A study of attentional effects of intensity transforms for mammograms

Anthony J. Maeder

doi:10.1117/12.878336

3 March 2011 A study of attentional effects of intensity transforms for mammograms

Anthony J. Maeder

Author Affiliations +

Proceedings Volume 7966, Medical Imaging 2011: Image Perception, Observer Performance, and Technology Assessment; 79660X (2011) https://doi.org/10.1117/12.878336
Event: SPIE Medical Imaging, 2011, Lake Buena Vista (Orlando), Florida, United States

Abstract

This paper presents a study of the attentional effects of two types of intensity distribution variations upon observer behaviour when viewing mammograms: equalisation (to a uniform image intensity histogram) and normalisation (to match an industry best practice image intensity histogram). For untrained observers, some consistent attraction of attention towards the strongest intensity regions of the images for the more highly contrasting equalised images as compared with the unprocessed images was detected. For the normalised images, this effect was even more marked. For a trained observer, no substantial disruption of attentional patterns during viewing was detected for equalised images, but was for normalised images. The nature and extent of the changes in the attentional behaviour for both untrained and trained observers indicates potential value in further studies and emphasizes the need to conduct clinically related studies with trained observers.

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Anthony J. Maeder "A study of attentional effects of intensity transforms for mammograms", Proc. SPIE 7966, Medical Imaging 2011: Image Perception, Observer Performance, and Technology Assessment, 79660X (3 March 2011); https://doi.org/10.1117/12.878336

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KEYWORDS

Image processing

Visualization

Mammography

Medical imaging

Eye

Image compression

Image enhancement

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