A&S Researchers reveal the small changes that can make a picture more likeable

January 15, 2024 by Cynthia Macdonald - A&S News

We’ve all had the experience of looking at a picture — of a sunset, a person, a sleek vehicle or adorable animal — and finding it enormously pleasing.

But why? Are we culturally conditioned to gain pleasure from certain images and not others, or is there something else going on in our brains?

Understanding the psychological mechanisms that underlie aesthetic perceptions is a key activity in the lab of Dirk Bernhardt-Walther, associate professor in the Department of Psychology in the Faculty of Arts & Science.

A recently published paper in Psychological Science co-authored by psychology PhD student, Delaram Farzanfar and Bernhardt-Walther shows that by modifying mere lines and contours in a scene, one can increase its likeability. The paper, entitled “Changing What You Like: Modifying Contour Properties Shifts Aesthetic Valuations of Scenes,” was published in fall of 2023 by the Association of Psychological Science.

In the study, researchers asked 75 participants to rate how much they liked line drawings of complex scenes. The researchers then derived a statistical model of the importance of contour properties, such as orientations, curvature, junctions, and symmetry, for the aesthetic appeal of the drawings. By selectively removing contours based on their predicted appeal, Farzanfar and Bernhardt-Walther generated two versions of each drawing, one predicted to be liked more than the other. When a new set of 77 participants were shown these manipulated drawings, they indeed liked one version more than the other, as predicted by the statistical model, even though the two drawings depicted the same scene.

“These are the properties that we measured and manipulated,” says Bernhardt-Walther. “We show that by selecting certain contours in an image based on these properties, we can make people like an image more or less.”

I’ve been trained as an experimental physicist, so I want to measure things. If you tell me something is beautiful, I want to know — how do you measure that? We’re always trying to measure new effects in tightly controlled experiments. It’s an exciting time because there’s so much to do in this field.

Other studies have been conducted on aesthetic valuation of images. But Bernhardt-Walther says these studies examined the image as a whole — not the shapes or spatial relationships contained within it.

“And we think that’s important,” he continues. “We developed these algorithms to measure contour properties, and we can use these algorithms in other studies. Our lab made a major effort during the pandemic to develop these techniques to measure contour properties that could not be measured automatically before.”

The set of algorithms, known collectively as the Mid-Level Vision Toolbox, was able to predict, then confirm, that structural regularities in an image increase the likelihood that people will find it pleasing. In particular, the presence of “T junctions” in a scene — the effect created when a horizontal line is placed atop a vertical one — elevates a pictures likeability.

The researchers posit that regularity in the way lines and shapes appear in a picture may elicit a sense of psychological safety in the viewer; arrangements that are more familiar, and that make geometric sense to viewers, may thus appear to be more likeable.

Marketers, designers, architects and others all stand to benefit from studies such as this, which help to increase our scientific understanding of aesthetic preference.

“The scientific study of aesthetics can help us develop evidence-based interventions for improved subjective well-being and social connectedness” says Farzanfar, who is also a registered psychotherapist in Ontario. Farzanfar is conducting follow-up studies on this line of work with Norman Farb, an associate professor at the University of Toronto Mississauga.

Though researchers in Bernhardt-Walther’s lab concentrate most broadly on the neural and computational principles behind high-level sensory perception, they are making particularly valuable contributions toward uncovering an emerging language of aesthetics.

And with his training as a physicist, computer scientist and psychologist, Bernhardt-Walther is well-placed to ensure that the new discoveries being made are technically sound.

“I’ve been trained as an experimental physicist, so I want to measure things. If you tell me something is beautiful, I want to know — how do you measure that? We’re always trying to measure new effects in tightly controlled experiments. It’s an exciting time because there’s so much to do in this field.”

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