Digital Image Processing
Mathematical Methods, Algorithms and Applications
Published on 1. February 2000
Book
Hardback
462 pages
978-1-898563-61-7 (ISBN)
Description
This work presents an up-to-date record of international research on image restoration on the interaction of image processing as it relates to mathematical modelling. It covers in great detail its reconstruction and restoration, image comprehension, fractals and wavelets, pattern recognition and image understanding. The level is appropriate for advanced study and advanced research for applied mathematicians, computer scientists, electrical and electro-mechanical engineers, and scientists working in IT, remote sensing, medical imaging, vision systems, spectroscopy, virtual reality, military technology, electro-optics, biochemistry and cartigraphy.
This work presents an up-to-date record of international research on image restoration on the interaction of image processing as it relates to mathematical modelling. It covers in great detail its reconstruction and restoration, image comprehension, fractals and wavelets, pattern recognition and image understanding. The level is appropriate for advanced study and advanced research for applied mathematicians, computer scientists, electrical and electro-mechanical engineers, and scientists working in IT, remote sensing, medical imaging, vision systems, spectroscopy, virtual reality, military technology, electro-optics, biochemistry and cartigraphy.
This work presents an up-to-date record of international research on image restoration on the interaction of image processing as it relates to mathematical modelling. It covers in great detail its reconstruction and restoration, image comprehension, fractals and wavelets, pattern recognition and image understanding. The level is appropriate for advanced study and advanced research for applied mathematicians, computer scientists, electrical and electro-mechanical engineers, and scientists working in IT, remote sensing, medical imaging, vision systems, spectroscopy, virtual reality, military technology, electro-optics, biochemistry and cartigraphy.
More details
Language
English
Place of publication
United Kingdom
Publishing group
Elsevier Science & Technology
Target group
College/higher education
Professional and scholarly
Illustrations
Illustrations
Dimensions
Height: 246 mm
Width: 174 mm
Thickness: 30 mm
Weight
930 gr
ISBN-13
978-1-898563-61-7 (9781898563617)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Content
The sampling theorem and hyperfinite sums; biometrics and the mathematics of identification; set theoretic approach to image understanding; validation and automatic correction of algorithms; NMRIDA - a new algorithm for deconvolution of NMR spectra and images; algorithm, for MRI finger images; specialisation of evolutionary algorithms and data structures; entropy conscious and constrained image operations design using a contour tree image definition; state-of-the-art and new developments in fractal image compression; statistics of dimension; wavelets in image processing; wavelet demodulation codes for recognition of iris patterns by tests of statistical independence; multi-resolution wavelet deconvolution for haze removal in 3D fluorescence microscopy; the Hough transform and invariance filters for circle and sphere detection; morphological segmentation of multidimensional images; colour quantisation of image sequences using competitive neural networks; application of circular Hough transform with a clustering technique to segment digital images; a new edge detection algorithm; thermal and ultrasonic imaging for 3D external human body measuring; image processing and object representation in an interactive simulation system; remote control of virtual environments using image streams; automatic conversion of scanned maps to a vector-based 3D representation; automatic co-registration of parts of synthetic aperture radar images and accurate maps; annealing for optimisation and characterisation of quantisation parameters in 3D integral imaging; switched-image stereoscopic displays - keeping ghosts at bay; land applications of satellite radar altimetry; reflection intensities for multiple lane diffraction spots components (maximum entropy method); the discrete Fourier transform of a colour image; full colour holography and 3D image processing; object oriented image processing.