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Hi,
This is the common scheme for such a case:
1.extract HOG feature; Extract Optical flow feature.
2.Normalize HOG vector;Normalize OF vector.
3.Concatenate HOG and OF vectors.
4.Normalize again the concatenated vector.
Some things to remember:
1.Try which is the best normalization method in your case L2 L1 ...
2.Try different vector length for each feature.
3.Try several Image flow techniques.
Good luck
