Image analysis using a semiconductor processor for facial evaluation

A computer program product embodied in a non-transitory computer readable medium for image analysis, the computer program product comprising:

• code for executing on a device containing image analysis logic encoded in a semiconductor chip where the code causes:
• evaluation logic to evaluate bodies of one or more persons in videos;
• localization logic to perform localization of a face within the videos where the face is from one of the bodies of the one or more persons;
• feature extraction logic to perform extraction of regions of interest on the face;
• identification logic to provide identification of differences in the regions of interest within the face;
• classifier logic to employ image classifiers to map the regions within the face for emotional response content;
• scoring logic to evaluate the emotional response content to produce an emotion score based on the face, wherein the emotion score provides information on concentration based on the regions of the face including eyebrows where the eyebrows are furrowed;
• and
• ranking logic to rank an intensity of a plurality of facial expressions as a function of the emotion score.

A processor-implemented method for analysis comprising:

• using a device containing image analysis logic encoded in a semiconductor chip to perform:
• evaluating of bodies of one or more persons in videos;
• localizing of a face within the videos where the face is from one of the bodies of the one or more persons;
• feature extraction of regions of interest on the face;
• identifying of differences in the regions of interest within the face;
• mapping, using image classifiers, the regions within the face for emotional response content;
• scoring the emotional response content to produce an emotion score based on the face, wherein the emotion score provides information on concentration based on the regions of the face including eyebrows where the eyebrows are furrowed;
• and
• ranking an intensity of a plurality of facial expressions as a function of the emotion score.