This book presents the analysis of textured images using fractal geometry, and discusses its application to imaging science and computer vision when modeling natural objects. The authors explore the methods which can be used to simulate, analyze, and interpret coherent images, and demonstrate a new approach which segments each image into regions of similarity that can be characterized by a random fractal with a given fractal dimension.
Fractal Geometry in Digital Imaging is based on a research project, but has been written with a broad coverage and user friendly math to make the book accessible to a wider audience. It includes real world experiences and applications using the techniques described.
Sprache
Verlagsort
Verlagsgruppe
Elsevier Science Publishing Co Inc
Zielgruppe
Für Beruf und Forschung
AUDIENCE: Postgraduates, research workers and practitioners in computer science, electronic engineering, computer vision, and image processing.
Maße
Höhe: 229 mm
Breite: 152 mm
Gewicht
ISBN-13
978-0-12-703970-1 (9780127039701)
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Schweitzer Klassifikation
Jonathan Blackledge is head of the Department of Mathematical Sciences at De Montfort University, Leicester, UK, where he holds a Chair in Applied Mathematics and is Director of the Imaging Research Centre. Patrick Andrews is a Senior Research Fellow and Martin Turner is a Research Fellow of the Faculty of Computer Sciences and Engineering, also at De Montfort University.
Autor*in
De Montfort University
Cranfield Institute of Technology
De Montfort University
Preface. Contents. Notation and Glossary. Introduction. Fractal Geometry: Fractal and Texture Analysis. Description of Fractal Geometry. Random Scaling Fractals. Fractals to Segment Images: Object Segmentation. Fractal Segmentation. Machine Vision. Fractals to Create Images: Random Noise Image Creation. Lindermayer Systems. Images to Create Fractals: Image Representation. Fractal Image Compression.
