Introduction to Video and Image Processing - Building Real Systems and Applications
| Verlag | Springer |
| Auflage | 2012 |
| Seiten | 227 |
| Format | 16,9 x 28,2 x 1,2 cm |
| Gewicht | 412 g |
| Artikeltyp | Englisches Buch |
| Reihe | Undergraduate Topics in Computer Science |
| ISBN-10 | 1447125029 |
| EAN | 9781447125020 |
| Bestell-Nr | 44712502UA |
Using minimal mathematics, this book reviews core concepts and methods of image processing and video processing, focusing on methods for designing and implementing real image data processiong systems. Coverage ranges from image acquisition to visual effects.
Klappentext:
This textbook presents the fundamental concepts and methods for understanding and working with images and video in an unique, easy-to-read style which ensures the material is accessible to a wide audience. Exploring more than just the basics of image processing, the text provides a specific focus on the practical design and implementation of real systems for processing video data. Features: includes more than 100 exercises, as well as C-code snippets of the key algorithms; covers topics on image acquisition, color images, point processing, neighborhood processing, morphology, BLOB analysis, segmentation in video, tracking, geometric transformation, and visual effects; requires only a minimal understanding of mathematics; presents two chapters dedicated to applications; provides a guide to defining suitable values for parameters in video and image processing systems, and to conversion between the RGB color representation and the HIS, HSV and YUV/YCbCr color representations.
Inhaltsverzeichnis:
Introduction
Image Acquisition
Color Images
Point Processing
Neighborhood Processing
Morphology
BLOB Analysis
Segmentation in Video Data
Tracking
Geometric Transformations
Visual Effects
Application Example: Edutainment Game
Application Example: Coin Sorting using a Robot
Bits, Bytes and Binary Numbers
Mathematical Definitions
Learning Parameters in Video and Image Processing Systems
Conversion Between RGB and HSI
Conversion Between RGB and HSV
Conversion Between RGB and YUV/YCbCr