{"product_id":"9780081007129","title":"Human Recognition in Unconstrained Environments: Using Computer Vision, Pattern Recognition and Machine Learning Methods for Biometrics","description":"\u003cp\u003eThis book provides a unique picture of the complete ‘in-the-wild’ biometric recognition processing chain; from data acquisition through to detection, segmentation, encoding, and matching reactions against security incidents.\u003c\/p\u003e \u003cb\u003e \u003c\/b\u003e\u003cp\u003eCoverage includes:\u003c\/p\u003e \u003cul\u003e \u003cp\u003e\u003c\/p\u003e\n\u003cli\u003eData hardware architecture fundamentals\u003c\/li\u003e\n\u003cli\u003eBackground subtraction of humans in outdoor scenes \u003c\/li\u003e\n\u003cli\u003eCamera synchronization\u003c\/li\u003e\n\u003cli\u003eBiometric traits: Real-time detection and data segmentation\u003c\/li\u003e\n\u003cli\u003eBiometric traits: Feature encoding \/ matching \u003c\/li\u003e\n\u003cli\u003eFusion at different levels\u003c\/li\u003e\n\u003cli\u003eReaction against security incidents\u003c\/li\u003e\n\u003cli\u003eEthical issues in non-cooperative biometric recognition in public spaces\u003c\/li\u003e \u003cp\u003eWith this book readers will learn how to:\u003c\/p\u003e \u003cul\u003e \u003c\/ul\u003e\n\u003cli\u003eUse computer vision, pattern recognition and machine learning methods for biometric recognition in real-world, real-time settings, especially those related to forensics and security\u003c\/li\u003e\n\u003cli\u003eChoose the most suited biometric traits and recognition methods for uncontrolled settings\u003c\/li\u003e\n\u003cli\u003eEvaluate the performance of a biometric system on real world data\u003c\/li\u003e\n\u003c\/ul\u003e\u003cul\u003e\n\u003cli\u003ePresents a complete picture of the biometric recognition processing chain, ranging from data acquisition to the reaction procedures against security incidents\u003c\/li\u003e\n\u003cli\u003eProvides specific requirements and issues behind each typical phase of the development of a robust biometric recognition system \u003c\/li\u003e\n\u003cli\u003eIncludes a contextualization of the ethical\/privacy issues behind the development of a covert recognition system which can be used for forensics and security activities\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Elsevier Science","offers":[{"title":"Default Title","offer_id":47119646753008,"sku":"9780081007129","price":123.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9780081007129_p0.jpg?v=1763638698","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9780081007129","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}