Week 2 Flashcards
What is Object Recognition?
Recognise objects regardless of:
Orientation
Distance
Lighting conditions
Important: objects encountered everyday
presented under a variety of circumstances
Impaired viewing conditions: object recognition
more difficult but can do it
Two-dimensional images: photos, paintings ie.
depth is absent
Brain’s object recognition system automatically
“copes” with a number of object transformations
Two things about our object recognition
system
Object descriptions of structures of all known
objects must be stored in the brain
Object recognition involves a comparison of the
seen object with the stored structural description
of the object.
Models of Object Recognition
Explain how information from early stages of
visual processing gets to a 3d layout of the world from observers viewpoint
What information is stored within the object recognition system?
visual knowledge of an object’s shape
describe from alternative viewpoints
knowledge of semantic functions and object’s
associates
functions and use of an object from a familiar
category of objects and know other objects that
are associated with the object just seen
knowledge of verbal names (labels)
Our cognitive system is flexible
e.g. describe an object at a number of levels but
some levels of object description are easier than
others
Rosch and colleagues: demonstrated that
identification on the basis of category
membership easier than identification at either
sub-ordinate or super-ordinate levels. (eg cat versus sub-ordinate(siamese) or superordinate (mammal))
Models of Object Recognition - Initial representation
Marr - primal sketch)
deals with Intensity (brightness) changes across field of
vision
Features such as edges
Models of obj reco - Viewer-centred representation
Marr - 2.5d sketch
Spatial locations visible surfaces
Uses information such as depth and location
Object only represented from the viewpoint of
viewer
Ellis and Young model
Object | V Initial raw visual representation | V Viewer centred description | / \ / \ OCD>Object recognition units | V semantic system | V Speech output Lexicon | V Spoken Name
models of object reco - Object-Centred Represntation
Marr - 3d model
Real shape of objects and surfaces
independent of view-point of viewer
could use this “standard” info to look up object in object store
Object Recognition Units
stored structural object representations
comparison of viewer and object centred
representation
interface between visual and semantic object
representations
one recognition unit for each known visual
object
describe what an object looks like
Semantic Representation
describes an object’s properties and attributes
Object Recognition Unit can access semantic
representations when match between visual
representation and stored object description at
levels of object recognition unit
Access to Semantic representation occurs at
number of levels
Number of different types of input gain semantic
access
object, picture, written name, spoken name
Semantic Representation does not contain
name code for objects
Object Name is represented in separate store –
Lexicon
Must access object name via access to
semantics
Object naming task is typically used with
neuropsychological patients
there is Evidence for distinct stages in processing of an
object at the levels of:
Perceptual classification
Semantic classification
Name retrieval
Perceptual Classification Stage
Match a viewpoint-centred object to an object-
centred representation
Repetition Priming:
items, which have been
previously encountered at an earlier phase of an
experiment, are more easily recognised than
those that have not been previously
encountered
Effect of RP – modality specific
Warren and Morton (1982)
Briefly presented pictures of objects – task
naming aloud
Found that subjects were able to identify a
picture of an object at a shorter exposure
duration if they had either …
Seen the same object in a picture previously or
A different picture of the same object previously
in the experiment
Compared to the control condition – no prior
exposure to object picture
Previous exposure to object label – no effect on
recognition performance
As RP appears to be modality specific –
processing facilitation must be due to stage that
does not involve picture label (assume object
label and picture access same semantic
representation)
RP must effect a stage in the model that is
influenced by representations of the appearance
of an object
Semantic Classification
Previous exposure to object label – no effect on
recognition performance
As RP appears to be modality specific –
processing facilitation must be due to stage that
does not involve picture label (assume object
label and picture access same semantic
representation)
RP must effect a stage in the model that is
influenced by representations of the appearance
of an object
Semantic Classification
stage at which object’s functions and associates
are retrieved from memory
Access to semantics occurs – object seen,
heard, felt or if written name or spoken name
encountered
Why would this be important?
Semantic Priming – effect of related item
context on performance
Name Retrieval
access the names of objects via semantics
In normals
classification of pictures faster than decisions
requiring access to object labels (Potter & Faulconer,
1975)
word recognition – words named faster than they are
categorised
interference effects – irrelevant names interfere with
object naming but not with picture classification
(Glasser & Glasser, 1995)
Objects and pictures have direct access to their
meanings but an indirect access to their labels which
occurs via semantics
Note: Stages of object recognition operate in
sequence there is also cascading of the levels of
processing
Later stage in the model will start before an
earlier stage has been completed
Neuropsychological Impairments of Visual and
Spatial Processing
Problems in object recognition can arise due to
deficits within or between any of these stages in
the framework
Patterns of impairment in object recognition in
brain damaged patients reveal the relationship
between these different stages and the internal
organisation of each stage