Title

Color image edge detection based on nonparametric density estimation

Document Type

Conference Paper

Publication Title

Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205)

Conference

2001 International Conference on Image Processing

Publication Date

2001

Date Added

2022-03-29

Abstract

A novel computationally efficient adaptive algorithm to accomplish edge detection in multidimensional and color images is presented. It is a statistical approach, based on local, non-parametric kernel density estimation. The location of the edge discontinuity coincides with the image density function minimum and it is determined by appropriate resampling of the locally defined probability space. The operator is radially symmetric and can be easily adapted to cope with signals of any dimensionality.

DOI

10.1109/ICIP.2001.959197

ISBN

978-0-7803-6725-8

Keywords

Technology

Disciplines

Bioimaging and Biomedical Optics

Publisher

IEEE

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