Details

Autor(en) / Beteiligte

• Jonietz, Christof
• Monari, Eduardo
• Chengchao Qu

Titel

Towards Touchless Palm and Finger Detection for Fingerprint Extraction with Mobile Devices

Ist Teil von

• 2015 International Conference of the Biometrics Special Interest Group (BIOSIG), 2015, p.1-8

Ort / Verlag

Gesellschaft fuer Informatik

Erscheinungsjahr

2015

Quelle

IEEE Electronic Library (IEL)

Beschreibungen/Notizen

• In this paper, contactless palm and finger detection for biometric fingerprint verification/identification process with mobile devices is considered. In order to speed up the border checking verification process, we focus on capturing the whole palm in order to extract each fingertip instead of successively capturing each fingertip. The workflow comprises palm detection in order to detect the skin region within the image prior to detection of fingertips. A machine learning based algorithm with \glspl{ACF} adopted for palm detection is considered. Furthermore, a geometric shape based approach for fingertip detection has been designed to reconstruct long lines along fingers. Results demonstrate the performance of both algorithms.