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- Chapter 4: Perceiving and Recognizing Objects
Chapter 4: Perceiving and Recognizing Objects
Psychology 301 with Mcgann at Rutgers University - New Brunswick/Piscataway
About this note
By: Sarah Ogg
Created: 2011-09-28
File Size: 0 page(s)
Views: 107
Created: 2011-09-28
File Size: 0 page(s)
Views: 107
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We must have
processes that successfully combine features into objects
This is one of the tasks that
defines middle vision
middle
vision is a
loosely defined stage of visual processing that comes after basic
features have been extracted from the image (early vision) and before
object recognition and scene understanding (high level vision)
Middle
Vision
the goal of middle vision is
to organize the elements of a visual scene into groups that we can then
recognize as objects
finding the edges of te object is a good starting place
an illusory
contour is an
edge or contour that is perceived, even though nothing changes from one
side of the edge to the other in the image
this tendency of the visual
system to go beyond the information given was problematic for one of the
earliest groups of perceptual psychologists, the structuralists
structuralism was a school of thought
believing that complex objects or perceptions could be understood by
analysis of the components
in their view, perception is
built up of the local sensations the way a crystal might be built up of
an array of atoms
Gestalt theory held that the
perceptual whole was more than the sum of its sensory parts
Gestalt
Grouping Rules =
a set of rules describing which elements in an image will appear to group
together; the original list was assembled by members of the Gestalt
school of thought
good
continuation = a
Gestalt grouping rule stating that two elements will tend to group
together if they seem to lie on the same contour
color trumps good
continuation as an organizing principle
texture
segmentation =
carving an image into regions of common texture properties
similarity is a gestalt grouping rule
stating that the tendency of two features to group together will increase
as the similarity between them increases
the principle of proximity holds that items near each
other are more likely to group together than are items more widely
separated
parallelism = a rule for figure-ground
assignment stating that parallel contours are likely to belong to the same
figure
symmetry = a rule for figure-ground
assignment stating that symmetrical regions are more likely to be seen as
figure
the principle of common region = gestalt grouping rule, two
features will tend to group together if they appear to be part of the same
larger region
connectedness -- two items will tend to
group together if they are connected
ambiguous
figure = a isual
stimulus that gives rise to two or more interpretations of its identity or
structure
Necker Cube = an outline that is
perceptually bi-stable; unlike the situation with most stimuli, two
interpretations continually battle for perceptual dominance
an accidental
viewpoint is a
viewing position that produces some regularity in the visual image that is
not present in the world
a second set of assumptions
made by the visual system involves an implicit understanding of some
aspects of the physics of the world
recall an image has no meaning
until middle and high-level visual processing dig into it
the figure-ground
assignment = the
process of determining that some regions of an image belong to a
foreground object ( figure) and other regions are part of the background ( ground )
surroundedness = a rule for figure-ground
assignment stating that if one region is entirely surrounded by another,
it is likely that the surrounded region is the figure
some of the principles at work
in the assignment of regions to figure or ground:
surroundedness
size
symmetry
parallelism
extremal edges
relative motion
relatability = the degree to which two
line segments appear to be part of the same contour
heuristic = a mental shortcut
nonaccidental
feature = a
feature of an object that is not dependent on the exact (or accidental)
viewing position of the observer
global
superiority effect
= the finding in various experiments that the properties of the whole
object take precedence over the properties of parts of the object
Object
Recognition
the idea that we recognize
objects by matching every pixel or even matching every low-level feature
of the input to a representation in memory is what might be called naïve
template theory
the visual system recognized
objects by matching the neural representation of the image with a stored
representation of the same "shape" in the brain
structural
description = a
description of an object in terms of the nature of its constituent parts
and the relationships between those parts
"recognition
by components" model proposed by Biederman; it holds that objects are
recognized by the identities and relationships of their component parts
geons = the "geometric
ions" out of which perceptual objects are built
because geons and
relationships such as "A is beside B" are designed to be
equally recognizeable from many different vantage points, structural
descriptions composed of these geons and relations should also be view-point-invariant
minor shape variations wont
alter the structural descriptions of geons
viewpoint invariance is a good
thing, but object recognition is not completely viewpoint-invariant
entry-level
category = for an
object, the label that comes to mind most quickly when we identify the
object
the object might be more
specifically named--that's the subordinate level
the object might be more
generally named, that's the superordinate level
prosopagnosia = the inability to recognize
faces, caused by damage to specific areas in the temporal lobe; a person
with this problem will recognize the shape of a face and know it is a
face, but will not be able to identify whose face they are looking at
a neuropsychological mark of
truly separate brain modules is double dissociation
this is a phenomena in which
one of two functions, such as hearing and sight, can be damaged without
harm to the other (and vice versa)
the extrastriate
cortex = the
region of the cortex bordering the primary visual cortex and containing
multiple areas involved in visual processing
from the extrastriate regions
of the occipital lobe, visual info moves out along two main pathways
one path heads up into the
parietal lobe; visual areas in this pathway seem to be important in
processing information relating to the location of objects in space, and
the actions required to interact with them -- occasionally called the
"where" pathway
the other path, heading down
into the temporal lobe, is known as the "what" pathway -- this
pathway appears to be the locus for the explicit acts of object
recognition
a lesion is a region of damaged brain,
and as a verb, it is to destroy a section of the brain
agnosia = the failure to recognize
objects in spite of the ability to see them; typically occurs with brain
damage
inferotemporal
cortex = part of
the cerebral cortex in the lower portion of the temporal lobe, important
in object recognition
homologous
regions = brain
regions that appear to have the same function in different species
feed-forward
process = a
process that carries out a computation one neural step after another,
without need for feedback from a later stage to an earlier stage
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About this note
By: Sarah Ogg
Created: 2011-09-28
File Size: 0 page(s)
Views: 107
Created: 2011-09-28
File Size: 0 page(s)
Views: 107
About StudyBlue
STUDYBLUE makes things that make you better at school.
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