To reduce number of bins in histogram using pca

I want to reduce the number of bins in histograms using pca in such a way that resulting histograms should contain distinct features.Can anyone tell me how it can be done

Answer 1

[Image Analyst]

I already answered this here: http://www.mathworks.com/matlabcentral/answers/167938#answer_163231