DocumentCode
2125629
Title
Dynamic infrared imaging for breast cancer diagnosis: a feature based registration approach
Author
Agostini, Valentina ; Ala, Ada ; Bussone, Riccardo ; Ciarlini, Alessandro ; Delsanto, Silvia ; Molinari, Filippo ; Possolo, Enrico ; Zanon, Claudio
Author_Institution
Dipt. di Elettronica, Politecnico di Torino
fYear
2006
fDate
20-21 April 2006
Firstpage
58
Lastpage
62
Abstract
An essential, preprocessing step in dynamic infrared imaging applied to breast cancer diagnosis is a proper registration of the thermographic image sequence. The failure to do so may produce artifacts in the FFT power spectra of the temperature sequences due to breast movement which may constitute an important confounding factor potentially invalidating the data analysis. In this work we wish to draw attention to this issue, and show the influence of movement on a case sample of subjects, as well as the correction which may be introduced by realigning the image sequences with four different types of feature-based image registration. The registration process was preventively analyzed in the visible field and then applied to the dynamic thermography images. Results confirm the importance of the registration and encourage further work in the area
Keywords
biomechanics; biomedical optical imaging; cancer; fast Fourier transforms; image registration; image sequences; medical image processing; tumours; FFT power spectra; breast cancer diagnosis; breast movement; data analysis; dynamic infrared imaging; feature based registration approach; image sequence realigning; thermographic image sequence; Breast cancer; Data analysis; Fluctuations; Image registration; Image sequences; Infrared imaging; Magnetic resonance imaging; Mammography; Skin; Temperature;
fLanguage
English
Publisher
ieee
Conference_Titel
Medical Measurement and Applications, 2006. MeMea 2006. IEEE International Workshop on
Conference_Location
Benevento
Print_ISBN
1-4244-0253-0
Type
conf
DOI
10.1109/MEMEA.2006.1644461
Filename
1644461
Link To Document