{"product_id":"andrew-beng-jin-teoh-advanced-biometrics-with-deep-learning-9783039366989","title":"Advanced Biometrics with Deep Learning","description":"Biometrics, such as fingerprint, iris, face, hand print, hand vein, speech and gait recognition, etc., as a means of identity management have become commonplace nowadays for various applications. Biometric systems follow a typical pipeline, that is composed of separate preprocessing, feature extraction and classification. Deep learning as a data-driven representation learning approach has been shown to be a promising alternative to conventional data-agnostic and handcrafted pre-processing and feature extraction for biometric systems. Furthermore, deep learning offers an end-to-end learning paradigm to unify preprocessing, feature extraction, and recognition, based solely on biometric data. This Special Issue has collected 12 high-quality, state-of-the-art research papers that deal with challenging issues in advanced biometric systems based on deep learning. The 12 papers can be divided into 4 categories according to biometric modality; namely, face biometrics, medical electronic signals (EEG and ECG), voice print, and others.","brand":"MDPI AG","offers":[{"title":"Default Title","offer_id":53701012422998,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9783039366989_1.jpg?v=1778865518","url":"https:\/\/www.momoxbooks.com\/products\/andrew-beng-jin-teoh-advanced-biometrics-with-deep-learning-9783039366989","provider":"momoxbooks","version":"1.0","type":"link"}