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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Mingyi He Huanping Chen Xu Li Narjis, F.S. |
| Copyright Year | 2011 |
| Description | Author affiliation: Department of Electronic and Information Engineering, Shaanxi Provincial Key Laboratory of Information Acquisition and Processing (IAP), School of Electronics and Information, Northwestern Polytechnical University, Xi'an, 710129, China (Mingyi He; Huanping Chen; Xu Li; Narjis, F.S.) |
| Abstract | In recent years, there has been great progress in the field of multi-focus image fusion. However, existing methods still have their respective defects, and the quality of fused image needs to be improved further. In this paper, a novel fusion method by progressive pixel extraction is proposed. In accordance with the sums of all high-frequency coefficients in a series of windows, the method aims at extracting sharp pixels instead of merging transformed coefficients or extracting sub-blocks as used in other methods, and its extraction process is conducted with progressive strategy at continuously increased window size. As a result, artifacts and block effects are largely reduced in the fused image, and the contradiction between precisely extracting clear edges and extracting larger area is resolved. Practical experimental results demonstrate that the proposed method is far superior to the comparable methods in terms of visual effect and objective evaluation. |
| Starting Page | 1731 |
| Ending Page | 1735 |
| File Size | 1273495 |
| Page Count | 5 |
| File Format | |
| ISBN | 9781424487547 |
| e-ISBN | 9781424487561 |
| e-ISBN | 9781424487554 |
| DOI | 10.1109/ICIEA.2011.5975871 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2011-06-21 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Pixel Image fusion Image edge detection Conferences Feature extraction Shape Transforms pixel extraction multi-focus image fusion progressive |
| Content Type | Text |
| Resource Type | Article |
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