具有模式识别元素的高动态范围摄像机

2018 IEEE 38th International Conference on Electronics and Nanotechnology (ELNANO) Pub Date : 2018-04-24 DOI:10.1109/ELNANO.2018.8477556

A. Sergiyenko, P. Serhiienko, Juriy Zorin

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引用次数: 3

摘要

讨论了高动态范围(HDR)图像处理系统的开发问题。HDR图像在医学图像处理和模式识别中有着广泛的应用。提出了一种用于HDR图像压缩的改进的Retinex方法，用自适应滤波器代替双边滤波器。这种保边滤波器是基于哈里斯-拉普拉斯检测器和带调节核的高斯滤波器。检测器的输出给出了图像局部属性的信息，有助于进行有效的模式识别。实验用HDR摄像机是建立在莱迪思HDR-60板的基础上的。

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High Dynamic Range Video Camera with Elements of the Pattern Recognition

The issues of development of the system for the high dynamic range (HDR) image processing are considered. The HDR images are often used in the medical image processing and pattern recognition. The modified Retinex method for the HDR image compression is proposed, in which the bilateral filter is substituted by the adaptive filter. This edge-preserving filter is based on the Harris-Laplace detectors, and on the Gauss filter with the regulated kernel. The detector outputs give the information about the local properties of the image and can help to perform the effective pattern recognition. The experimental HDR video camera is built on the base of the Lattice HDR-60 board.

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2018 IEEE 38th International Conference on Electronics and Nanotechnology (ELNANO)

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