5: Perceiving Objects Flashcards

1
Q

What are two key difference between machine “vision” and human vision?

A

Machines cannot identify objects (e.g., bush vs. rock).

Machines navigate in 2 dimensions well, humans in 3 dimensions.

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2
Q

What is the inverse projection problem? Why is object perception difficult?

A

Stimulus falling on the retina is ambiguous.

Projection of 3D world onto the 2D retina, then reconstructed into a 3D perception.

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3
Q

What does the inverse projection problem show?

A

Different objects can cast the same image on the retina. Same object casts different images on the retina when viewed from different angles.

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4
Q

The ability to recognize a single object seen from different viewpoints is called?

A

Viewpoint invariance.

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5
Q

Perceptual organization involves what two components?

A

Grouping: elements are put together into objects.

Segregation: separating one area/object from another.

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6
Q

Wilhelm Wundt founded what? Explain how perceptions are created under this theory and how objects are perceived.

A

Structuralism.

Perceptions created by combining individual sensations.

Objects perceived by grouping specific sensations, and segregating them from other things.

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7
Q

“The whole is the sum of its parts” refers to what?

A

Structuralism.

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8
Q

What are the Gestalt Laws of Perceptual Organization?

A

Pragnanz: law of good figure / law of simplicity. Every stimulus perceived so structure is simple as possible.

Law of similarity: similar things appear grouped together.

Law of good continuation: lines and patterns perceived as continuing in time and space. Straight or smoothly curving lines are seen as belonging together.

Proximity of Nearness: things that are near to each other appear to be grouped together.

Law of common fate: objects moving in the same direction tend to be grouped together.

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9
Q

Name three “rules” of Gestalt perception psychology.

A

Common Region: elements within the same region appear grouped together.

Uniform Connectedness: connected regions are perceived as a single unit.

Synchrony: events that occur at the same time are perceived as belonging together.

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10
Q

Describe figure-ground segregation.

A

Figure: a separate object, that stands out from the background.

Ground: the background on which the object sits.

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11
Q

What are two properties of the “figure” in figure-ground segregation?

A

Figure perceived as more “thing-like,” more memorable than the ground.

Figure is usually seen as being in front of the ground.

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12
Q

In figure-ground segregation, the “ground” is perceived as what?

A

Perceived as “unformed,” and extends behind the figure.

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13
Q

What is border ownership?

A

The border that separates the figure from the ground is perceived as belonging to the figure.

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14
Q

What four things tend to be perceived as figures?

A

Symmetrical areas, convex things, small things, things on bottom of scene.

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15
Q

Regarding Gestalt laws and “meaningfulness,” what happens during prolonged viewing?

A

Familiar objects tend to be grouped and segregated from the ground.

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16
Q

A scene is acted ____, while an object is acted _____.

A

Within; upon.

17
Q

How good are people at perceiving scenes?

A

90-100% accuracy in detecting target image when array of images are presented for ¼ of a second.

18
Q

We make use of environmental regularities to obtain global image features. What are the five global image features?

A

Degree of Naturalness: natural vs. man-made

Degree of Openness: open space vs. cluttered

Degree of Roughness: # of small elements/clutter

Degree of Expansion: visible horizon

Color: characteristic colors

19
Q

Regularities based on the meaning of the scene are known as what?

A

Semantic regularities.

20
Q

What is the theory of unconscious inference?

A

Some perceptions are the result of unconscious assumptions we make about the environment.

21
Q

What is the likelihood principle?

A

We will perceive an object that is most likely the cause of our sensory stimulation.

22
Q

Why are people better at object perception than computers?

A

Application of knowledge to perception.

23
Q

Regarding face perception, what are the roles for:

  • V1
  • FFA
  • Amygdala
  • Superior temporal sulcus
  • Frontal lobe
A

V1: start of cortical processing.

FFA: specialized face identity module.

Amygdala: emotional aspects of the face.

Superior temporal sulcus: gaze direction, speech movements.

Frontal lobe: attractiveness.

24
Q

Describe training and testing decoders during pattern recognition tasks.

A

Training: what voxels become active, knowing what picture the subject is viewing.

Testing: measure the active voxels and guess which stimulus is present.

25
Q

How did Jack Gallant’s lab develop a more complex brain reader?

A

Modeling the spiking activity of neurons that may lead to the observed BOLD response. Seeded model with images from YouTube. Implemented a semantic model.