Title :
Multiparametric multiscale filtering, multiparametric granulometries and the associated pattern spectra
Author :
Gadre, Vikram M. ; Patney, R.K.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., New Delhi, India
Abstract :
Granulometries with respect to a structuring element which has more than one free parameter are introduced. Various one-dimensional granulometries and related pattern spectra which can derived from these multidimensional granulometries are indicated. The need for considering such granulometries is explained. The multiparametric pecstrum is introduced, based on which a multiparametric skeletal transform is defined. It is shown how this skeletal transform can enhance the data compaction capability of the one-parametric skeletal transform
Keywords :
filtering and prediction theory; image recognition; transforms; data compaction capability; multiparametric granulometries; multiparametric multiscale filtering; multiparametric pecstrum; multiscale filtering; pattern spectra; skeletal transform; structuring element; transforms; Artificial intelligence; Compaction; Filtering; Morphological operations; Morphology; Multidimensional signal processing; Multidimensional systems; Pattern recognition; Shape; Skeleton;
Conference_Titel :
Circuits and Systems, 1992. ISCAS '92. Proceedings., 1992 IEEE International Symposium on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-0593-0
DOI :
10.1109/ISCAS.1992.230212
