Semantic Expectation Effects on Object Detection: Using Figure Assignment to Elucidate Mechanisms

Rachel M. Skocypec, Mary A. Peterson

Research output: Contribution to journalArticlepeer-review

Abstract

Recent evidence suggesting that object detection is improved following valid rather than invalid labels implies that semantics influence object detection. It is not clear, however, whether the results index object detection or feature detection. Further, because control conditions were absent and labels and objects were repeated multiple times, the mechanisms are unknown. We assessed object detection via figure assignment, whereby objects are segmented from backgrounds. Masked bipartite displays depicting a portion of a mono-oriented object (a familiar configuration) on one side of a central border were shown once only for 90 or 100 ms. Familiar configuration is a figural prior. Accurate detection was indexed by reports of an object on the familiar configuration side of the border. Compared to control experiments without labels, valid labels improved accuracy and reduced response times (RTs) more for upright than inverted objects (Studies 1 and 2). Invalid labels denoting different superordinate-level objects (DSC; Study 1) or same superordinate-level objects (SSC; Study 2) reduced accuracy for upright displays only. Orientation dependency indicates that effects are mediated by activated object representations rather than features which are invariant over orientation. Following invalid SSC labels (Study 2), accurate detection RTs were longer than control for both orientations, implicating conflict between semantic representations that had to be resolved before object detection. These results demonstrate that object detection is not just affected by semantics, it entails semantics.

Original languageEnglish (US)
Article number19
JournalVision (Switzerland)
Volume6
Issue number1
DOIs
StatePublished - Mar 2022

Keywords

  • figure assignment
  • object detection
  • semantic conflict
  • semantic network
  • semantics
  • superordinate-level category

ASJC Scopus subject areas

  • Ophthalmology
  • Optometry
  • Sensory Systems
  • Cognitive Neuroscience
  • Cell Biology

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