Title :
Crest lines extraction in volume 3D medical images: a multi-scale approach
Author :
Monga, Olivier ; Lengagne, Richard ; Deriche, Rachid
Author_Institution :
Inst. Nat. de Recherche en Inf. et Autom., Le Chesnay, France
Abstract :
Presents a multi-scale approach to extract crest lines in volume 3D image. The key point of the authors´ approach is to characterize crest points using the first, second and third order partial derivatives of the grey level image function I(x, y, z). These partial derivatives are computed using a recursive filter approximating the Gaussian and its derivatives. Then the width of the filters defines the scale. The authors present experimental results obtained on real data
Keywords :
medical image processing; Gaussian; crest lines extraction; grey level image function; multi-scale approach; partial derivatives; recursive filter; volume 3D medical images; Biomedical imaging; Data mining; Filters; Image resolution; Stability criteria;
Conference_Titel :
Pattern Recognition, 1994. Vol. 1 - Conference A: Computer Vision & Image Processing., Proceedings of the 12th IAPR International Conference on
Conference_Location :
Jerusalem
Print_ISBN :
0-8186-6265-4
DOI :
10.1109/ICPR.1994.576356