Title :
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
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;
Conference_Titel :
Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on
Print_ISBN :
0-7803-9567-0
DOI :
10.1109/CDC.2005.1583131
