Title :
Vision-based finger tracking of breast palpation for improving breast self-examination
Author :
Zeng, Jianchao ; Wang, Yue ; Turner, Russell ; Freedman, M. Atthew ; Mun, Seong K.
Author_Institution :
Dept. of Radiol., Georgetown Univ. Med. Center, Washington, DC, USA
fDate :
31 Oct-3 Nov 1996
Abstract :
We propose to build a system using vision-based motion tracking technology to gather quantitative data about the breast palpation process for analysis of breast self-examination (BSE) technique. By tracking the position of the fingers, the system is able to objectively quantify the procedure of the BSE process, thus can improve our knowledge on the effectiveness of this technique so as to optimize the search strategy and assure full coverage for breast cancer detection. By graphically displaying palpation features to the patient as the BSE is conducted, the system will provide an interactive feedback to the patient and create a prototype for a computer-based BSE training system. In this paper, we describe the vision-based finger tracking technique used in the system, which uses color information in feature extraction and can track 3D positions of the fingers in real time. Experimental results confirm the good performance and effectiveness of the technique. Several issues on implementation of the technique are also discussed
Keywords :
computer vision; data visualisation; feature extraction; feedback; image colour analysis; interactive systems; medical image processing; tracking; 3D positions; breast cancer detection; breast palpation; color information; colored finger nails; computer-based training system; feature extraction; improving breast self-examination; interactive feedback; quantitative data; real time; search strategy; vision-based finger tracking; vision-based motion tracking; Breast cancer; Cancer detection; Computer displays; Feature extraction; Feedback; Fingers; Motion analysis; Prototypes; Real time systems; Tracking;
Conference_Titel :
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location :
Amsterdam
Print_ISBN :
0-7803-3811-1
DOI :
10.1109/IEMBS.1996.656890