Visualization for Dense SIFT

I am using Dense Sift feature for gender classification as in this paper 'Boosting Dense SIFT Descriptors and Shape Contexts of Face Images for

Gender Recognition '. But i am not able to visualize the SIFT feature for an input image. please can anyone help me with the code to visualize Dense Sift feature. Thanks in advance