Ajay Kumar Contactless 3D Fingerprint Identification 9783319676807

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Автор: Ajay Kumar
Название: Contactless 3D Fingerprint Identification
ISBN: 9783319676807
Издательство: Springer
Классификация:

Биомедицинская техника

Правовые аспекты ИТ

Искусственный интеллект

Распознавание образов

ISBN-10: 3319676806
Обложка/Формат: Hardcover
Вес: 0.37 кг.
Дата издания: 09.11.2018
Серия: Advances in Computer Vision and Pattern Recognition
Язык: English
Издание: 1st ed. 2018
Иллюстрации: 58 illustrations, color; 11 illustrations, black and white; x, 123 p. 69 illus., 58 illus. in color.
Размер: 234 x 156 x 10
Читательская аудитория: General (us: trade)
Основная тема: Computer Science
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This important text/reference presents the first dedicated review of techniques for contactless 3D fingerprint identification, including novel and previously unpublished research. The text provides a systematic introduction to 3D fingerprint identification, covering the latest advancements in contactless 2D and 3D sensing technologies, and detailed discussions on each key aspect in the development of an effective 3D fingerprint identification system.Topics and features: introduces the key concepts and trends in the acquisition and identification of fingerprint images, and a range of 3D fingerprint imaging techniques; proposes a low-cost method for online 3D fingerprint image acquisition, and an efficient 3D fingerprint imaging approach using coloured photometric stereo; describes pre-processing operations on point cloud 3D fingerprint data, and explains the specialized operations for reconstructing 3D fingerprints from live finger scans; examines the representation of minutiae in 3D space, providing details on recovering these features from point cloud data, and on matching such 3D minutiae templates; reviews various 3D fingerprint matching methods, including binary surface code-based approaches and a tetrahedron-based matching approach; discusses the uniqueness of 3D fingerprints, evaluating the benefits of employing 3D fingerprint identification over conventional 2D fingerprint techniques.This unique work is a must-read for all researchers seeking to make further advances in this area, towards the exciting opportunities afforded by contactless 3D fingerprint identification for improving the hygiene, user convenience, and matching accuracy of fingerprint biometric technologies.
Дополнительное описание: Introduction to Trends in Fingerprint Identification.- 3D Fingerprint Image Acquisition Methods.- Contactless and Live 3D Fingerprint Imaging.- 3D Fingerprint Acquisition Using Colored Photometric Stereo.- 3D Fingerprint Image Preprocessing and Enhancemen

Contactless 3D Fingerprint Identification, Ajay Kumar