Machine Vision on FPGA for Recognition of Road Signs

This paper mainly aimed to evaluate the performance of a high level Histogram of Oriented Gradients (i.e., HOG) calculations on labeled image instead of low level block processing on the entire image in pattern recognition and specifically investigate its effectiveness on road sign identification. It was shown that by calculating HOG on the contours of segmented image, not only the final results are promising, but also the amount of processing is significantly reduced and a higher speed is gained.

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Характеристики товара

Ширина упаковки1
Высота упаковки1
Глубина упаковки1
Количество страниц96
Год выпуска2014
Автор на обложкеAshkan Hashemi
Язык изданияАнглийский
ИздательствоLAP Lambert Academic Publishing

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