I'm an electronic engineer by education and have worked with boards many times as a hobby only though (outside of the university) and I can tell you I do see the capacitor being swollen just from the picture, you can see the ones below are in a normal state. Many times this is very very obvious but other times not in which case you need to remove each capacitor and measure its capacitance with the relevant (cheap) equipment