用于光照不变跟踪的高光谱视频

A. Banerjee, P. Burlina, Joshua B. Broadwater
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引用次数: 34

摘要

电子和传感器设计的最新进展使高光谱视频摄像机的发展成为可能,它可以以接近视频的速率捕获高光谱数据。在这项工作中,我们展示了高速高光谱成像如何用于解决视频监控中的几个具有挑战性的问题。特别地,我们将传统的高光谱图像分析方法与计算机视觉相结合,实现了光照不变的运动检测和目标跟踪。利用真实的高光谱视频图像进行了实验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hyperspectral video for illumination-invariant tracking
Recent advances in electronics and sensor design have enabled the development of a hyperspectral video camera, which can capture hyperspectral datacubes at near video rates. In this work, we show how high-speed hyperspectral imaging can be used to address several challenging problems in video surveillance. In particular, we combine traditional methods for hyperspectral image analysis and computer vision to achieve illumination-invariant motion detection and object tracking. Experiments using real hyperspectral video images are provided.
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