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Computer vision in control systems-3...
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Favorskaya, Margarita N.
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Computer vision in control systems-3 = aerial and satellite image processing /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Computer vision in control systems-3/ edited by Margarita N. Favorskaya, Lakhmi C. Jain.
其他題名:
aerial and satellite image processing /
其他作者:
Favorskaya, Margarita N.
出版者:
Cham :Springer International Publishing : : 2018.,
面頁冊數:
xiv, 343 p. :ill., digital ;24 cm.
內容註:
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.
Contained By:
Springer eBooks
標題:
Computer vision. -
電子資源:
http://dx.doi.org/10.1007/978-3-319-67516-9
ISBN:
9783319675169
Computer vision in control systems-3 = aerial and satellite image processing /
Computer vision in control systems-3
aerial and satellite image processing /[electronic resource] :edited by Margarita N. Favorskaya, Lakhmi C. Jain. - Cham :Springer International Publishing :2018. - xiv, 343 p. :ill., digital ;24 cm. - Intelligent systems reference library,v.1351868-4394 ;. - Intelligent systems reference library ;v.135..
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.
ISBN: 9783319675169
Standard No.: 10.1007/978-3-319-67516-9doiSubjects--Topical Terms:
540671
Computer vision.
LC Class. No.: TA1634
Dewey Class. No.: 006.37
Computer vision in control systems-3 = aerial and satellite image processing /
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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.
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