Details

Computer Vision in Control Systems-3


Computer Vision in Control Systems-3

Aerial and Satellite Image Processing
Intelligent Systems Reference Library, Band 135

von: Margarita N. Favorskaya, Lakhmi C. Jain

96,29 €

Verlag: Springer
Format: PDF
Veröffentl.: 25.10.2017
ISBN/EAN: 9783319675169
Sprache: englisch

Dieses eBook enthält ein Wasserzeichen.

Beschreibungen

The research book is a continuation of the authors’ previous works, which are focused on recent advances in computer vision methodologies and technical solutions using conventional and intelligent paradigms.<div><br/><div>The book gathers selected contributions addressing aerial and satellite image processing and related fields. Topics covered include novel tensor and wave models, a new comparative morphology scheme, warping compensation in video stabilization, image deblurring based on physical processes of blur impacts, and a rapid and robust core structural verification algorithm for feature extraction in images and videos, among others. All chapters focus on practical implementations.</div><div> </div></div>Given the tremendous interest among researchers in the development and applications of computer vision paradigms in the field of business, engineering, medicine, security and aviation, this book offers a timely guide.<br/>
Theoretical and Practical Solutions in Remote Sensing.- Multidimensional Image Models and Processing.- Vision-Based Change Detection Using Comparative Morphology.- Methods of Filtering and Texture Segmentation of Multicomponent Images.- Extraction and Selection of Objects in Digital Images by the Use of Straight Edges Segments.- Automated Decision Making in Road Traffic Monitoring by On-Board Unmanned Aerial Vehicle System.- Warping Techniques in Video Stabilization.- Image Deblurring Based on Physical Processes of Blur Impacts.- Core Algorithm for Structural Verification of Keypoint Matches.- Strip-Invariants of Double-Sided Matrix Transformation of Images.- The Fibonacci Numeral System for Computer Vision.
<div>The research book is a continuation of the authors’ previous works, which are focused on recent advances in computer vision methodologies and technical solutions using conventional and intelligent paradigms.</div><div><br/></div><div>The book gathers selected contributions addressing aerial and satellite image processing and related fields. Topics covered include novel tensor and wave models, a new comparative morphology scheme, warping compensation in video stabilization, image deblurring based on physical processes of blur impacts, and a rapid and robust core structural verification algorithm for feature extraction in images and videos, among others. All chapters focus on practical implementations.</div><div> </div><div>Given the tremendous interest among researchers in the development and applications of computer vision paradigms in the field of business, engineering, medicine, security and aviation, this book offers a timely guide.</div><div><br/></div>
Focuses on computer vision methodologies and technical solutions applied to advanced control systems using conventional and intelligent paradigms Presents applications of and practical innovations in applied computer vision and vision-based control systems Covers intelligent paradigms in computer vision and their applications Includes supplementary material: sn.pub/extras

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