| Presentation | 2012-04-19 Fusion of Visible and Infrared Images by Non-Subsampled Contourlet Transform and Pulse Coupled Neural Network Chihiro IKUTA, Songjun ZHANG, Yoko UWATE, Guoan YANG, Yoshifumi NISHIO, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The image fusion between a visible image and an infrared image is obtained important information from characters of two images. Currently, various methods are proposed for image fusion. The Pulse Coupled Neural Network (PCNN) is especially useful, because the PCNN has high response to the edge of the image. In this article, we use two different methods which are the PCNN and Non-Subsampled Contourlet Transform (NSCT) to the image fusion algorithm. In this method, the images are decomposed to the coefficients by the NSCT. These coefficients are treated by a laplacian filter and an average filter. After that, the changed coefficients are fused by the PCNN. The fused coefficients reconstruct to the fusion image by the NSCT. From simulations, we confirm that the proposed image fusion algorithm can be obtained to the high quality image than the fusion image of only using the PCNN. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image fusion / Counterlet transform / Pulse coupled neural network |
| Paper # | NLP2012-6 |
| Date of Issue |
| Conference Information | |
| Committee | NLP |
|---|---|
| Conference Date | 2012/4/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Fusion of Visible and Infrared Images by Non-Subsampled Contourlet Transform and Pulse Coupled Neural Network |
| Sub Title (in English) | |
| Keyword(1) | Image fusion |
| Keyword(2) | Counterlet transform |
| Keyword(3) | Pulse coupled neural network |
| 1st Author's Name | Chihiro IKUTA |
| 1st Author's Affiliation | Dept. of E.E. Eng., Tokushima University() |
| 2nd Author's Name | Songjun ZHANG |
| 2nd Author's Affiliation | Dept. of Automation Science and Technology, School of Electric and Information Eng., Xi'an Jiaotong University |
| 3rd Author's Name | Yoko UWATE |
| 3rd Author's Affiliation | Dept. of E.E. Eng., Tokushima University |
| 4th Author's Name | Guoan YANG |
| 4th Author's Affiliation | Dept. of Automation Science and Technology, School of Electric and Information Eng., Xi'an Jiaotong University |
| 5th Author's Name | Yoshifumi NISHIO |
| 5th Author's Affiliation | Dept. of E.E. Eng., Tokushima University |
| Date | 2012-04-19 |
| Paper # | NLP2012-6 |
| Volume (vol) | vol.112 |
| Number (no) | 6 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |