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Computer Vision in Control Systems-2
Details
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 DataProcessing.
· 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.
Focuses on computer vision methodologies and technical solutions applied to advanced control systems using conventional and intelligent paradigms Presents applications and practical innovations of applied computer vision and vision-based control systems Written by experts in the field Includes supplementary material: sn.pub/extras
Inhalt
Computer Vision in Advanced Control Systems: Innovations in Practice.- Human Action Recognition: Contour-Based and Silhouette-based Approaches.- The Application of Machine Learning Techniques to Real Time Audience Analysis Sy.- 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.- 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.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783319365275
- Genre Technology Encyclopedias
- Auflage Softcover reprint of the original 1st edition 2015
- Editor Margarita N. Favorskaya, Lakhmi C. Jain
- Lesemotiv Verstehen
- Anzahl Seiten 312
- Herausgeber Springer
- Größe H235mm x B155mm x T17mm
- Jahr 2016
- EAN 9783319365275
- Format Kartonierter Einband
- ISBN 3319365274
- Veröffentlichung 23.08.2016
- Titel Computer Vision in Control Systems-2
- Untertitel Innovations in Practice
- Gewicht 476g
- Sprache Englisch