Segmentation and Separation of Overlapped Latent Fingerprints Algorithms, Techniques, and Datasets /

• Main Authors: Stojanović, Branka (Author, http://id.loc.gov/vocabulary/relators/aut), Marques, Oge (http://id.loc.gov/vocabulary/relators/aut), Nešković, Aleksandar (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: SpringerBriefs in Computer Science,
• Subjects: Biometrics (Biology).; Artificial intelligence.; Biometrics.; Artificial Intelligence.

This Springerbrief presents an overview of problems and technologies behind segmentation and separation of overlapped latent fingerprints, which are two fundamental steps in the context of fingerprint matching systems. It addresses five main aspects: (1) the need for overlapped latent fingerprint se...

Table of Contents:

• 1 Latent fingerprint matching systems
• 2 Latent fingerprint datasets
• 3 Overlapped latent fingerprints segmentation: problem definition
• 4 Machine learning based segmentation of overlapped latent fingerprints
• 5 Overlapped latent fingerprints separation: problem definition
• 6 Machine learning based separation of overlapped latent fingerprints.