Spot the difference predicts model of human visual attention

June 21, 2010
Click 'Enlarge'. Can you spot the difference between these two alternating images? Take this test and more by following the link below...

(PhysOrg.com) -- In a computerized game of 'spot the difference', people are more likely to notice things added or removed than even major changes in colour.

Scientists at Queen Mary, University of London have just come several steps closer to understanding change blindness - the well studied failure of humans to detect seemingly obvious changes to scenes around them - with new research that used a computer-based model to predict what types of changes people are more likely to notice.

"This is one of the first applications of computer intelligence to help study human visual intelligence," said author Professor Peter McOwan, from Queen Mary's School of Electronic Engineering and Computer Science. "The biologically inspired mathematics we have developed and tested can have future uses in letting computer vision systems such as robots detect interesting elements in their visual environment."

During the study, participants were asked to spot the differences between pre-change and post-change versions of a series of pictures. Some of these pictures had elements added, removed or colour altered, with the location of the change based on attention grabbing properties.

Unlike previous research where scientists studied change blindness by manually manipulating such pictures and making decisions about what and where to make a change, the used in this study eliminated any human bias. The research team developed an that let the computer decide how to change the images that study participants were asked to view.

While the experiments confirmed that change blindness can be predicted using this model, the tests also showed that the addition or removal of an object from the scene is detected more readily than changes in the colour of the object, a result that surprised the scientists. "We expected a colour change to be a lot easier to spot, since colour plays such an important role in our day-to-day lives and ," said lead researcher Dr Milan Verma.

Dr Verma suggests that the computer-based approach will be useful in designing displays of an essential nature such as road signs, emergency services, security and surveillance to draw attention to a change or part of the display that requires immediate attention.

"We live in a world in which we are immersed in visual information," he explained. "The result is a huge cognitive burden which may hinder our ability to complete a given task. This study is an important step toward understanding how visual information is processed and how we can go about optimising the presentation of visual displays."

More information: Milan Verma and Peter McOwan "A semi-automated approach to balancing bottom-up salience for predicting change detection performance." is published in the Journal of Vision, DOI:10.1167/10.6.3

-- Take more change blindness tests - www.eecs.qmul.ac.uk/~milan/change_blindness/

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gwrede
1 / 5 (1) Jun 22, 2010
The reason is that our *primary* visual system is black-and-white. Also, in a natural environment, things just don't change their color suddenly, and therefore there never has developed a neural machinery to spot it.

The addition, or displacement of an object, however, is almost always very relevant to our very survival. It represents either prey or predator.

The ability to easily spot displacements, of course comes from foliage and tree trunks passing our line of sight, whether at our direct gaze or in the corner of our eye. If something has moved while we walked past a tree, we had better become aware of it.

Ruthless advertisers know this. They place a moving marquee next to the text we'd like to read, constantly drawing our attention to it, against our will.

In the visual system, shape wins over color, and movement over shape.

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