The parallel nature of early visual processing in visual search

Ng, Gavin JP

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https://hdl.handle.net/2142/110529 Copy

Description

Title

The parallel nature of early visual processing in visual search

Author(s)

Ng, Gavin JP

Issue Date

2021-04-23

Director of Research (if dissertation) or Advisor (if thesis)

• Lleras, Alejandro
• Buetti, Simona

Doctoral Committee Chair(s)

• Lleras, Alejandro
• Buetti, Simona

Committee Member(s)

• Beck, Diane M
• Christianson, Kiel
• Hummel, John E

Department of Study

Psychology

Discipline

Psychology

Degree Granting Institution

University of Illinois at Urbana-Champaign

Degree Name

Ph.D.

Degree Level

Dissertation

Keyword(s)

• visual search
• parallel processing
• target contrast signal theory

Abstract

Visual search is a process that is ubiquitous in daily life. Some are relatively easy – looking for a red sock among black socks – while others are extremely difficult – looking for tumors in x-ray images. Classic theories and models of search have long assumed that these easy searches, referred to as efficient search, occur in parallel and without attention and thus should not be affected by factors such as the number of items or the features of the distractors. However, there has been recent evidence that systematic variability exists even inefficient search. This led to the development of the Target Contrast Signal Theory, which proposed a different mechanism for parallel processing in visual search. In contrast to the pre-attentive process of saliency detection and generation proposed by classic theories, Target Contrast Signal Theory proposes that parallel processing in early vision involves an evidence accumulation process that is aimed at rejecting items as non-targets. In this thesis, I present a series of studies that examined the nature of the parallel process in detail. Chapter 2 examines the output of parallel processing and provides evidence in support of the mechanism described in Target Contrast Signal Theory. Chapter 3 examines the fate of the items that have been discarded in parallel processing. Lastly, Chapter 4 examines the influence of scene context on the parallel evidence accumulation process.

Graduation Semester

2021-05

Type of Resource

Thesis

Permalink

http://hdl.handle.net/2142/110529

Copyright and License Information

Copyright 2021 Gavin Ng

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