Name: signal processing for computer vision
SKU: 3419533
Price: 2616.00 ZAR
Availability: InStock
Author: granlund,knutsson
ISBN: 9780792395300

portada signal processing for computer vision

Type

Physical Book

Publisher

Springer

Author

granlund,knutsson

Language

English

Pages

450

ISBN

0792395301

ISBN13

9780792395300

Synopsis "signal processing for computer vision"

signal processing for computer vision is a unique and thorough treatment of the signal processing aspects of filters and operators for low-level computer vision. computer vision has progressed considerably over recent years. from methods only applicable to simple images, it has developed to deal with increasingly complex scenes, volumes and time sequences. a substantial part of this book deals with the problem of designing models that can be used for several purposes within computer vision. these partial models have some general properties of invariance generation and generality in model generation. signal processing for computer vision is the first book to give a unified treatment of representation and filtering of higher order data, such as vectors and tensors in multidimensional space. included is a systematic organisation for the implementation of complex models in a hierarchical modular structure and novel material on adaptive filtering using tensor data representation. signal processing for computer vision is intended for final year undergraduate and graduate students as well as engineers and researchers in the field of computer vision and image processing.