Touchless Fingerprint Biometrics (Series in Security, Privacy and Trust)
暫譯: 無接觸指紋生物識別技術(安全、隱私與信任系列)
Ruggero Donida Labati, Vincenzo Piuri, Fabio Scotti
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商品描述
Offering the first comprehensive analysis of touchless fingerprint-recognition technologies, Touchless Fingerprint Biometrics gives an overview of the state of the art and describes relevant industrial applications. It also presents new techniques to efficiently and effectively implement advanced solutions based on touchless fingerprinting.
The most accurate current biometric technologies in touch-based fingerprint-recognition systems require a relatively high level of user cooperation to acquire samples of the concerned biometric trait. With the potential for reduced constraints, reduced hardware costs, quicker acquisition time, wider usability, and increased user acceptability, this book argues for the potential superiority of touchless biometrics over touch-based methods.
The book considers current problems in developing high-accuracy touchless recognition technology. It discusses factors such as shadows, reflections, complex backgrounds, distortions due to perspective effects, uncontrolled finger placement, inconstant resolution of the ridge pattern, and reconstruction and processing of three-dimensional models. The last section suggests what future work can be done to increase accuracy in touchless systems, such as intensive studies on extraction and matching methods and three-dimensional analytical capabilities within systems.
In a world where usability and mobility have increasing relevance, Touchless Fingerprint Biometrics demonstrates that touchless technologies are also part of the future. A presentation of the state of the art, it introduces you to the field and its immediate future directions.
商品描述(中文翻譯)
提供首個全面分析無接觸指紋識別技術的著作《無接觸指紋生物識別》,概述了當前的技術狀態並描述了相關的工業應用。它還提出了有效且高效實施基於無接觸指紋的先進解決方案的新技術。
目前在基於觸控的指紋識別系統中,最準確的生物識別技術需要用戶相對高的合作程度來獲取相關生物特徵的樣本。這本書主張無接觸生物識別技術在減少限制、降低硬體成本、縮短獲取時間、擴大可用性和提高用戶接受度方面的潛在優越性,超越基於觸控的方法。
本書考慮了開發高精度無接觸識別技術的當前問題。討論了影響因素,如陰影、反射、複雜背景、由透視效應造成的失真、無法控制的手指放置、脊紋圖案的分辨率不穩定,以及三維模型的重建和處理。最後一部分建議未來可以進行的工作,以提高無接觸系統的準確性,例如對提取和匹配方法及系統內的三維分析能力進行深入研究。
在可用性和移動性日益重要的世界中,《無接觸指紋生物識別》展示了無接觸技術也是未來的一部分。這本書介紹了當前的技術狀態,並引導您了解該領域及其即將到來的發展方向。