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Advanced Image Analysis and Recognition: Stochastic Processes and Pattern Recognition in Image Processing

by Laxmi Narayan Soni
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Current price ₹1,337.00
Original price ₹1,425.00
Original price ₹1,425.00
Original price ₹1,425.00
(-6%)
₹1,337.00
Current price ₹1,337.00

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Book cover type: Paperback
  • ISBN13: 9798897246014
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Notion Press
  • Publisher Imprint: Notion Press
  • Publication Date:
  • Pages: 50
  • Original Price: USD 14.99
  • Language: English
  • Edition: N/A
  • Item Weight: 82 grams
  • BISAC Subject(s): Computers & Technology

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.

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