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Computer Vision in Control Systems-3: Aerial and Satellite Image Processing de Margarita N. Favorskaya

Computer Vision in Control Systems-3: Aerial and Satellite Image Processing: Intelligent Systems Reference Library, cartea 135

Editat de Margarita N. Favorskaya, Lakhmi C. Jain
en Limba Engleză Paperback – sep 2018
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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Specificații

ISBN-13: 9783319884431
ISBN-10: 3319884433
Pagini: 343
Ilustrații: XIV, 343 p. 145 illus., 45 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția:Softcover reprint of the original 1st ed. 2018
Editura: Springer International Publishing
Colecția Springer
Seria Intelligent Systems Reference Library

Locul publicării:Cham, Switzerland

Cuprins

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.

Textul de pe ultima copertă

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.

Caracteristici

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