I am going to show you one of the fast HOG algorithms I developed couples of years ago. This algorithm had been applied to traffic surveillance for many years, the code is optimized for TI DSP products, and can run in both PC and DSP.

The HOG algorithm is descripted in the page http://www.phyxs.com/ihog