Handbook of Face Recognition
Li, Stan Z., Jain, Anil K., Deng, Jiankang
- 出版商: Springer
- 出版日期: 2024-01-03
- 售價: $7,710
- 貴賓價: 9.5 折 $7,325
- 語言: 英文
- 頁數: 469
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031435664
- ISBN-13: 9783031435669
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相關主題
商品描述
The history of computer-aided face recognition dates to the 1960s, yet the problem of automatic face recognition - a task that humans perform routinely and effortlessly in our daily lives - still poses great challenges, especially in unconstrained conditions.
This highly anticipated new edition provides a comprehensive account of face recognition research and technology, spanning the full range of topics needed for designing operational recognition systems. After a thorough introduction, each subsequent chapter focuses on a specific topic, reviewing background information, up-to-date techniques, and recent results, as well as offering challenges and future directions.
Topics and features:
- Fully updated, revised, and expanded, covering the entire spectrum of concepts, methods, and algorithms for automated detection and recognition systems
- Provides comprehensive coverage of face detection, alignment, feature extraction, and recognition technologies, and issues in evaluation, systems, security, and applications
- Contains numerous step-by-step algorithms
- Describes a broad range of applications from person verification, surveillance, and security, to entertainment
- Presents contributions from an international selection of preeminent experts
- Integrates numerous supporting graphs, tables, charts, and performance data
This practical and authoritative reference is an essential resource for researchers, professionals and students involved in image processing, computer vision, biometrics, security, Internet, mobile devices, human-computer interface, E-services, computer graphics and animation, and the computer game industry.
商品描述(中文翻譯)
電腦輔助人臉辨識的歷史可以追溯到1960年代,然而自動人臉辨識這個問題仍然在無限制的條件下帶來了巨大的挑戰,儘管這是人類在日常生活中經常且輕鬆地完成的任務。
這本備受期待的新版提供了人臉辨識研究和技術的全面介紹,涵蓋了設計操作性辨識系統所需的所有主題。在詳細的介紹之後,每個後續章節都專注於特定主題,回顧背景資訊、最新技術和最近的研究結果,同時提供挑戰和未來發展方向。
主題和特點:
- 全面更新、修訂和擴展,涵蓋了自動檢測和辨識系統的概念、方法和算法的整個範譜
- 提供了人臉檢測、對齊、特徵提取和辨識技術的全面介紹,以及評估、系統、安全性和應用領域的問題
- 包含了眾多逐步算法
- 描述了從人員驗證、監視和安全到娛樂等廣泛應用的範例
- 包含了來自國際頂尖專家的貢獻
- 整合了大量支援性的圖表、表格、圖表和性能數據
這本實用且權威的參考資料是從事影像處理、電腦視覺、生物識別、安全、互聯網、移動設備、人機界面、電子服務、電腦圖形和動畫以及電腦遊戲行業的研究人員、專業人士和學生的必備資源。
作者簡介
Dr. Stan Z. Li is Chair Professor of Artificial Intelligence at Westlake University, Hangzhou, China. His Springer titles include Encyclopedia of Biometrics (with Dr. Jain) and Handbook of Remote Biometrics, among others.
Dr. Anil K. Jain is a University Distinguished Professor in the Department of Computer Science and Engineering at Michigan State University, USA. His Springer titles include Introduction to Biometrics and Handbook of Fingerprint Recognition, among others.
Jiankang Deng is a researcher and honorary lecturer at the Department of Computing, Imperial College London, UK. He is one of the main contributors to the widely used open-source platform Insight face.
作者簡介(中文翻譯)
Dr. Stan Z. Li 是中國杭州西湖大學的人工智慧講座教授。他在Springer出版的書籍中包括與Dr. Jain合著的《生物特徵學百科全書》和《遠程生物特徵學手冊》,以及其他作品。
Dr. Anil K. Jain 是美國密歇根州立大學計算機科學和工程系的傑出教授。他在Springer出版的書籍中包括《生物特徵學入門》和《指紋識別手冊》,以及其他作品。
Jiankang Deng 是英國倫敦帝國學院計算機科學系的研究員和名譽講師。他是廣泛使用的開源平台Insight face的主要貢獻者。