Multistage bilateral noise filtering and edge detection for color image enhancement

Wen Chung Kao*, Ying Ju Chen

*此作品的通信作者

研究成果: 雜誌貢獻期刊論文同行評審

29 引文 斯高帕斯(Scopus)

摘要

Removing noise while preserving and enhancing edges is one of the most fundamental operations of image/video processing. When taking pictures with digital cameras, it is frequently found that the color images are corrupted by miscellaneous noise and, hence, noise filtering is necessary. The difficulty is that usually the filtering will reduce the sharpness of the image. On the other hand, optical lens imperfections are usually equivalent to spatial low pass filters and tend to result in blurred images. It is customary to apply edge enhancement algorithm on the image in order to improve the sharpness, but this process usually increase the noise level as a by-product. In this paper, we present a new integrated approach to address these issues. The proposed approach combines color edge detection, bilateral noise filter, and edge enhancement based on suitable color spaces. The experimental results show that the proposed approach can effectively reduce the noise while preserving and enhancing edges.

原文英語
頁(從 - 到)1346-1351
頁數6
期刊IEEE Transactions on Consumer Electronics
51
發行號4
DOIs
出版狀態已發佈 - 2005 十一月

ASJC Scopus subject areas

  • 媒體技術
  • 電氣與電子工程

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