Towards stratified model-based environmental visual perception for humanoid robots

► A novel stratification for cognitive robot vision is introduced including experiments. ► The properception is integrated as an essential element for complex perception tasks. ► The inclusion of mental imagery enables the prediction of the environment appearance. ► Mental imagery enables the extraction of properceptive cues for cognitive filtering. ► The vision-model coupling allows the recognition and association of complex patterns.