商品描述
Embark on a journey through the recent groundbreaking developments in face recognition (FR) systems with our second edition. Initially designed for controlled conditions, FR systems have evolved to conquer real-world challenges, adapting to low-light scenarios and extended distances. Our book delves into the transformation brought about by advancements in imaging sensors and cost-effective infrared (IR) cameras, exploring intensified near-infrared (NIR), shortwave IR (SWIR), middle-wave IR (MWIR), and long-wave IR (LWIR) imagery. This edition caters to the burgeoning interest in FR technologies, aligning with recent strides in computer vision, pattern recognition, and biometric analysis. Tailored for biometrics researchers, practitioners, and students, it addresses the critical need for FR algorithms in operational environments. Our book encompasses three comprehensive sections: (a) Face Recognition and Biometric Systems: Dive into topics such as face profile, facial attractiveness, periocular and binocular recognition, and quality training for face-based examinations. (b) Biometric System Security and Attacks: Explore adversarial attacks, domain transformers, demographic fairness, ocular pathologies, and distance-based classification of biometric images. (c) Biometric Image Synthesis and Technology Enhancements: Uncover the secrets of face image synthesis, thermal band head pose estimation, facial image analysis in forensic examination, and optimal computer monitor configurations. With 13 meticulously crafted chapters, this edition provides updated insights, experimental findings, and a roadmap for the future. Each chapter delivers a rich exploration of its specific topic, weaving together background information, literature reviews, methodologies, experiments, and concluding with challenges and future directions. Elevate your understanding of evolving face recognition technologies - the future awaits!
商品描述(中文翻譯)
踏上一段旅程，探索我們第二版中最新突破性的人臉識別（FR）系統發展。最初設計用於受控環境，FR系統已經發展到能夠應對現實世界的挑戰，適應低光環境和遠距離。我們的書深入探討了影像感測器和成本效益紅外線（IR）攝像頭的進步所帶來的變革，探索了強化近紅外線（NIR）、短波紅外線（SWIR）、中波紅外線（MWIR）和長波紅外線（LWIR）影像。本版迎合了人們對FR技術日益增長的興趣，與計算機視覺、模式識別和生物特徵分析的最新進展相吻合。針對生物特徵學研究人員、從業人員和學生的需求，本書解決了在操作環境中對FR算法的迫切需求。我們的書包含三個全面的部分：（a）人臉識別和生物特徵系統：深入探討人臉輪廓、面部吸引力、眼周和雙眼識別以及面部檢查的質量培訓等主題。（b）生物特徵系統安全性和攻擊：探索對抗性攻擊、領域轉換器、人口統計公平性、眼部病理和基於距離的生物特徵圖像分類。（c）生物特徵圖像合成和技術增強：揭示人臉圖像合成、熱帶頭部姿勢估計、法醫檢查中的面部圖像分析以及最佳計算機顯示器配置的秘密。本版共有13個精心製作的章節，提供了最新的見解、實驗結果和未來的路線圖。每個章節都對其特定主題進行了深入探討，結合了背景信息、文獻回顧、方法論、實驗，最後提出了挑戰和未來的方向。提升您對不斷發展的人臉識別技術的理解-未來等待著您！
作者簡介
Dr. ThirimachosBourlai is an Associate Professor at the School of Electrical and Computer Engineering, University of Georgia. In addition to his academic role, he holds a Joint Appointment with the Savannah River National Labs. Dr. Bourlai serves as an adjunct faculty at West Virginia University (WVU) in the Lane Department of Computer Science and Engineering, as well as in the School of Medicine.He is the founder and director of the Multi-Spectral Imagery Lab and holds significant editorial roles. Dr. Bourlai is a Series Editor for Advanced Sciences and Technologies for Security Applications, an Associate Editor for the Elsevier Pattern Recognition Journal, and the IET Electronics Letters Journal.In the realm of organizational leadership, he is a member of the Board of Directors at the Document Security Alliance, the former VP on Education of the IEEE Biometrics Council, and a member of the Academic Research and Innovation Expert Group of the Biometrics Institute.Dr. Bourlai's substantial research contributions are evident in his authorship of four notable books with Springer, including "Face Recognition Across the Imaging Spectrum" (2016), "Surveillance in Action" (2018), "Securing Social Identity in Mobile Platforms" (2020), and "Disease Control through Social Network Surveillance" (2022). Complementing his innovative work are three patents and a prolific publication record, encompassing over 140 contributions to journals, conferences, book chapters, and magazines in the domains of computer vision, biometrics, and related fields.
作者簡介(中文翻譯)
Dr. Thirimachos Bourlai是喬治亞大學電機與電腦工程學院的副教授。除了學術職位外，他還在Savannah River National Labs擔任聯合任命。Bourlai博士還在西維吉尼亞大學（WVU）的計算機科學和工程學系以及醫學院擔任兼職教職。他是多光譜影像實驗室的創始人和主任，並擔任重要的編輯職務。Bourlai博士是Springer出版社《高級科學與技術應用於安全應用》系列編輯，Elsevier《模式識別》期刊的副編輯，以及IET《電子信函》期刊的編輯。在組織領導方面，他是文件安全聯盟的董事會成員，IEEE生物識別理事會的前教育副主席，以及生物識別學會學術研究和創新專家組的成員。Bourlai博士在研究領域做出了重要貢獻，他在Springer出版社出版了四本重要著作，包括《跨影像光譜的人臉識別》（2016年）、《監控行動》（2018年）、《在移動平台上保護社會身份》（2020年）和《通過社交網絡監控控制疾病》（2022年）。他的創新工作還獲得了三項專利和豐富的出版記錄，涵蓋了在計算機視覺、生物識別和相關領域的140多篇期刊、會議、專書章節和雜誌的貢獻。
