Related Experiment Video
Updated: Oct 16, 2025

Generating Strictly Controlled Stimuli for Figure Recognition Experiments
Published on: March 18, 2019
Nonsymbolic numerosity in sets with illusory-contours exploits a context-sensitive, but contrast-insensitive, visual
Andrea Adriano1, Luca Rinaldi2,3, Luisa Girelli4,5
1Department of Psychology, University of Milano-Bicocca, Piazza dell'Ateneo Nuovo 1, Edificio U6, 20126, Milano, Italy. andrea.adriano@hotmail.com.
Illusory contours (ICs) cause underestimation of visual numerosity, but this effect is independent of brightness changes. This suggests that boundary formation, not brightness, drives numerosity processing via discrete visual inputs.
Area of Science:
- Cognitive Psychology
- Visual Perception
- Numerical Cognition
Background:
- Approximate numerical representation is debated due to confounding sensory cues.
- Illusory contours (ICs) previously suggested numerosity processing relies on discrete input.
- Prior studies confounded ICs with illusory brightness, a potential continuous sensory confound.
Purpose of the Study:
- To investigate if illusory brightness or boundary formation drives numerosity underestimation.
- To isolate the effect of ICs on numerosity independent of brightness changes.
- To determine if numerosity processing relies on discrete visual input.
Main Methods:
- Participants performed a numerical discrimination task.
- Manipulated alignment and contrast polarity of open/closed inducers to create ICs.
- Experiment 1: Single-polarity inducers (brightness change).
- Experiment 2: Opposite-polarity inducers (minimal brightness change).
- Experiment 3: Closed inducers preventing IC completion.
Main Results:
- Numerosity underestimation due to ICs was observed in Experiments 1 and 2.
- This underestimation was independent of inducer contrast polarity (brightness).
- No underestimation occurred when ICs were prevented (Experiment 3).
Conclusions:
- Illusory brightness enhancement is not the primary cause of IC-induced numerosity underestimation.
- A contrast-polarity-insensitive boundary formation mechanism likely drives the effect.
- Findings support the hypothesis that numerosity processing utilizes discrete visual inputs.
More Related Videos
Related Concept Videos
Gestalt Principles of Perception
Perceptual Constancy
Size constancy is the recognition that an object remains the same size, even when its image on the retina changes. For instance, a bus is perceived to be large enough to carry people, even if it looks tiny from...
Visual Agnosia
Non-Verbal Cues
Depth Perception and Spatial Vision
Difference from Background: Limit of Detection
The LOD indicates the presence or absence...

