The document describes a technique for quantitatively measuring gloss in vivo on hair and skin using polarization analysis of video images. The technique can objectively measure gloss on complex 3D surfaces, independent of texture or shape. It was tested on various hair and skin products and shown to correlate with human perception of gloss. The technique offers non-contact measurement capabilities and advantages over traditional methods for the cosmetics industry to evaluate and substantiate product claims.