DocumentCode
2032935
Title
Enhancement of Visual Perception Through Dynamic Cues: An Application to Mammograms
Author
Plett, Johannes ; Guarini, Marcelo ; Irarrazaval, Pablo
Author_Institution
Pontificia Univ. Catolica de Chile, Santiago
Volume
2
fYear
2007
fDate
Sept. 16 2007-Oct. 19 2007
Abstract
Images often contain very small and hardly detectable objects or patterns, which can be of grave importance for diagnosis. In this paper we present a new method for aiding medical doctors in diagnosis of such images by adding artificial movement to the static images, in order to utilize the motion sensitivity of the human visual system. This technique permits detection of lesions not just by intensity, structure and texture differences with its surroundings, but by motion as well. Statistical analysis of experimental tests with both radiologists and non-radiologists show improved detection rate of microcalcifications in mammograms, raising it on average by 20.8% for non-radiologists and by 8.4% for radiologists.
Keywords
computer vision; mammography; medical image processing; radiology; dynamic cues; image diagnosis; lesion detection; mammogram; microcalcification; motion sensitivity; radiology; static image artificial movement; statistical analysis; visual perception enhancement; visual system; Biomedical imaging; Humans; Lesions; Medical diagnostic imaging; Motion detection; Object detection; Statistical analysis; Testing; Visual perception; Visual system; dynamic cues; mammography; visual perception;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2007. ICIP 2007. IEEE International Conference on
Conference_Location
San Antonio, TX
ISSN
1522-4880
Print_ISBN
978-1-4244-1437-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2007.4379187
Filename
4379187
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