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Object Vision 1. PSY 295 – Sensation & Perception Christopher DiMattina , PhD. Vision beyond V1. Many visual areas beyond V1. Complicated hierarchy Process particular aspects of visual stimuli like motion, color, complex form and shape. Organization.
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Object Vision 1 PSY 295 – Sensation & Perception Christopher DiMattina, PhD
Vision beyond V1 PSY 295 - Grinnell College - Fall 2012
Many visual areas beyond V1 • Complicated hierarchy • Process particular aspects of visual stimuli like motion, color, complex form and shape PSY 295 - Grinnell College - Fall 2012
Organization • Ventral stream – ‘What’ pathway specialized for objects • Dorsal stream – ‘Where’ pathway specialized for space PSY 295 - Grinnell College - Fall 2012
Ventral stream • V1 V2 V4 IT • Neurons sensitive to features useful for object recognition border-ownership neuron PSY 295 - Grinnell College - Fall 2012
Inferotemporal cortex • Neurons selective for very complex stimuli like faces PSY 295 - Grinnell College - Fall 2012
Lesion studies • In humans, people with lesions of temporal lobe see things without knowing what they are seeing (agnosia) • Prosopagnosia is the inability to recognize faces PSY 295 - Grinnell College - Fall 2012
Feed-forward and feed-back processes • Both feed-forward and feed-back projections • ERP studies show that different signal develops to animal and non-animal pictures after 150 msec • Suggests feed-forward mechanisms are at least good enough for simple object discrimination Thorpe et al (1996) PSY 295 - Grinnell College - Fall 2012
Mid-level vision PSY 295 - Grinnell College - Fall 2012
Mid-level vision • We know a lot about neurons which are sensitive to simple features like bars and spots, and complex things like faces • We know very little about how one gets neurons sensitive to complex features from neurons sensitive to simple features • This is the problem of intermediate or middle vision PSY 295 - Grinnell College - Fall 2012
Object perception is hard • Different views of same object may be retinally very different • Views of different objects may be retinally quite similar (for instance, different faces) PSY 295 - Grinnell College - Fall 2012
Perceptual organization • Detecting feature conjunctions allows one to detect objects • Some feature conjunctions belong to different objects • How do we group features? PSY 295 - Grinnell College - Fall 2012
Finding edges • One way to detect objects is to find their edges • However, not all edges correspond to object boundaries • Output of computer vision edge-detector PSY 295 - Grinnell College - Fall 2012
Illusory Contours • Your visual system assumes that something is blocking or occluding the circles and infers there is an object PSY 295 - Grinnell College - Fall 2012
Illusory contours • Usually when something stops abruptly, it is blocked by something • Weak evidence for edges is integrated to perceive contours PSY 295 - Grinnell College - Fall 2012
Gestalt Grouping Rules PSY 295 - Grinnell College - Fall 2012
Schools of early psychology • Structuralists believed that perceptions were built up of atoms of sensation • Gestalt school argued that the perceptual whole is greater than the sum of its parts (gestalt = ‘form’) • Gestalt psychologists proposed rules for how the visual system groups features into perceptual wholes PSY 295 - Grinnell College - Fall 2012
Good continuation • Similarly oriented lines are seen as part of the same contour • Reflects the structure of the natural sensory environment PSY 295 - Grinnell College - Fall 2012
Good continuation PSY 295 - Grinnell College - Fall 2012
Similarity • Different image regions have different statistical properties • Group together regions with similar properties PSY 295 - Grinnell College - Fall 2012
Similarity PSY 295 - Grinnell College - Fall 2012
Proximity • Nearby object tend to be grouped together • Note horizontal rather than vertical grouping PSY 295 - Grinnell College - Fall 2012
Over-ruling proximity PSY 295 - Grinnell College - Fall 2012
Parallelism and Symmetry PSY 295 - Grinnell College - Fall 2012
Camouflage • The goal of camouflage is to prevent accurate feature grouping so that you cannot perceive animal PSY 295 - Grinnell College - Fall 2012
Web Activity: Gestalt Grouping • http://sites.sinauer.com/wolfe3e/chap4/gestaltF.htm PSY 295 - Grinnell College - Fall 2012