| Status | 已發表Published |
| Image restoration using fuzzy impulse noise detection and adaptive median filter | |
| Lin Y.; Fang B.; Tang Y. | |
| 2010-12-01 | |
| Source Publication | 2010 Chinese Conference on Pattern Recognition, CCPR 2010 - Proceedings
 |
| Pages | 551-554 |
| Abstract | In this paper we propose a new algorithm to reduce the impulse noises in images. It contains two separated steps: impulse noise detect step and filter step. In impulse noise detect step we use the fuzzy gradient method with new fuzzy rules to distinguish the noise pixels and edge pixels; and filter step employs a novel adaptive median filter whose size is controlled by the number of interesting pixels in the filter window and its dynamic number threshold which will be defined in this paper. Experimental results show it is effective in image impulse noise removing while preserving the image details. ©2010 IEEE. |
| Keyword | Adaptive median filter Fuzzy rules Image restoration |
| DOI | 10.1109/CCPR.2010.5659312 |
| URL | View the original |
| Language | 英語English |
| Fulltext Access | |
| Citation statistics | |
| Document Type | Conference paper |
| Collection | University of Macau |
| Affiliation | Chongqing University |
| Recommended Citation GB/T 7714 | Lin Y.,Fang B.,Tang Y.. Image restoration using fuzzy impulse noise detection and adaptive median filter[C], 2010, 551-554. |
| APA | Lin Y.., Fang B.., & Tang Y. (2010). Image restoration using fuzzy impulse noise detection and adaptive median filter. 2010 Chinese Conference on Pattern Recognition, CCPR 2010 - Proceedings, 551-554. |
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