Computer Vision in Control Systems-2: Innovations in Practice

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

• Publisher: Springer International Publishing
• Year: 2015
• Tongue: English
• Leaves: 307
• Series: Intelligent Systems Reference Library 75
• Edition: 1
• Category: Library

✦ Synopsis

The research book is focused on the recent advances in computer vision methodologies and innovations in practice. The Contributions include:

· Human Action Recognition: Contour-Based and Silhouette-based Approaches.

· The Application of Machine Learning Techniques to Real Time Audience Analysis System.

· Panorama Construction from Multi-view Cameras in Outdoor Scenes.

· A New Real-Time Method of Contextual Image Description and Its Application in Robot Navigation and Intelligent Control.

· Perception of Audio Visual Information for Mobile Robot Motion Control Systems.

· Adaptive Surveillance Algorithms Based on the Situation Analysis.

· Enhanced, Synthetic and Combined Vision Technologies for Civil Aviation.

· Navigation of Autonomous Underwater Vehicles Using Acoustic and Visual Data Processing.

· Efficient Denoising Algorithms for Intelligent Recognition Systems.

· Image Segmentation Based on Two-dimensional Markov Chains.

The book is directed to the 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-xvi
Practical Matters in Computer Vision....Pages 1-10
Human Action Recognition: Contour-Based and Silhouette-Based Approaches....Pages 11-47
The Application of Machine Learning Techniques to Real Time Audience Analysis System....Pages 49-69
Panorama Construction from Multi-view Cameras in Outdoor Scenes....Pages 71-108
A New Real-Time Method of Contextual Image Description and Its Application in Robot Navigation and Intelligent Control....Pages 109-133
Perception of Audio Visual Information for Mobile Robot Motion Control Systems....Pages 135-167
Adaptive Surveillance Algorithms Based on the Situation Analysis....Pages 169-200
Enhanced, Synthetic and Combined Vision Technologies for Civil Aviation....Pages 201-230
Navigation of Autonomous Underwater Vehicles Using Acoustic and Visual Data Processing....Pages 231-250
Efficient Denoising Algorithms for Intelligent Recognition Systems....Pages 251-276
Image Segmentation Based on Two-Dimensional Markov Chains....Pages 277-295

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics); Control