Perceptual organization concerns the way sensory information is organized and formed into a perceptual object. The role of visual schemas is to match visual sensory inputs with object representations in our memory for its recognition. Both bottom-up and top-down attention mechanisms guide visual schemas. Yet, how this object is rendered meaningful? And does abstract knowledge linked to an object plays a role in its visual perception? The answer for these questions is discussed in the few coming paragraphs.