How to get to shoulders localization on image photo?
Are there just shoulders in the video, or is there a head attached to them?

If it is the latter, then you can use vision.CascadeObjectDetector from the Computer Vision System Toolbox for Matlab.  It has the "upper body" mode, which effectively detects head and shoulders.