《影像全谱人脸识别》，第二版

English | 2024 | ISBN: 978-981-97-2059-0 | 360 pages | True EPUB PDF | 77 MB

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!

让我们踏上一本关于人脸识别（FR）系统近期 groundbreaking 发展的第二版之旅。最初设计时为受控条件，人脸识别系统已进化以征服现实生活中的挑战，并适应低光环境和远程距离。我们的书深入探讨了成像传感器和低成本红外（IR）相机的进步带来的转变，探索增强的近红外（NIR）、短波IR（SWIR）、中波IR（MWIR）以及长波IR（LWIR）图像。本版面向快速增长的人脸识别技术兴趣，与近期计算机视觉、模式识别和生物特征分析的进步保持一致。本书专为生物特征研究人员、实践者和技术学生准备，以解决在操作环境中的人脸识别算法的需求。书中包含三个全面的章节：(a) 人脸识别与生物特征系统：深入探讨如面部轮廓、面部吸引力、眼周和双眼识别以及基于面部检查的质量训练等主题。(b) 生物特征安全系统及攻击：探索对抗性攻击、域变换器、人口统计学公平性、眼部疾病以及生物特征图像距离分类等问题。(c) 生物特征图像合成和技术提升：揭开人脸合成技术的秘密，红外头部姿态估计，法医检查中的面部图像分析，以及最佳的计算机显示器配置。本书拥有13个精心编写的章节，提供了最新的见解、实验发现和未来路线图。每个章节都深入探讨其特定主题，结合背景信息、文献综述、方法论、实验结果，并以问题和未来的方向结束。提升你对不断发展的人脸识别技术的理解——未来正待来临！

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