Computer Vision in Control Systems-3 Aerial and Satellite Image Processing /

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. The book gathers selected contributions addressing aerial and satellite image processin...

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Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer International Publishing, 2018.
Vydání:1st ed. 2018.
Edice:Intelligent Systems Reference Library, 135
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ISBN:9783319675169
ISSN:1868-4394 ;
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040 |a Springer-Nature  |b eng  |c CVTISR  |e AACR2 
041 |a eng 
245 1 0 |a Computer Vision in Control Systems-3  |h [electronic resource] :  |b Aerial and Satellite Image Processing /  |c edited by Margarita N. Favorskaya, Lakhmi C. Jain. 
250 |a 1st ed. 2018. 
260 1 |a Cham :  |b Springer International Publishing,  |c 2018. 
300 |a XIV, 343 p. 145 illus., 45 illus. in color.  |b online resource. 
490 1 |a Intelligent Systems Reference Library,  |x 1868-4394 ;  |v 135 
500 |a Engineering  
505 0 |a 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. 
516 |a text file PDF 
520 |a 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. 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. 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. 
650 0 |a Computational intelligence. 
650 0 |a Artificial intelligence. 
650 0 |a Control engineering. 
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