Javascript中的前景提取

Question

I have a very 'simple' photo, with a Face plus Background. I want to create a software (in Javascript) that detects face/background. In this scenario we can create a kind of Parallax effect by animating them.

Can you have experience in that? Is it possible?

After a lot of research, i have only found GrabCut. But as I know it isn't 100% accurate.

Answer 1

It is possible eg using a JavaScript face detector and histogram backprojection .

1. Detect the face and create a model histogram of that region.
2. Use histogram backprojection to assign each pixel around the face the probability of belonging to our model, ie face.
3. Use thresholding for foreground - background separation.

Here is an example output of that process for pupil extraction using js-objectdetect and the histogram backprojection algorithm from headtrackr :