1. A method for image automatic brightness detection, the method comprising: determining region of interest ROI candidates in an image; extracting features from each of the ROI candidates; selecting an optimum ROI candidate based on a weighted score of each of the ROI candidates; and calculating brightness value of the selected optimum ROI candidate as brightness feedback.