearlman. Vol. 1199 pt 3. ed. Publ by Int Soc for Optical Engineering, 1989. pp. 1242-1246
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