Artificial intelligence and machine learning techniques in image processing and computer vision /

"Artificial Intelligence and Machine Learning Techniques in Image Processing and Computer Vision provides in-depth and detailed knowledge about the latest research in image processing and computer vision techniques. It is a roadmap for the improvement of computer vision and image processing, ex...

Full description

Bibliographic Details
Corporate Author:	Taylor & Francis
Other Authors:	Arya, Karm Veer (Editor), Rodriguez, Ciro (Editor), Singh, Saurabh, 1978- (Editor), Singhal, Abhishek (Editor)
Format:	eBook
Language:	English
Published:	Palm Bay, FL, USA ; Burlington, ON, Canada : Boca Raton, FL, USA ; Apple Academic Press ; Abingdon, Oxon, UK : CRC Press, 2024.
Edition:	First edition.
Series:	AAP series on digital signal processing, computer vision and image processing : advances and applications
Subjects:	Computer vision. Image processing. Artificial intelligence. Machine learning. Algorithms. Vision par ordinateur. Traitement d'images. Intelligence artificielle. Apprentissage automatique. Algorithmes. image processing. artificial intelligence. algorithms. COMPUTERS / Computer Graphics / Image Processing (see also PHOTOGRAPHY / Techniques / Digital) TECHNOLOGY / Imaging Systems COMPUTERS / Computer Vision & Pattern Recognition Algorithms Artificial intelligence Computer vision Image processing Machine learning Electronic books.
Online Access:	Connect to the full text of this electronic book

Description
Summary:	"Artificial Intelligence and Machine Learning Techniques in Image Processing and Computer Vision provides in-depth and detailed knowledge about the latest research in image processing and computer vision techniques. It is a roadmap for the improvement of computer vision and image processing, explaining the machine learning algorithms and models involved. The authors differentiate between the various algorithms available and how to choose which to use for the most precise results for a specific task involving certain constraints. The volume provides real-world examples to illustrate the concepts and methods. The authors discuss machine learning in healthcare systems for detection, diagnosis, classification, and segmentation. They also explore the diverse applications of image and video processing, including image colorization and restoration using deep learning, using machine learning to record the changes in the Amazon rainforest over time with remote sensing, and more. Researchers, teachers, and students working in the field of artificial intelligence, machine learning, and computer vision will benefit from the knowledge presented here on the diverse applications of computer vision and image processing."--
Physical Description:	1 online resource.
Bibliography:	Includes bibliographical references and index.
ISBN:	9781003425700 1003425704 9781000921892 1000921891 9781000921915 1000921913