Texture-region coding based on Boolean random sets

Edward R. Dougherty; John C. Handley; Yidong Chen

Texture-region coding based on Boolean random sets

Edward R. Dougherty, John C. Handley, Yidong Chen

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Region-based coding is applied to images composed of disjoint texture regions, where in each region the image is generated by a discrete random Boolean model. The image is segmented into regions by applying pixelwise granulometric classification and the region boundaries are chain encoded. Maximum-likelihood estimation based upon induced 1D Boolean models is used to estimate the parameters of the governing processes in each region. The regions are coded by these parameters. Decoding is accomplished by generating in each region a realization of the appropriate random set.

Original language	English (US)
Title of host publication	Proceedings of SPIE - The International Society for Optical Engineering
Editors	David P. Casasent
Pages	74-79
Number of pages	6
State	Published - 1995
Externally published	Yes
Event	Intelligent Robots and Computer Vision XIV: Algorithms, Techniques, Active Vision, and Materials Handling - Philadelphia, PA, USA Duration: Oct 23 1995 → Oct 26 1995

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	2588
ISSN (Print)	0277-786X

Other

Other	Intelligent Robots and Computer Vision XIV: Algorithms, Techniques, Active Vision, and Materials Handling
City	Philadelphia, PA, USA
Period	10/23/95 → 10/26/95

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Condensed Matter Physics
Computer Science Applications
Applied Mathematics
Electrical and Electronic Engineering

Cite this

Texture-region coding based on Boolean random sets. / Dougherty, Edward R.; Handley, John C.; Chen, Yidong.
Proceedings of SPIE - The International Society for Optical Engineering. ed. / David P. Casasent. 1995. p. 74-79 (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 2588).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Dougherty, ER, Handley, JC & Chen, Y 1995, Texture-region coding based on Boolean random sets. in DP Casasent (ed.), Proceedings of SPIE - The International Society for Optical Engineering. Proceedings of SPIE - The International Society for Optical Engineering, vol. 2588, pp. 74-79, Intelligent Robots and Computer Vision XIV: Algorithms, Techniques, Active Vision, and Materials Handling, Philadelphia, PA, USA, 10/23/95.

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Y2 - 23 October 1995 through 26 October 1995

ER -

Texture-region coding based on Boolean random sets

Abstract

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ASJC Scopus subject areas

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