{"product_id":"9780081007051","title":"Human Recognition in Unconstrained Environments : Using Computer Vision, Pattern Recognition and Machine Learning Methods for Biometrics by Hugo Pedro Proenca","description":"Human Recognition in Unconstrained Environments 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.      Coverage includes:     Data hardware architecture fundamentals Background subtraction of humans in outdoor scenes  Camera synchronization Biometric traits: Real-time detection and data segmentation Biometric traits: Feature encoding \/ matching  Fusion at different levels Reaction against security incidents Ethical issues in non-cooperative biometric recognition in public spaces  With this book readers will learn how to:    Use computer vision, pattern recognition and machine learning methods for biometric recognition in real-world, real-time settings, especially those related to forensics and security Choose the most suited biometric traits and recognition methods for uncontrolled settings Evaluate the performance of a biometric system on real world data\u003cbr\u003eBinding: Hardback","brand":"Gardners","offers":[{"title":"Default Title","offer_id":56222725439861,"sku":"9780081007051","price":100.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0612\/7193\/3106\/files\/9780081007051.jpg?v=1762212999","url":"https:\/\/backstory.london\/products\/9780081007051","provider":"Backstory","version":"1.0","type":"link"}