Method and apparatus for improving the stability of histogram correlation algorithm
A method and apparatus for improving stability of histogram correlation based image and video processing algorithms. The method includes computing a histogram for target signal and reference signal for generating a target histogram and a reference histogram, performing low pass filtering of the input signal and the reference signal and producing smoothed histograms, and performing correlation on the smoothed histograms for improving stability of histogram correlation.
1. A method of a processor for improving stability of histogram correlation, comprising:
computing a histogram for target signal and reference signal for generating a target histogram and a reference histogram;
shifting the target histogram towards upper left, upper right, lower left and lower right in a neighborhood to generate a shifted target histogram;
performing correlation between the reference histogram and the target histogram and between the shifted target histogram and the referenced histogram ; and
combining related correlation scores for improving stability of histogram correlation.
2. A non-transitory computer readable medium including executable instructions, when executed perform a method for improving stability of histogram correlation, the method comprising:
computing a histogram for target signal and reference signal for generating a target histogram and a reference histogram;
shifting the target histogram towards upper left, upper right, lower left and lower right in a neighborhood to generate a shifted target histogram;
performing correlation between the reference histogram and the target histogram and between the shifted target histogram and the referenced histogram; and
combining related correlation scores for improving stability of histogram correlation.