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Computer Vision in Control Systems-1: Mathematical Theory

✍ Scribed by Margarita N. Favorskaya, Lakhmi C. Jain (eds.)


Publisher
Springer International Publishing
Year
2015
Tongue
English
Leaves
385
Series
Intelligent Systems Reference Library 73
Edition
1
Category
Library

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✦ Synopsis


This book is focused on the recent advances in computer vision methodologies and technical solutions using conventional and intelligent paradigms. The Contributions include:

Β· Morphological Image Analysis for Computer Vision Applications.

Β· Methods for Detecting of Structural Changes in Computer Vision Systems.

Β· Hierarchical Adaptive KL-based Transform: Algorithms and Applications.

Β· Automatic Estimation for Parameters of Image Projective Transforms Based on Object-invariant Cores.

Β· A Way of Energy Analysis for Image and Video Sequence Processing.

Β· Optimal Measurement of Visual Motion Across Spatial and Temporal Scales.

Β· Scene Analysis Using Morphological Mathematics and Fuzzy Logic.

Β· Digital Video Stabilization in Static and Dynamic Scenes.

Β· Implementation of Hadamard Matrices for Image Processing.

Β· A Generalized Criterion of Efficiency for Telecommunication Systems.

The book is directed to PhD students, professors, researchers and software developers working in the areas of digital video processing and computer vision technologies.

✦ Table of Contents


Front Matter....Pages i-xx
Development of Mathematical Theory in Computer Vision....Pages 1-8
Morphological Image Analysis for Computer Vision Applications....Pages 9-58
Methods for Detecting of Structural Changes in Computer Vision Systems....Pages 59-90
Hierarchical Adaptive KL-Based Transform: Algorithms and Applications....Pages 91-136
Automatic Estimation for Parameters of Image Projective Transforms Based on Object-Invariant Cores....Pages 137-181
A Way of Energy Analysis for Image and Video Sequence Processing....Pages 183-210
Optimal Measurement of Visual Motion Across Spatial and Temporal Scales....Pages 211-238
Scene Analysis Using Morphological Mathematics and Fuzzy Logic....Pages 239-259
Digital Video Stabilization in Static and Dynamic Scenes....Pages 261-309
Implementation of Hadamard Matrices for Image Processing....Pages 311-349
A Generalized Criterion of Efficiency for Telecommunication Systems....Pages 351-371

✦ Subjects


Computational Intelligence; Image Processing and Computer Vision; Control


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