Use generated 2d-guassion heatmap as the regularization.

Question

Use generated 2d-guassion heatmap as the regularization.

Closed this issue 6 years ago · 2 comments

I took a look at the paper, and curious about the regularization part, such as KL, JS..etc. I am wondering if it is possible to use 2d-guassion heatmap generated from ground truth as the regularization. What do you think of that?

Answer 1 · 2019-01-04T10:35:01.000Z

That is essentially how my code works already. For the divergence-based regularisation terms (KL and JS), the divergence is calculated between the ideal, ground truth-based 2D Gaussian and the predicted heatmap.

Answer 2 · 2019-01-06T01:59:38.000Z

thank you for your answers.