Handbook of Biometric Anti-Spoofing: Presentation Attack Detection (Advances in Computer Vision and Pattern Recognition)
暫譯: 生物識別防欺騙手冊:呈現攻擊檢測(計算機視覺與模式識別進展)
- 出版商: Springer
- 出版日期: 2019-01-15
- 售價: $6,600
- 貴賓價: 9.5 折 $6,270
- 語言: 英文
- 頁數: 519
- 裝訂: Hardcover
- ISBN: 3319926268
- ISBN-13: 9783319926261
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相關分類:
Computer Vision
海外代購書籍(需單獨結帳)
商品描述
This authoritative and comprehensive handbook is the definitive work on the current state of the art of Biometric Presentation Attack Detection (PAD) – also known as Biometric Anti-Spoofing. Building on the success of the previous, pioneering edition, this thoroughly updated second edition has been considerably expanded to provide even greater coverage of PAD methods, spanning biometrics systems based on face, fingerprint, iris, voice, vein, and signature recognition. New material is also included on major PAD competitions, important databases for research, and on the impact of recent international legislation. Valuable insights are supplied by a selection of leading experts in the field, complete with results from reproducible research, supported by source code and further information available at an associated website.
Topics and features: reviews the latest developments in PAD for fingerprint biometrics, covering optical coherence tomography (OCT) technology, and issues of interoperability; examines methods for PAD in iris recognition systems, and the application of stimulated pupillary light reflex for this purpose; discusses advancements in PAD methods for face recognition-based biometrics, such as research on 3D facial masks and remote photoplethysmography (rPPG); presents a survey of PAD for automatic speaker recognition (ASV), including the use of convolutional neural networks (CNNs), and an overview of relevant databases; describes the results yielded by key competitions on fingerprint liveness detection, iris liveness detection, and software-based face anti-spoofing; provides analyses of PAD in fingervein recognition, online handwritten signature verification, and in biometric technologies on mobile devicesincludes coverage of international standards, the E.U. PSDII and GDPR directives, and on different perspectives on presentation attack evaluation.This text/reference is essential reading for anyone involved in biometric identity verification, be they students, researchers, practitioners, engineers, or technology consultants. Those new to the field will also benefit from a number of introductory chapters, outlining the basics for the most important biometrics.
商品描述(中文翻譯)
這本權威且全面的手冊是有關生物識別呈現攻擊檢測(Biometric Presentation Attack Detection, PAD)— 也稱為生物識別防偽的最新技術的權威著作。在前一版的成功基礎上,這本徹底更新的第二版已大幅擴展,提供了更全面的PAD方法涵蓋,涵蓋基於面部、指紋、虹膜、聲音、靜脈和簽名識別的生物識別系統。新材料還包括主要的PAD競賽、重要的研究數據庫以及近期國際立法的影響。該領域的多位領先專家提供了寶貴的見解,並附有可重複研究的結果,支持的源代碼和進一步的信息可在相關網站上獲得。
主題和特點:回顧指紋生物識別的PAD最新發展,涵蓋光學相干斷層掃描(Optical Coherence Tomography, OCT)技術及互操作性問題;檢視虹膜識別系統中的PAD方法,以及為此目的應用的刺激性瞳孔光反射;討論基於面部識別的生物識別PAD方法的進展,例如對3D面具和遠程光電容積描記法(remote photoplethysmography, rPPG)的研究;提供自動說話者識別(Automatic Speaker Verification, ASV)PAD的調查,包括卷積神經網絡(Convolutional Neural Networks, CNNs)的使用,以及相關數據庫的概述;描述指紋活性檢測、虹膜活性檢測和基於軟體的面部防偽的主要競賽所產生的結果;分析指靜脈識別、在線手寫簽名驗證以及移動設備上的生物識別技術中的PAD;涵蓋國際標準、歐盟PSDII和GDPR指令,以及對呈現攻擊評估的不同觀點。
這本文本/參考書對於任何參與生物識別身份驗證的人來說都是必讀的,不論是學生、研究人員、從業者、工程師或技術顧問。對於新進入該領域的人,還將受益於幾個介紹性章節,概述最重要的生物識別技術的基礎知識。