1. An image analysis device comprising: circuitry configured to: receive one or more input images; detect a plurality of anatomical landmarks on the one or more input images using a pre-determined face model; extract a plurality of geometric and local texture features based on the plurality of anatomical landmarks; select one or more condition-specific features from the plurality of geometric and local texture features; and classify the one or more input images into one or more conditions based on the one or more condition-specific features.