Hi Siva,
i need some more information to help you. Is the foreground (drop) always as well seperated from the background as in the provided Image? Do you need to considered physical possible shapes of the drop for its lowest coordinate?
Since you mention performance and live Video, what are the requirements on the processing speed?
Greetings,
Phil