Computer Vision: Applications of Visual AI and Image Processing

This book provides an overview of recent advancements in visual AI, image processing, and computer vision, covering techniques such as image pre-processing, feature extraction, and enhancement, with applications in biometrics, healthcare, neuroscience, and forensics.

Format: Hardback
Length: 370 pages
Publication date: 08 November 2022
Publisher: De Gruyter

This comprehensive book delves into the cutting-edge advancements in the domains of visual AI, image processing, and computer vision. It presents a thorough exploration of fundamental techniques such as image pre-processing, feature extraction, and enhancement, alongside their applications in diverse fields like biometrics, healthcare, neuroscience, and forensics. The book showcases a wide range of algorithms, processes, innovative architectures, and remarkable results that underpin machine intelligence, providing a detailed execution flow of models. By presenting a comprehensive overview of these evolving technologies, this book serves as a valuable resource for researchers, practitioners, and enthusiasts alike, fostering a deeper understanding of the potential of visual AI and its applications in modern society.

Introduction:
The field of visual AI, image processing, and computer vision has witnessed remarkable advancements in recent years, driven by the ever-growing demand for intelligent systems that can analyze and interpret visual data. This book aims to provide a comprehensive and up-to-date exploration of the latest developments in these areas, covering a wide range of topics and applications.
Visual AI:
Visual AI encompasses a wide range of techniques and algorithms aimed at extracting meaningful information from images and videos. It involves tasks such as object detection, facial recognition, scene understanding, and autonomous driving. The book delves into the latest advancements in deep learning, convolutional neural networks, and other machine learning models, highlighting their ability to accurately classify and recognize objects in complex environments.
Image Processing:
Image processing plays a crucial role in various applications, including medical imaging, surveillance, and remote sensing. The book discusses advanced techniques such as image enhancement, restoration, and segmentation, which enable the extraction of valuable features from images. It also explores the use of deep learning for image analysis, including tasks like object detection and classification.
Computer Vision:
Computer vision involves the development of algorithms and systems that can interpret and understand visual scenes. It encompasses tasks such as object tracking, scene reconstruction, and autonomous navigation. The book explores the latest developments in computer vision, including deep learning-based methods, 3D vision, and visual odometry.
Applications:
The book showcases the applications of visual AI, image processing, and computer vision in various industries. It discusses the use of these technologies in healthcare, where they are used for diagnosis, treatment planning, and medical image analysis. It also explores their applications in biometrics, where they are used for secure authentication and identification.
Conclusion:
In conclusion, this book provides a comprehensive and in-depth exploration of the latest developments in the fields of visual AI, image processing, and computer vision. It serves as a valuable resource for researchers, practitioners, and enthusiasts alike, fostering a deeper understanding of the potential of these technologies and their applications in modern society.

Weight: 739g
Dimension: 240 x 170 (mm)
ISBN-13: 9783110756678