how to get the number of active fingers from a binary image of an hand

Answer 1

[Image Analyst]

I suggest you look to Dirk's File Exchange for lots of apps that do things like that: http://www.mathworks.com/matlabcentral/fileexchange/?term=authorid%3A29180