Fuzzy homogeneity approach to multilevel thresholding
- 1 July 1998
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Image Processing
- Vol. 7 (7), 1084-1086
- https://doi.org/10.1109/83.701171
Abstract
The spatial ambiguity among pixels has inherent vagueness rather than randomness, therefore, the conventional methods might not work well. We propose fuzzy homogeneity vectors to handle the greyness and spatial uncertainties among pixels, and to perform multilevel thresholding. The experimental results prove that the proposed approach works better than the histogram-based algorithms.Keywords
This publication has 6 references indexed in Scilit:
- Fuzzy entropy threshold approach to breast cancer detectionInformation Sciences - Applications, 1995
- A New Approach for Multilevel Threshold SelectionCVGIP: Graphical Models and Image Processing, 1994
- Histogram thresholding by minimizing graylevel fuzzinessInformation Sciences, 1992
- A survey of thresholding techniquesComputer Vision, Graphics, and Image Processing, 1988
- The fuzzy geometry of image subsetsPattern Recognition Letters, 1984
- Finding structure in Co-occurrence matrices for texture analysisComputer Graphics and Image Processing, 1980