Title :
Modulus maximum image energy using maximum entropy
Author :
Heric, D. ; Zazula, D.
Author_Institution :
Fac. of Electr. Eng. & Comput. Sci., Maribor Univ.
Abstract :
A negative gradient of the image energy is a driving force, which controls the movement of an active contour. We might say that the final shape depends most on how well the image energy is defined. Traditional image energy models produce a limited range of the force and a poor vector filed definition for concave regions. These limitations have been resolved by a gradient vector flow whose major disadvantage is computational time. However, we have proposed a novel modulus maximums image energy that is based on the wavelet transform. It is defined as a cubic spatial interpolation between adjacent modulus maxima. Its negative gradient has a large capture range and forces active contours also into a concave shape. At the end an example of active contour driven by the negative gradient of modulus maximum image energy is presented
Keywords :
gradient methods; image processing; interpolation; maximum entropy methods; wavelet transforms; adjacent modulus maxima; cubic spatial interpolation; gradient vector flow; maximum entropy; modulus maximum image energy; negative gradient; wavelet transform; Active contours; Computer science; Control systems; Deformable models; Energy resolution; Entropy; Force control; Laboratories; Shape; System software;
Conference_Titel :
ELMAR, 2005. 47th International Symposium
Conference_Location :
Zadar
Print_ISBN :
953-7044-01-4
DOI :
10.1109/ELMAR.2005.193640