Title :
Evaluation of different marker sets for motion artifact reduction in breast dynamic infrared imaging
Author :
Agostini, V. ; Knaflitz, M. ; Molinari, Filippo
Author_Institution :
Politec. di Torino, Turin
Abstract :
Dynamic infrared imaging is a promising technique to be applied to early breast cancer diagnosis. It is based on the acquisition of hundreds of consecutive thermal images with a frame rate ranging from 50 to 200 frames/s, followed by the spectral analysis of temperature time series at each image pixel. To improve the time series signal-to-noise ratio, it is useful to realign the thermal images of the acquisition sequence. Our previous studies demonstrated that a registration algorithm based on fiducial points is suitable to both clinical applications and research, when associated with a proper set of skin markers. In this paper, we evaluate the performance of different marker sets by means of a model that allows estimating the signal-to-noise ratio increment due to registration, and we conclude that a 9-marker set is a good compromise between motion artifact reduction and the time required to prepare the patient.
Keywords :
biomedical optical imaging; cancer; image registration; image sequences; infrared imaging; mammography; medical image processing; breast cancer; dynamic infrared imaging; image sequence; marker sets; motion artifact reduction; registration algorithm; thermal images; Blood; Breast cancer; Fluctuations; Image registration; Infrared imaging; Pixel; Signal to noise ratio; Skin; Spectral analysis; Temperature sensors; Algorithms; Artifacts; Breast Neoplasms; Diagnostic Imaging; Equipment Design; Equipment Failure Analysis; Female; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Infrared Rays; Movement; Phantoms, Imaging; Reproducibility of Results; Sensitivity and Specificity; Subtraction Technique; Thermography;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4353055