Lecture 3 Flashcards
Object recognition involves three main stages.
Perception of features - what is really there?
Perception of patterns - what parts belong to the object? which to the background?
Recognition - what is the object?
Stage 1 - Perception of features
our eyes take light in and it lands on the retina
light can be lighter or darker depending on the object
identifying the difference in light is known as the luminance edge
edges are the first available feature of vision, they signify a change
what detects edges?
ganglion cells
ganglion cells detect edges
all edges are treated as equals by the ganglion cells, regardless of whether they belong to objects or shadows
striate cortex
primary visual cortex
we have the information but not the picture yet
feature detection in the brain
the primary visual cortex has cells that specials in the detection of:
motion
colour
orientation
size
what evidence do we have for the existence of specialised cells?
The brains of other species contain cells with the properties of feature detectors.
After staring at certain patterns, we see a aftereffects that implies fatigue of
feature-detector cells in the human brain
Hubel and Wiesel
inserted thin electrodes into cells of the occipital cortex of cats and monkeys and then recorded the activity of those cells when various light patterns struck the animals’ retinas.
At first, they used mere points of light, which produced little response. Later they tried lines.
what did Hubel and Wiesel find?
Individual cells respond best in the presence of a particular stimulus
Some cells activate only when a vertical bar of light is presented.
Others become active only for a horizontal bar.
Later they found cells that respond to other features, such as movement in a particular direction.
In other words, such cells appear to be feature detectors
simple cells
have elongated receptive fields
this makes them maximally sensitive to a particular line or edge of a particular orientation at a particular location of the retina
complex cells
respond strongly to lines of a particular orientation moving in a particular direction
hypercomplex cells
respond best to lines of a particular length, and moving in a particular direction
also respond to moving corners or angles
some will fire when a line ends in their receptive field, so they are good size detectors as well
motion aftereffect
suggest that we have cells that specialise in detecting
the motion direction of lines.
our brain begins to make stuff up as they are too tired to work properly
perception of patterns
Our ability to perceive something in
more than one way is the basis of
Gestalt Psychology, a field that focuses
on our ability to perceive overall
patterns.
Perception cannot be
broken down into its component parts.
bottom up and top down
the detection of patterns - how we perceive things e.g letter
top down information - the expectation surpass the information