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Computer Vision in Control Systems-3 [electronic resource] : Aerial and Satellite Image Processing / edited by Margarita N. Favorskaya, Lakhmi C. Jain.

Contributor(s): Favorskaya, Margarita N [editor.] | Jain, Lakhmi C [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Intelligent Systems Reference Library: 135Publisher: Cham : Springer International Publishing : Imprint: Springer, 2018Edition: 1st ed. 2018.Description: XIV, 343 p. 145 illus., 45 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319675169.Subject(s): Computational intelligence | Artificial intelligence | Control engineering | Computational Intelligence | Artificial Intelligence | Control and Systems TheoryAdditional physical formats: Printed edition:: No title; Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
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.
In: Springer Nature eBookSummary: 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.
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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.

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.

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