Exam 4: Recognizing Visual Objects

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In the context of neural basis of perceptual interpolation, von der Heydt et al. (1984) conducted experiments with monkeys to record the responses of single neurons in area V2. The figure shows four stimuli and four response patterns for neurons in area V2. These recordings suggest that there is a neural basis for the representation of: In the context of neural basis of perceptual interpolation, von der Heydt et al. (1984) conducted experiments with monkeys to record the responses of single neurons in area V2. The figure shows four stimuli and four response patterns for neurons in area V2. These recordings suggest that there is a neural basis for the representation of:

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In the context of object recognition, _____ makes use of mathematical probabilities to describe the process of perceptual inference.

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List the steps involved in perceptual organization.

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Perceptual organization involves the following steps:
A. Represent edges-abrupt, elongated changes in brightness and/or color.
B. Represent uniform regions bounded by edges.
C. Divide these regions into figure and ground, and assign border ownership.
D. Group together regions that have similar properties (e.g., color). Groups consisting of "figure" regions are represented as candidate objects; other groups of regions are represented as background.
E. Fill in missing edges and surfaces-that is, edges and surfaces that are partly occluded-to obtain more complete representations of candidate objects.

The German scientist Hermann von Helmholtz (1866/1925) spoke of vision as a process of:

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_____ is the process by which the visual system determines the location, orientation, and curvature of visual borders in the retinal image.

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Describe modular coding in the context of object recognition. Provide evidence to support this view of object recognition.

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An important problem in understanding object recognition is understanding how invariance is achieved. Explain the two approaches to this problem that have been proposed.

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The process by which the visual system fills in hidden edges and surfaces in order to represent the entirety of a partially visible object is called:

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The responses of individual neurons in the medial temporal lobes of epilepsy patients who were undergoing single-neuron recording as part of their treatment (Quiroga et al., 2005) support:

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Describe eigenfaces. How do they help in automatic face recognition?

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_____ refers to the perception that an edge is possessed by a particular region of the retinal image.

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_____ refers to the fact that the world contains an enormous diversity of objects.

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The process by which the visual system combines separate regions of the retinal image that "go together" based on similar properties is called:

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In the context of object recognition, describe a study that shows that the gist of a scene and the objects within the scene are processed together.

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In the context of modular and distributed representations, the _____ area in the ventral visual pathway is activated by _____.

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According to the Danish psychologist Edgar Rubin (1921/2001), when there is an ambiguity of border ownership for images with black and white regions, the border between the two regions is perceived as belonging to:

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Discuss the three complications that arise during the analysis of object recognition.

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In the context of shape representation in V4, individual neurons in area V4 respond MOST strongly to edges that can be more complex than those in V1 when:

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According to the principles of perceptual grouping clarified by the Gestalt psychologists, the principle of _____ states that elements that move in unison are likely to be perceptually grouped.

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Describe the ways in which individual neurons in area V4 respond most strongly to edges that can be more complex than individual neurons in area V1.

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