Hi,
Thank you all for your answers. finally I use OpenCV to perform the real-time computation and still use skimage for the initialisation on my real code.
I've joined a file that allows one to compare the computation we need to make.
There is a basic numpy method, the OpenCV one and the Skimage regionprops one. I don't find relevant to include a naive python implementation.
Please note that the values computed for visualization are for illustration only and doesn't represent a real experiment.
I Hope it can help to benchmark the future improvement of regionprops.
Best regards