Rotated Haar-Like features at generic angles for objects detection

M. Oualla, A. Sadiq, S. Mbarki
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引用次数: 3

Abstract

This paper propose a new approch to detect rotated object at distinct angles using the Viola-Jones detector. Our idea is based on three key points: The first is to propose a method allowing finding possible angles to rotate a normal Haar-Like feature, without destroy its sides. The tangent of each angle equal to an rational number i.e. each angle equal to arctan(Y/X) where Y and X are integers. The second point is manifested by the use of this rational number to determine the pixels forming the sides of the feature. In the latter, we propose a solution that makes use of this rational number to approximate the Integral image of a rotated feature at a generic angle.
以一般角度旋转Haar-Like特征,用于对象检测
本文提出了一种利用维奥拉-琼斯探测器检测不同角度旋转物体的新方法。我们的想法基于三个关键点:首先是提出一种方法,允许找到可能的角度来旋转正常的haar样特征,而不破坏其侧面。每个角的正切等于一个有理数,即每个角等于arctan(Y/X),其中Y和X是整数。第二点表现为使用这个有理数来确定构成特征边的像素。在后者中,我们提出了一种解决方案,利用这个有理数来近似一个旋转特征的一般角度的积分图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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