Bézier and Splines in Image Processing and Machine Vision

Biswas, Sambhunath; Lovell, Brian C.

ISBN 10: 1849966877 / ISBN 13: 9781849966870

Verlag: Springer, 2010

In. Bestandsnummer des Verkäufers ria9781849966870_new

Inhaltsangabe:

Digital image processing and machine vision have both grown considerably during the last few decades. Of the various techniques that have been so far developed, splines play a significant role in a number. This book, which will be essential reading for graduate researchers, deals with various image processing and machine vision problems efficiently with splines and includes: the significance of Bernstein Polynomial in splines, detailed coverage of beta-splines applications which are relatively new, splines in motion tracking, various deformative models and their uses. Finally the book covers wavelet splines which are efficient and effective in different image applications.

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Digital image processing and machine vision have grown considerably during the last few decades. Of the various techniques, developed so far splines play a positive and significant role in many of them. Strong mathematical theory and ease of implementations is one of the keys of their success in many research issues.

This book deals with various image processing and machine vision problems efficiently with splines and includes:

the significance of Bernstein Polynomial in splines

effectiveness of Hilbert scan for digital images

detailed coverage of Beta-splines, which are relatively new, for possible future applications

discrete smoothing splines and their strength in application

snakes and active contour models and their uses

the significance of globally optimal contours and surfaces

Finally the book covers wavelet splines which are efficient and effective in different image applications.

Dr Biswas is a system analyst at the Indian Statistical Institute, Calcutta where he teaches Machine Vision in M Tech (Computer Science). His research interests include image processing, computer vision, computer graphics, pattern recognition, neural networks and wavelet image-data analysis.

Professor Lovell is a Research Leader in National ICT Australia and Research Director of the Intelligent Real-Time Imaging and Sensing Research Group at the University of Queensland. His research interests are currently focussed on optimal image segmentation, real-time video analysis and face recognition.

Bibliografische Details

Titel: Bézier and Splines in Image Processing and ...
Verlag: Springer
Erscheinungsdatum: 2010
Einband: Softcover
Zustand: New