Advanced Image Analysis and Recognition: Stochastic Processes and Pattern Recognition in Image Processing - Couverture souple

Laxmi Narayan Soni

Couverture souple

ISBN 13 : 9798897246014

Editeur : Notion Press, 2025

Synopsis

In an era where artificial intelligence and computational imaging are transforming industries, Stochastic Processes and Pattern Recognition in Image Processing serves as a comprehensive guide to mastering probabilistic models, image segmentation, and pattern recognition techniques.

This book explores the intersection of stochastic processes and computer vision, bridging fundamental mathematical theories with real-world applications. Covering topics such as Markov random fields, Bayesian inference, probabilistic deep learning, and graph-based segmentation, this book is designed to provide both students and professionals with the knowledge and tools necessary to build robust image processing algorithms.

Whether you're an academic researcher, a machine learning engineer, or an AI enthusiast, this book offers:
✔ In-depth explanations of stochastic models used in image analysis
✔ Step-by-step mathematical formulations and their practical implementations
✔ Real-world applications in medical imaging, autonomous systems, and remote sensing
✔ Hands-on techniques for enhancing object detection, segmentation, and classification

With a structured approach, practical examples, and advanced methodologies, this book is an indispensable resource for anyone looking to explore the power of probabilistic reasoning in image processing.

 

Détails de l'édition

• Éditeur: Notion Press
• Date d'édition: 2025
• Langue: anglais
• ISBN 13: 9798897246014
• Reliure: Broché
• Nombre de pages: 48
• Coordonnées du fabricant: non disponible
• Personne responsable: KreGa Onlinehandel GmbH; 4950000000000; info@krega-onlinehandel.de; ; Birkenweg 31; Brakel; 33034; Allemagne