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We generated those figures by replacing the standard DPM model visualization with our visualization instead. If you download the DPM code, you can modify visualize_model.m (I think it was called this) to use invertHOG instead of HOGpicture.
I am interested in generating figures similar to figure 22 of http://web.mit.edu/vondrick/ihog/ijcv.pdf
Can you please share the code to do this?
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