{"product_id":"optimization-for-computer-vision-an-introduction-to-core-concepts-and-methods-9781447170655","title":"Optimization for Computer Vision: An Introduction to Core Concepts and Methods","description":"\u003cp\u003e • Author(s): Marco Alexander Treiber\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Software Development \u0026amp; Engineering - Computer Graphics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eOptimization plays an invaluable role in the exciting and rapidly developing field of computer vision, yet this importance is often overlooked in the literature.\u003c\/p\u003e\u003cp\u003eThis practical and authoritative text\/reference presents a broad introduction to the optimization methods used specifically in computer vision. In order to facilitate understanding, the presentation of the methods is supplemented by simple flow charts, followed by pseudocode implementations that reveal deeper insights into their mode of operation. These discussions are further supported by examples taken from important applications in computer vision.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTopics and features: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eProvides a comprehensive overview of computer vision-related optimization\u003c\/li\u003e\n\u003cli\u003eCovers a range of techniques from classical iterative multidimensional optimization to cutting-edge topics of graph cuts and GPU-suited total variation-based optimization\u003c\/li\u003e\n\u003cli\u003eDescribes in detail the optimization methods employed in computer vision applications\u003c\/li\u003e\n\u003cli\u003eIlluminates key concepts with clearly written and step-by-step explanations\u003c\/li\u003e\n\u003cli\u003ePresents detailed information on implementation, including pseudocode for most methods\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis easy-to-follow and applications-focused book is an essential resource for researchers and practitioners seeking guidance on implementing specific methods in computer vision.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMarco Alexander Treiber\u003c\/b\u003e is a software developer at ASM Assembly Systems, Munich, Germany, where he is Technical Lead in Image Processing for the Vision System of SiPlace placement machines, used in SMT assembly. Among his other publications is the successful Springer title \u003ci\u003eAn Introduction to Object Recognition\u003c\/i\u003e.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45274788987031,"sku":"9781447170655","price":9460.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781447170655.webp?v=1769280949","url":"https:\/\/atlanticbooks.com\/products\/optimization-for-computer-vision-an-introduction-to-core-concepts-and-methods-9781447170655","provider":"Atlantic Books","version":"1.0","type":"link"}