The differences between Cellular Neural Network based and Fuzzy Cellular Nneural Network based mathematical morphological operations
✍ Scribed by Yang, Tao; Yang, Chun-Mei; Yang, Lin-Bao
- Publisher
- John Wiley and Sons
- Year
- 1998
- Tongue
- English
- Weight
- 322 KB
- Volume
- 26
- Category
- Article
- ISSN
- 0098-9886
No coin nor oath required. For personal study only.
✦ Synopsis
In this paper, the differences between cellular neural network (CNN)-based and fuzzy CNN (FCNN)-based grey-scale mathematical morphological operations are presented. The performances of the CNN-based mathematical morphological operations are analyzed. The stability and the basin of attraction of conventional CNN-based grey-scale erosion and grey-scale dilation are studied. We find that the conventional CNN-based grey-scale erosion and grey-scale dilation can introduce some time varying and 'random' errors in their outputs. For comparison, the performances of the FCNNbased grey-scale mathematical morphological operations are also presented. We find that the FCNN-based erosion and dilation can give error-free results. Simulation results are given.