TY - GEN
T1 - A Segmentation Algorithm Using Dyadic Wavelet Transform and Discrete Dynamic Contour
AU - Chiu, B. C Y
AU - Freeman, G. H.
AU - Salama, M. M A
AU - Fenster, A.
AU - Rizkalla, K.
AU - Downey, D. B.
PY - 2003
Y1 - 2003
N2 - Due to the quality of the ultrasound image, it is very difficult to develop a computerized method for defining the boundary of an object in this type of image. This paper focuses on developing a semi-automatic method for detecting the boundary of a prostate. The algorithm is based on Mallat's multiscale edge detection method and the discrete dynamic contour (DDC) model. The DDC model is made up of a set of connected vertices. When provided with an energy field that describes the features of the ultrasound image, the model automatically adjusts the vertices of the contour to attain a maximum energy. The proposed algorithm requires the user to enter four initialization points. The DDC model then updates the contour according to an energy field assigned based on the gradient modulus of the smoothed image obtained using the dyadic wavelet transform.
AB - Due to the quality of the ultrasound image, it is very difficult to develop a computerized method for defining the boundary of an object in this type of image. This paper focuses on developing a semi-automatic method for detecting the boundary of a prostate. The algorithm is based on Mallat's multiscale edge detection method and the discrete dynamic contour (DDC) model. The DDC model is made up of a set of connected vertices. When provided with an energy field that describes the features of the ultrasound image, the model automatically adjusts the vertices of the contour to attain a maximum energy. The proposed algorithm requires the user to enter four initialization points. The DDC model then updates the contour according to an energy field assigned based on the gradient modulus of the smoothed image obtained using the dyadic wavelet transform.
UR - http://www.scopus.com/inward/record.url?scp=0141650708&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-0141650708&origin=recordpage
M3 - RGC 32 - Refereed conference paper (with host publication)
VL - 3
T3 - Canadian Conference on Electrical and Computer Engineering
SP - 1481
EP - 1484
BT - CCECE 2003 - Canadian Conference on Electrical and Computer Engineering. Toward a Caring and Humane Technology
T2 - CCECE 2003 Canadian Conference on Electrical and Computer Engineering: Toward a Caring and Humane Technology
Y2 - 4 May 2003 through 7 May 2003
ER -