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Books > Computing & IT > Applications of computing > Artificial intelligence
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Contactless 3D Fingerprint Identification (Paperback, Softcover reprint of the original 1st ed. 2018)
Loot Price: R1,305
Discovery Miles 13 050
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Contactless 3D Fingerprint Identification (Paperback, Softcover reprint of the original 1st ed. 2018)
Series: Advances in Computer Vision and Pattern Recognition
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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including novel and previously unpublished research.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.
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