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| Content Provider | Springer Nature Link |
|---|---|
| Author | Ponalagusamy, R. Senthilkumar, S. |
| Copyright Year | 2007 |
| Abstract | We introduce a new technique for solving initial value problems (IVPs) with error control by formulating an embedded method involving RK methods based on arithmetic mean (AM) and Heronian mean (HeM). The function of the simulator is that it is capable of performing raster simulation for any kind as well as any size of input image. It is a powerful tool for researchers to examine the potential applications of CNN. By using the newly proposed embedded method, a versatile algorithm for simulating multilayer CNN arrays is implemented. This article proposes an efficient pseudo code for exploiting the latency properties of CNN along with well known RK-fourth order embedded numerical integration algorithms. Simulation results and comparison have also been presented to show the efficiency of the numerical integration algorithms. It is found that the RK-embedded Heronian mean outperforms well in comparison with the RK-embedded centroidal mean, harmonic mean and contra-harmonic mean. A more quantitative analysis has been carried out to clearly visualize the goodness and robustness of the proposed algorithm. |
| Starting Page | 1 |
| Ending Page | 11 |
| Page Count | 11 |
| File Format | |
| ISSN | 18631703 |
| Journal | Signal, Image and Video Processing |
| Volume Number | 3 |
| Issue Number | 1 |
| e-ISSN | 18631711 |
| Language | English |
| Publisher | Springer-Verlag |
| Publisher Date | 2007-12-18 |
| Publisher Place | London |
| Access Restriction | One Nation One Subscription (ONOS) |
| Subject Keyword | Multilayer raster Cellular neural network Numerical integration techniques Edge detection New embedded RKAHeM method Multimedia Information Systems Computer Imaging, Vision, Pattern Recognition and Graphics Image Processing and Computer Vision Signal, Image and Speech Processing |
| Content Type | Text |
| Resource Type | Article |
| Subject | Signal Processing Electrical and Electronic Engineering |
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