The Biology of Visual Perception - PowerPoint PPT Presentation

1 / 49
About This Presentation
Title:

The Biology of Visual Perception

Description:

The Biology of Visual Perception. Eric Postma. Computer Science ... extracting information from the (preprocessed) retinal image ... most of them in the fovea ... – PowerPoint PPT presentation

Number of Views:81
Avg rating:3.0/5.0
Slides: 50
Provided by: FacBurF
Category:

less

Transcript and Presenter's Notes

Title: The Biology of Visual Perception


1
The Biology of Visual Perception
  • Eric Postma
  • Computer Science

Course 3.3 Perception, Imagery, and Brain
2
Block homepage
http//www.cs.unimaas.nl/postma/imag.htm
3
Introduction
  • Perceptual Phenomena
  • perceptions (veridical and illusory)
  • behavior (e.g., eye-movements)
  • Biological Underpinnings
  • neural structures (e.g., anatomy)
  • neural processes (e.g., spiking)

4
A Grand Tour of the Visual System
  • The Eye
  • Primary Visual Cortex
  • preprocessing the retinal image
  • extracting features
  • Higher Visual Areas
  • extracting information from the (preprocessed)
    retinal image
  • Recognizing Visual Objects
  • invariant representations

5
The Eye(s)
  • Vision is active
  • The eyes act as the cameras of the brain
  • The retinal network of the eye is a brain in
    itself

6
Yarbuss (1967) eye movement studies
7
Eye movements (overt attention)
  • saccades
  • sudden movements 50-100 ms
  • preparation takes 200 ms
  • fixations
  • collecting visual information (and preparing a
    saccade)
  • lasts for 200 ms
  • about 4 fixation-saccade cycles per second

8
Nystagmus demonstration
9
Stopped images
  • when images are stabilized on the retina they
    dissappear (Pritchard, 1961)

10
Demonstration stabilized images
  • explanation
  • the sharp disk remains visible due to the edges
  • the blurred disk fades while the edges are not
    detected

11
Functional significance of involuntary eye
movements
  • Eye movements are required for vision
  • They need not to be compensated for
  • Eyes are not like cameras (steady cams)
  • Recent results stabilized images disappear
    within a fraction of a second
  • Involuntary movements help maintaining the image

12
Patient with stable eyes
From Gilchrist (1999)
13
The retinal sampling lattice
  • Retina rods and cones
  • Rods for brightness (120 million)
  • distributed over the entire retina
  • Cones for color (7 million)
  • most of them in the fovea
  • Compression 1.5 million ganglion cells collect
    the signals from the rods and the cones

14
Distribution of rods and cones
15
Sunflower distribution
  • The distribution of the scopes of the sampling
    elements is like a sunflower

16
Visual Cortex two major pathways
  • The identification pathway (WHAT)
  • striate cortex to inferotemporal cortex
  • The location pathway (WHERE for action)
  • striate cortex to parietal cortex

17
Cortical processing anatomy
18
(No Transcript)
19
Multiple feature analysis
V1
V2
20
Five types of visual processing
  • Feature analysis detection of motion, color, and
    form (V1 and V2)
  • Identification of color (V4)
  • Identification of motion (V5/MT)
  • Identification of form by shading
  • Object recognition (IT)

21
Feature analysis in V1
  • orientation selectivity
  • color selectivity
  • direction of motion selectivity
  • size (spatial-frequency) selectivity
  • texture selectivity

22
Spatial distribution of orientation preference
  • All orientations are detected for each
    (sampling) point of the visual scene
  • Top view of V1feature map

23
Why are all these features detected at V1?
  • A theory from psychology...

24
Feature Integration Theory
  • Treisman

visual pop-out
25
Assumption 1 Features
  • Visual scenes are decomposed into elementary
    features such as
  • oriented edges
  • colors
  • shapes
  • sizes
  • explains pop-out phenomena and visual search
    curves

26
Assumption 2 Objects
  • Features are bound to form objects (binding
    problem)
  • The process of binding may require attention

27
Two stages
  • Stage 1 feature extraction from image
  • preattentive
  • Stage 2 identification of objects
  • attentive

28
What are the features?
  • Biology (of course)
  • Adaptation experiments
  • color adaptation (color aftereffect)
  • motion adaptation (waterfall illusion)
  • spatial-frequency adaptation
  • orientation adaptation (tilt aftereffect)

29
Demonstration of the tilt and spatial-frequency
aftereffects
30
Further processing
  • Retinal signals proceed via LGN (Lateral
    Geniculate Nucleus) to V1 (primary visual cortex
    or striate cortex)
  • The left and right visual field are sampled by
    the left and right eye
  • The left striate cortex processes the right
    visual field of both eyes, the right cortex the
    left field of both eyes.
  • Integration?
  • Retinotopy...

31
Texture segregation
no segregation
segregation
32
Therefore,
  • Line orientations are important in segregation or
    grouping
  • Arrangements of lines are not

33
Boundary defined by shape
OOOVV OOOVV OOOVV
34
Boundary defined by color
OVVOO VOOOV OVVVO
red
yellow
35
Boundary defined by a conjunction of shape and
color
OOVOV VVOVO VVOOV
36
Preattentive vs attentive vision
  • Preattentive vision deals with individual
    features, not with feature conjunctions
  • Attentive vision deals with combinations of
    features and glues them together to form objects
  • Note what should be glued with what?
    (combinatorial explosion)

37
Illusory conjunctions 1
S
S
S
S
S
brief presentation
perception
38
Illusory conjunctions 2
brief presentation
perception
39
Illusory conjunctions 3
brief presentation
perception
40
Illusory conjunctions 4
brief presentation
perception
41
Search curves for features
  • Reaction times do not increase with the number of
    items (distractors) in the display
  • Feature search
  • no target present or target present
  • RT more or less constant
  • conclusion parallel search

42
(No Transcript)
43
Conclusions on FIT
  • Features are processed in parallel
  • Conjunctions have to be glued together and are
    therefore processed in a serial fashion
  • Note the link to biologymultiple processing
    streams

44
Retinotopic mapping
  • There is a rough mapping of the retinal lattice
    onto V1
  • Adjacent cells respond to adjacent positions of
    the visual field (as represented on the retina)
  • What does this mean?

INTERMEZZO
45
A picture at V1...
INTERMEZZO
46
No! (Homunculus problem)
INTERMEZZO
47
Do not confound structure with function!!!
  • A common fallacy among psychologists and
    biologists
  • There is no picture in the head, because there
    is no viewer in the head.
  • Perceptions mediate actions

INTERMEZZO
48
Example Light follower
Do they behave differently?
INTERMEZZO
49
Thats it
Write a Comment
User Comments (0)
About PowerShow.com