Image Processing and Pattern Recognition Based on Parallel Shift Technology

Stepan Bilan, Sergey Yuzhakov (Autoren)

Buch | Softcover

208 Seiten

2021
CRC Press (Verlag)
978-0-367-78146-0 (ISBN)

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Designed to help researchers with artificial intelligence systems design, robotics, and developing software and hardware applications, this book describes the methods and algorithms for image pre-processing and recognition, based on a parallel shift technology of the imaging copy.

This book describes the methods and algorithms for image pre-processing and recognition. These methods are based on a parallel shift technology of the imaging copy, as well as simple mathematical operations to allow the generation of a minimum set of features to describe and recognize the image. This book also describes the theoretical foundations of parallel shift technology and pattern recognition. Based on these methods and theories, this book is intended to help researchers with artificial intelligence systems design, robotics, and developing software and hardware applications.

Dr. Stepan Bilan is employed at the State Economy and Technology University of Transport. Dr. Sergey Yuzhakov is employed at Gaisin United State Tax Inspection of the Main Governance of SFS in Vinnytsa Region.

Introduction. Image description. Characteristic features of the images. Raster and not raster images. The theoretical description of the parallel shift technology. Formation of FAI on the basis of PST. Methods of pretreatment images based PST. Noise deleting and image restoration based of FAI. Methods of processing dynamic images based on PST. Image recognition system on the basis of FAI. Evaluation of image processing and pattern recognition system performance on the basis of FAI. References.

Erscheinungsdatum	06.04.2021
Verlagsort	London
Sprache	englisch
Maße	156 x 234 mm
Gewicht	303 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Technik ► Elektrotechnik / Energietechnik
	Technik ► Umwelttechnik / Biotechnologie
ISBN-10	0-367-78146-8 / 0367781468
ISBN-13	978-0-367-78146-0 / 9780367781460
Zustand	Neuware