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Theory of Object Recognition: Gestalt Principles of Perceptual Organization
The whole is different than the sum of its parts; perception is determined by specific organizing principles
In this slide, on the right image when she plays the moving picture we see a dog running, now in the left image, although we did not observe it before we can now see a dog in the picture
Gestalt principles
Similarity
Proximity (Nearness) (things that are grouped together tend to be close together)
Familiarity
Symmetry (things that are or can be symmetrical tend to be grouped together)
Good continuation (When we connect these elements they tend to form smooth or curving lines. )
-Closure (Where we tend to fill in gaps of ‘unfinished’ shapes)
- Pragnanz (good figure, simplicity)
- Pattern perceived as simply as possible
Gestalt Laws of organization
Basic organizing principles
- Similarity
- Proximity
- Familiarity
- Symmetry
- Good continuation
- Closure
- Pragnanz
However these principles were thought to be mostly intrinsic and bottom up, rather than learning through experience
Gestalt perceptual organization
Usually accurate information
- Used unconsciously
- Sometimes misleading
Top down Model of Object Recognition: Helmholtz’s Theory of Unconscious inference (about 1860)
Unconscious inference: Some perception are the results of unconscious assumptions we make about the environment
Likelihood principle: we perceive the world in the way that is “most likely” based on our past experiences
Top-Down Model of Object Recognition: Bayesian Inference
Prior probability (similar to regularities) + likelihood
Face recognition
Faces are highly varied and, except in identical twins, no two are alike
But, significant similarities:
Same parts: (eyes, nose, mouth, etc.)
Parts always appear in the same configuration (nose below eyes, etc.)
- We seem to be hardwired to recognize faces, so much so that we see them in everyday objects (pareidolia)
- We are best when faces are right side up and looking forward; worst when faces are upside down
The thatcher illusion
We process right side up faces in a typically gestalt- like manner, using spatial relations among the face parts to construct a holistic view
However, when the face is in an unfamiliar rotation, holistic processing is disrupted and we switch to noticing individual facial features
Experience-dependent plasticity
Our brains can adapt and tune to our environment!
After training, FFA response almost as strongly to greebles as to faces!
Visual Agnosias: Prosopagnosia
Prosopagnosia: Unable to recognize familiar faces; sometimes referred to as face blindness
Theory of Perception and Action
Perception and action work together.
The brain uses two separate pathways/streams to:
Identify/recognize an object
Guide our actions toward the object
Example: You see and recognize a cup → reach for it → grasp it.
We perceive objects not only to recognize them, but also to guide how we interact with them.
What vs Where Pathways
There is pretty good evidence that the spatial information that helps us act (i.e. navigation; landmark; where) is independent of the information that helps us perceive and identify objects (what)
Perception (ventral) pathway:
From visual cortex to temporal lobe
Corresponds to the what pathway
-Action (dorsal) pathway:
- From visual cortex to parietal love
- Corresponds to the where pathway
To identify an object, which of the following brain structures is most active?
Temporal cortex
Perception and Action: Dissociation Logic
Single dissociation: One function is lost, another remains
Example: Monkey A has damage to the temporal lobe. This monkey is no longer able to identify objects (what) but can still identify locations (where/navigation)\
Therefore, what and where rely on different mechanisms, but cannot claim that what is independent of where
- Double dissociation: requires two individuals with different damage and opposite deficits
- Example: Monkey A with temporal lobe damage has intact ‘where’ but impaired ‘what’; monkey B with parietal lobe damage has intact ‘what’ but impaired ‘where’
- Therefore, what and where streams must have different mechanisms AND operate independently of one another
Role of mirror neurons in perception
Respond similarly when viewing an action and performing it; might be responsible for the why or intention of actions
Higher rate of mirroring if the subject’s intention to perform the action was greater
Neurons in the premotor cortex, originally discovered in the monkey.
They respond when a monkey observes someone else (usually the experimenter) acting and when the monkey itself performs the action. Evidence exists for mirror neurons in humans.