Reciprocal realization and modeling of textured images

Author

Chiuso, Alessandro ; Ferrante, Augusto ; Picci, Giorgio

Author_Institution

Department of Information Engineering, Università di Padova Via Gradenigo 6/B, 35131 Padova, Italy; email: chiuso@dei.unipd.it

fYear

2005

fDate

12-15 Dec. 2005

Firstpage

6059

Lastpage

6064

Abstract

This paper attempts to view texture analysis and synthesis in image processing as a problem of realization and subspace identification in terms of reciprocal processes defined on a finite interval. We discuss modeling of textures in the framework of acausal stochastic systems and stochastic realization theory.

Keywords

Reciprocal processes; identification; image analysis; stochastic realization; texture synthesis and recognition; Arithmetic; Hilbert space; Image analysis; Image processing; Image recognition; Image texture analysis; Pixel; Random variables; Stochastic processes; Stochastic systems; Reciprocal processes; identification; image analysis; stochastic realization; texture synthesis and recognition;

fLanguage

English

Publisher

ieee

Conference_Titel

Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on

Print_ISBN

0-7803-9567-0

Type

conf

DOI

10.1109/CDC.2005.1583131

Filename

1583131

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3123615