Titlebook: Handbook of Fingerprint Recognition; Davide Maltoni,Dario Maio,Jianjiang Feng Book 2022Latest edition Springer Nature Switzerland AG 2022

ALERT

Fingerprint Analysis and Representation,icular emphasis is given to robust feature extraction algorithms, trained on large corpuses of real or synthetic data, that can reliably operate on images of various quality encountered in applications.

揉杂

Fingerprint Synthesis,(i) first generate a master fingerprint and then derive multiple impressions (e.g., SFinGe); (ii) generative models (e.g., GAN) for the direct synthesis of fingerprint images. Validation of synthetic generators through large scale experiments is finally presented.

Firefly

难理解

Securing Fingerprint Systems,ques. Template protection techniques are then reviewed by focusing on feature transformations, biometric cryptosystems, and feature adaptions. Recent approaches such as homomorphic encryption of fixed-length representations are introduced, and the chapter concludes with a discussion on current challenges and open issues.

狗窝

reperfusion

Fingerprint Classification and Indexing,ethods or multi-stage matching. Details are provided on minutiae-based and deep learning-based indexing approaches. A systematic comparison of existing techniques on well-known benchmarks in finally presented.

从容

两种语言

Latent Fingerprint Recognition,ues enabling fully automatic (or lights-out operation) processing of latent fingerprints, focusing on recent deep learning-based feature extraction and matching approaches. Specific sections on latent fingerprint quality and performance evaluation are finally provided.

最高峰

Davide Maltoni,Dario Maio,Jianjiang FengUsing the successful formula of previous editions, the book includes recent state-of-the-art techniques.Covers all the major topics, concepts and methods for fingerprint security systems.Contains help

Bureaucracy