Digital Image Processing: Mathematical and Computational Methods
β Scribed by Jonathan M Blackledge
- Publisher
- Woodhead Publishing
- Year
- 2005
- Tongue
- English
- Leaves
- 825
- Series
- Woodhead Publishing Series in Optical and Electronic Materials
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
This authoritative text (the second part of a complete MSc course) provides mathematical methods required to describe images, image formation and different imaging systems, coupled with the principle techniques used for processing digital images. It is based on a course for postgraduates reading physics, electronic engineering, telecommunications engineering, information technology and computer science. This book relates the methods of processing and interpreting digital images to the βphysicsβ of imaging systems. Case studies reinforce the methods discussed, with examples of current research themes.
π SIMILAR VOLUMES
In this course, we will study some mathematical models and problems associated with basic problems in computer vision and digital image processing. The mathematical models are set up with various mathematical theories, ranging from Bayesian inference approach, Markov random fields, variational calcu
Part 1 Signal analysis: Complex analysis; The delta function; The Fourier series; The Fourier transform; Other integral transforms. Part 2 Computational linear algebra; Matrices and matrix algebra; Direct methods of solution; Iterative methods of solution; Eigen values and Eigen vectors. Part 3 Pro
The aim of this volume is to bring together research directions in theoretical signal and imaging processing developed rather independently in electrical engineering, theoretical physics, mathematics and the computer sciences.In particular, mathematically justified algorithms and methods, the mathem
This book forms the first part of a complete MSc course in an area that is fundamental to the continuing revolution in information technology and communication systems. Massively exhaustive, authoritative and comprehensive and reinforced with software, this is an introduction to modern methods in th