中文说明:RANKLET 是一个方向选择性的非参数功能,基于秩和检验统计量的计算。Ranklets 实现类似回应 Haar 小波时让他们分享同样的方向选择性和多尺度性质的完整性的适当概念模式。他们在探测异常值和亮度、 对比度变化和伽玛校正等单调变换不变性的鲁棒性的图像处理领域,基于等级的 (非参数) 功能变得流行。
English Description:
A RANKLET is an orientation-selective non-parametric feature which is based on the computation of rank-sum test statistics. Ranklets achieve similar response to Haar wavelets as they share the same pattern of orientation-selectivity, multi-scale nature and a suitable notion of completeness.Rank-based (non-parametric) features have become popular in the field of image processing for their robustness in detecting outliers and invariance to monotonic transformations such as brightness, contrast changes and gamma correction.