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 Mechanisms of visual recognition.

Barbara Nordhjem
Visual Neuroscience Group
Laboratory of Experimental Ophthalmology
University Medical Center Groningen
Human recognition
  • Gist of the scene at 7
    images per second.
  • Unpredictable random                                  QuickTime™ and a
                                                 Sorenson Video 3 decompressor
    sequence of images                            are needed to see this picture.




Potter 1971, 1975; Biederman 1972; Thorpe 1996                        Movie by Jim DiCarlo
• Images change: object position, distance, pose, lighting
  and background clutter. Yet we know where to attend and
  what we are looking at.
Moving beyond V1




• What happens at the cellular level after
  V1?
Simple Cells




        Hubel & Wiesel, 1959, 1962, 1965,1968
Gradual more complex
  preferred stimulus




         Tanaka, 1996
Parallel increase in invariance properties (position and scale)
of neurons




                                       Illustration from Rousselet et al., 2004
Pathways in the brain
• Lesions parietal lobe
  (Newcombe, 1969)

• Ungerleider and Mishkin
  (1982) lesions in monkeys.
  Suggested regions
  organized in pathways

• Goodale and Milner (1992)
  distinguish between
  perception and action

                               Figure by Mike Cohen
• The case of DF: visual form agnosia
     • Carbon monoxide poisoning
     • Lesion of lateral occipital cortex
Goodale et al., 1991
Aglioti et al., 1995
Are people attending to both
constellations when they grasp?

Patient (AT) with parietal lesions was
better grasping familiar than novel
objects – interaction of memory and
action control (Jeannerod et al.,
1994).
                                         Aglioti et al., 1995
Modules in the brain
Processing areas with
the ventral pathway:

Faces, Objects, Places




                            Figure by Mike Cohen
Face and form agnosia




Some patients show a specific deficit for recognizing faces, others show
deficits for recognizing all other objects.

Faces and objects are processed in separate, perhaps non-overlapping,
brain areas.
The idea of functionally
 specialized regions
Lateral Occipital (LO)




Malach, Levy, & Hasson, 2002   Grill-Spector et al., 1998
Levels of recognition




Gauthier et al., 1999, 2000
Visual awareness
Right FFA




Andrews et al., 2002
Two types of bistable figures




                                 One-category




                                Two-category
One-category   >   Two-categories
Different ways of seeing
Peripheral and central vision




                         Levy et al., 2001
Form and texture




              Cant & Goodale, 2007
Cant & Goodale, 2007
Representation in ventral areas




Freeman& Simoncelli, 2011
Fast saccade bias towards
faces, event for phase
scrambled images
Honey et al, 2008



Spatial scales: coarse and fine
representation
                                  Olivia, 2007
More than one ventral pathway?
Summary
• Parallel increase in invariance to
  position and scale of neurons from
  V1 to IT
• Specialized information processing
• Dorsal and ventral pathways for
  action and perception
• Keep in mind that the idea of
  pathways and specialized regions
  is simplified


                                  visualneuroscience.nl

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Ventral stream

  • 1. What are you looking at? Mechanisms of visual recognition. Barbara Nordhjem Visual Neuroscience Group Laboratory of Experimental Ophthalmology University Medical Center Groningen
  • 2. Human recognition • Gist of the scene at 7 images per second. • Unpredictable random QuickTime™ and a Sorenson Video 3 decompressor sequence of images are needed to see this picture. Potter 1971, 1975; Biederman 1972; Thorpe 1996 Movie by Jim DiCarlo
  • 3. • Images change: object position, distance, pose, lighting and background clutter. Yet we know where to attend and what we are looking at.
  • 4. Moving beyond V1 • What happens at the cellular level after V1?
  • 5. Simple Cells Hubel & Wiesel, 1959, 1962, 1965,1968
  • 6. Gradual more complex preferred stimulus Tanaka, 1996
  • 7. Parallel increase in invariance properties (position and scale) of neurons Illustration from Rousselet et al., 2004
  • 8. Pathways in the brain • Lesions parietal lobe (Newcombe, 1969) • Ungerleider and Mishkin (1982) lesions in monkeys. Suggested regions organized in pathways • Goodale and Milner (1992) distinguish between perception and action Figure by Mike Cohen
  • 9. • The case of DF: visual form agnosia • Carbon monoxide poisoning • Lesion of lateral occipital cortex
  • 12. Are people attending to both constellations when they grasp? Patient (AT) with parietal lesions was better grasping familiar than novel objects – interaction of memory and action control (Jeannerod et al., 1994). Aglioti et al., 1995
  • 13. Modules in the brain Processing areas with the ventral pathway: Faces, Objects, Places Figure by Mike Cohen
  • 14. Face and form agnosia Some patients show a specific deficit for recognizing faces, others show deficits for recognizing all other objects. Faces and objects are processed in separate, perhaps non-overlapping, brain areas.
  • 15. The idea of functionally specialized regions
  • 16. Lateral Occipital (LO) Malach, Levy, & Hasson, 2002 Grill-Spector et al., 1998
  • 17. Levels of recognition Gauthier et al., 1999, 2000
  • 19. Right FFA Andrews et al., 2002
  • 20. Two types of bistable figures One-category Two-category
  • 21. One-category > Two-categories
  • 23. Peripheral and central vision Levy et al., 2001
  • 24. Form and texture Cant & Goodale, 2007
  • 26. Representation in ventral areas Freeman& Simoncelli, 2011
  • 27. Fast saccade bias towards faces, event for phase scrambled images Honey et al, 2008 Spatial scales: coarse and fine representation Olivia, 2007
  • 28. More than one ventral pathway?
  • 29. Summary • Parallel increase in invariance to position and scale of neurons from V1 to IT • Specialized information processing • Dorsal and ventral pathways for action and perception • Keep in mind that the idea of pathways and specialized regions is simplified visualneuroscience.nl

Editor's Notes

  1. Other studies also show changes between LO and FFA for the Rubin face-vase illusion