Extraction of intersecting palm-vein and palmprint features for cancellable identity verification

Jaekwon Lee; Beom Seok Oh; Kar Ann Toh

doi:10.1049/cit2.12277

Extraction of intersecting palm-vein and palmprint features for cancellable identity verification

Jaekwon Lee, Beom Seok Oh, Kar Ann Toh

Department of Electrical and Electronic Engineering

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Abstract

A novel method based on the cross-modality intersecting features of the palm-vein and the palmprint is proposed for identity verification. Capitalising on the unique geometrical relationship between the two biometric modalities, the cross-modality intersecting points provides a stable set of features for identity verification. To facilitate flexibility in template changes, a template transformation is proposed. While maintaining non-invertibility, the template transformation allows transformation sizes beyond that offered by the conventional means. Extensive experiments using three public palm databases are conducted to verify the effectiveness the proposed system for identity recognition.

Original language	English
Pages (from-to)	69-86
Number of pages	18
Journal	CAAI Transactions on Intelligence Technology
Volume	9
Issue number	1
DOIs	https://doi.org/10.1049/cit2.12277
Publication status	Published - 2024 Feb

Bibliographical note

Publisher Copyright:
© 2024 The Authors. CAAI Transactions on Intelligence Technology published by John Wiley & Sons Ltd on behalf of The Institution of Engineering and Technology and Chongqing University of Technology.

All Science Journal Classification (ASJC) codes

Information Systems
Human-Computer Interaction
Computer Vision and Pattern Recognition
Computer Networks and Communications
Artificial Intelligence

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10.1049/cit2.12277

Cite this

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title = "Extraction of intersecting palm-vein and palmprint features for cancellable identity verification",

abstract = "A novel method based on the cross-modality intersecting features of the palm-vein and the palmprint is proposed for identity verification. Capitalising on the unique geometrical relationship between the two biometric modalities, the cross-modality intersecting points provides a stable set of features for identity verification. To facilitate flexibility in template changes, a template transformation is proposed. While maintaining non-invertibility, the template transformation allows transformation sizes beyond that offered by the conventional means. Extensive experiments using three public palm databases are conducted to verify the effectiveness the proposed system for identity recognition.",

keywords = "biometrics, hand vein recognition, hand-based biometrics, multi-biometrics, palmprint recognition",

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AU - Toh, Kar Ann

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AB - A novel method based on the cross-modality intersecting features of the palm-vein and the palmprint is proposed for identity verification. Capitalising on the unique geometrical relationship between the two biometric modalities, the cross-modality intersecting points provides a stable set of features for identity verification. To facilitate flexibility in template changes, a template transformation is proposed. While maintaining non-invertibility, the template transformation allows transformation sizes beyond that offered by the conventional means. Extensive experiments using three public palm databases are conducted to verify the effectiveness the proposed system for identity recognition.

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KW - hand-based biometrics

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Extraction of intersecting palm-vein and palmprint features for cancellable identity verification

Abstract

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