Casino system with camera-based human full body sensing and player action prediction

A gaming system, computer-implemented method and gaming device are operable enhance player experience using image data. A system includes a processor circuit and a memory including machine-readable instructions that, when executed by the processor circuit, cause the processor circuit to perform operations. Such operations include receiving, from a camera, image data that includes visual signals corresponding to a player and determining player action components from the image data. The player action components include multiple different player attributes that correspond to an emotional state of the player. Operations further include, based on the different player attributes, determining a predicted action of the player and causing a casino related action that corresponds to the predicted action.