Object Recognition Flashcards
True or False
Perception involves in deciding which interpretation of the reality is the most likely.
True
This is made with “committees”.
Committee Rules
- Put together what goes together (Gestalt Rules)
- Avoid Accidents (Accidental viewpoint)
- Honour Physics (Occlusion)
- Reach Consensus (Ambiguous figures)
- Separate what should be separated (Figure vs background)
Accidental Viewpoint
A viewing position that produces some regularity in the visual image that is not present in the world.
Occlusion
A solid object is blocking light.
Figure-ground Assignment
The process of determining that some regions of an image belong to a foreground object (figure) and some others are part of the background (ground).
Gestalt figure-ground assignment principles
- Surroundedness: the surrounding region is most likely ground
- Size: The smaller the region, the most likely it is figure
- Symmetry: A symmetrical region tends to be seen as a figure
- Parallelism: Regions with parallel contours tend to be seen as a figure.
- Extremal edges: If edges of an object are shaded such that it seems to recede in the distance, they tend to be seen as figure.
True or False
We just need the following formula to perceive objects:
Structuralism + Committee Rules = Object perceived
False
Face Inversion Effect
We are better at recognising faces that are upright.
Global Superiority Effect
The properties of the whole object take precedence over the properties of parts of the object.
(You see the wholes instead of just its parts)
Naive Template Theory
The proposal that the visual system recognises objects by matching the neural representation of the image with a stored representation of the same “shape” in the brain.
True or False
Naive Template Theory works
Give an example to support your answer
False,
There is too many templates for the letter A
Structural Description Theory
We recognise a particular organisation of simpler features.
Geons
(Biederman)
Any object can be made out of a finite set of simpler geons (geometric ions).
True or False
Geons and relationships between geons are viewpoint invariant
True
This is a problem.