Computer Vision for Assistive Healthcare (Computer Vision and Pattern Recognition)
暫譯: 輔助醫療的電腦視覺(電腦視覺與模式識別)
- 出版商: Academic Press
- 出版日期: 2018-05-16
- 售價: $5,130
- 貴賓價: 9.5 折 $4,874
- 語言: 英文
- 頁數: 396
- 裝訂: Paperback
- ISBN: 0128134453
- ISBN-13: 9780128134450
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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
Computer Vision for Assistive Healthcare describes how advanced computer vision techniques provide tools to support common human needs, such as mental functioning, personal mobility, sensory functions, daily living activities, image processing, pattern recognition, machine learning and how language processing and computer graphics cooperate with robotics to provide such tools. Users will learn about the emerging computer vision techniques for supporting mental functioning, algorithms for analyzing human behavior, and how smart interfaces and virtual reality tools lead to the development of advanced rehabilitation systems able to perform human action and activity recognition.
In addition, the book covers the technology behind intelligent wheelchairs, how computer vision technologies have the potential to assist blind people, and about the computer vision-based solutions recently employed for safety and health monitoring.
- Gives the state-of-the-art computer vision techniques and tools for assistive healthcare
- Includes a broad range of topic areas, ranging from image processing, pattern recognition, machine learning to robotics, natural language processing and computer graphics
- Presents a wide range of application areas, ranging from mobility, sensory substitution, and safety and security, to mental and physical rehabilitation and training
- Written by leading researchers in this growing field of research
- Describes the outstanding research challenges that still need to be tackled, giving researchers good indicators of research opportunities
商品描述(中文翻譯)
《輔助醫療的電腦視覺》描述了先進的電腦視覺技術如何提供工具以支持人類的基本需求,例如心理功能、個人移動、感官功能、日常生活活動、影像處理、模式識別、機器學習,以及語言處理和電腦圖形如何與機器人技術合作以提供這些工具。使用者將學習到支持心理功能的新興電腦視覺技術、人類行為分析的演算法,以及智能介面和虛擬實境工具如何促進先進的康復系統的發展,這些系統能夠執行人類行動和活動識別。
此外,本書還涵蓋了智能輪椅背後的技術,電腦視覺技術如何有潛力協助盲人,以及最近採用的基於電腦視覺的安全和健康監測解決方案。
- 提供輔助醫療的最先進電腦視覺技術和工具
- 包含廣泛的主題範疇,從影像處理、模式識別、機器學習到機器人技術、自然語言處理和電腦圖形
- 展示多樣的應用領域,從移動、感官替代、安全與保安,到心理和身體康復及訓練
- 由該領域的領先研究者撰寫
- 描述仍需解決的突出研究挑戰,為研究者提供良好的研究機會指標