多光谱和智能感知

English | 2024 | ISBN: 9819745497 | 181 Pages | PDF EPUB (True) | 17 MB

This book provides a concise overview of intelligent technologies for vision and sensing, with a particular focus on their applications in various multispectral configurations, including safety monitoring in rural areas. Within the realm of intelligent perception and contemporary healthcare, the book emphasizes the real-time monitoring, analysis, and prediction of vital signals using biomedical optical sensors. This approach aims to offer more adaptable and personalized services within the medical health management domain. Furthermore, the book delves into the comprehensive comprehension of physiological signals and additional data sources, such as environmental and motion data. The goal is to enhance the breadth and depth of data analysis, providing more integrated support for the life and health sector. Additionally, the book explores the implementation of edge intelligence algorithms at the sensor level to enable real-time analysis, enhancing the efficiency of sensor data processing and utilization. Detailed explanations of the configuration and deployment of an active vision camera system featuring an integrated edge algorithm are provided to elucidate the coordination and communication mechanisms of edge intelligence technology across multiple edge devices. A specific application case is then presented—the universal camera jamming system—which underscores the benefits of intelligent sensing fusion for tasks such as attitude and position recognition, as well as self-feedback excitation jamming.

这本书提供了视觉和传感智能技术的简洁概述，特别关注它们在各种多光谱配置中的应用，包括农村地区的安全监测。在智能感知领域和当代医疗保健中，本书强调了使用生物医学光学传感器实时监控、分析和预测生命信号的重要性。这一方法旨在为医疗服务管理领域的服务提供更加灵活和个性化的支持。此外，这本书深入探讨了生理信号及其他数据源的全面理解，包括环境和运动数据。目标是提高数据分析的广度和深度，为生活和健康领域提供更集成的支持。同时，本书还探索了在传感器层级上实施边缘智能算法的可能性，以实现实时分析，从而增强传感器数据处理和利用的效率。详细说明了一个集成边缘算法的主动视觉相机系统的配置和部署过程，以便阐明边缘智能技术在多个边缘设备之间协调和通信机制。然后介绍一个具体的应用案例——通用摄像干扰系统，强调了智能传感融合对姿态和位置识别以及自反馈干扰控制任务的好处。

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