{"product_id":"advanced-image-analysis-and-recognition-stochastic-processes-and-pattern-recognition-in-image-processing-9798897246014","title":"Advanced Image Analysis and Recognition: Stochastic Processes and Pattern Recognition in Image Processing","description":"\u003cp\u003e • Author(s): Laxmi Narayan Soni\u003cbr\u003e • Publisher: Notion Press\u003cbr\u003e • Publisher Imprint: Notion Press\u003cbr\u003e • BISAC: Computers \u0026amp; Technology\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eIn 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.\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003eWhether you're an academic researcher, a machine learning engineer, or an AI enthusiast, this book offers: \u003c\/p\u003e\u003cp\u003e✔ In-depth explanations of stochastic models used in image analysis\u003c\/p\u003e\u003cp\u003e✔ Step-by-step mathematical formulations and their practical implementations\u003c\/p\u003e\u003cp\u003e✔ Real-world applications in medical imaging, autonomous systems, and remote sensing\u003c\/p\u003e\u003cp\u003e✔ Hands-on techniques for enhancing object detection, segmentation, and classification\u003c\/p\u003e\u003cp\u003eWith 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.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46402527527063,"sku":"9798897246014","price":1337.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798897246014.webp?v=1769060576","url":"https:\/\/atlanticbooks.com\/products\/advanced-image-analysis-and-recognition-stochastic-processes-and-pattern-recognition-in-image-processing-9798897246014","provider":"Atlantic Books","version":"1.0","type":"link"}