复杂场景视觉目标跟踪与回避系统设计流程

T. Gonnot, J. Saniie
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引用次数: 1

摘要

本文介绍了复杂环境下高效实时目标检测与跟踪系统的设计流程。该设计依靠颜色提取、神经网络目标识别和特征提取。此外,该系统还可以识别不同的物体,并预测它们的运动。在许多领域中都需要对目标进行检测和跟踪。一个例子是用于周边保护的防御系统,其中摄像机在短距离检测和识别的情况下更具成本效益。该系统的另一个应用是使用安装在视障人士眼镜框架上的摄像头来检测他们面前的障碍物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design flow for complex scene visual object tracking and avoidance system
This paper presents the design flow of efficient and real-time object detection and tracking system in a complex environment. The design relies on color extraction, target recognition using neural networks and feature extraction. Furthermore, the system is designed to identify different objects and also to predict their movements. There are many domains where the detection and tracking of objects can be required. An example is a defense system for perimeter protection where the camera is more cost effective in the case of short range detection and recognition. Another application of the proposed system is the detection of the obstacles in front of a visually impaired person using cameras mounted on the frame of their eyeglasses.
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