What 3 types of perceptual information do we gain from motion?
Figure-Ground Segregation
Extraction of three-dimensional structure
Visual guidance of action
How does motion help figure-ground segregation?
When there is camouflaged it is hard to detect, however when it moves it becomes easier to identify.
How does motion aid in the extraction of three-dimensional structure?
If something is static you don’t get as good of an idea of it’s volume until it moves
How does motion aid in visual guidance of action?
Motion information is crucial when interacting with the environment in order to avoid harming oneself and moving fluently in the world
What did Barlow and Levick (1965) discover?
Neurons that are responsible for motion.
What happens to the motion neuron if a stimulus in the visual field of a neuron is moving in the preferred direction?
You get an increase in the response of the neuron.
What happens to the motion neuron if a stimulus in the visual field of a neuron is moving in the null direction?
You get no change in response.
Why was Barlow and Levick’s discovery of motion neurons a big deal in psychology?
It showed that there is a direct relationship to what is happening in the brain in response to the environment.
Neurons were coding movement in the world.
Are cells in the retina directionally selective?
Yes
Suggested building block for motion
What is directional tuning?
Humans can detect all orientations of movement through many specific neurons.
How might you model motion detection?
Have a stimulus that changes its location over time and record responses at different locations.
T1->T5 (bottom left) is stacking on top of one another. If we do this we get orientation in space and time.
T1 = time 1 etc.
What is a simple motion detection unit in the brain?
How does it work?
A comparator neuron
It has two input signals, one of which is delayed. If a stimulus is moving in one direction the delayed receptor and the normal receptor will reach each other at the same time, indicating movement in a certain direction.
Who proposed the simple motion detection unit model?
What does it allow you to do?
Reichardt (1961) (From his work analysing flies)
Allows you to detect the difference in motion between A and B
We can think of motion as orientation in _____ and _____.
Space and Time
Who proposed the Energy Model?
Adelson and Bergen (1985)
Burr, Ross and Morrone (1986)
Which model is this?
How does it work?
Reichardt model
Which model is this?
How does it work?
Energy Model
What is the extra stage in the energy model compared to the Reichardt model?
Oriented Linear Response
What does the Oriented Linear Response allow us to do in the energy model?
Allows us to aggregate information for motion in space and time.
What are the 3 benefits of the energy model?
No need to discrete correspondence (allows us to aggregate over more instances, if our filters don’t quite match the aggregation makes movement easier to catch)
Specificity: Motion response is to a particular space, time and spatial frequency.
More flexible definition of a feature: Ability to detection motion in random noise patterns
What is the Aperture problem (barber pole illusion)?
The grading is moving from left to right, however, the bars look like they are moving up and down.
It looks like it changes direction depending on the orientation of the aperature
Why does the Aperture problem exist?
The motion of a repetitive pattern is essentially featureless.
What is meant by local vs global features in regards to the Aperature problem?
Local receptive fields (motion detectors in the retina) do not have enough information to disambiguate direction of the object’s motion.
In order to disambiguate the information, we use the orientation information of the edges of the aperture to determine the direction (global).
This is why changing the shape of the aperture will make the lines seem like they are moving in a different direction.
Do you get the barber pole illusion if the motion information if you use a non-repetitive pattern?
No, because it has features you will be able to determine the correct direction of motion.