A Hybrid Demosaicking Algorithm for Area Scan Industrial Camera Based on Fuzzy Edge Strength and Residual Interpolation
文献类型：期刊论文
| 作者 | Sun, Bangyong1,2; Yuan, Nianzeng2; Zhao, Zhe2 |
| 刊名 | IEEE Transactions on Industrial Informatics
 |
| 出版日期 | 2020-06-01 |
| 卷号 | 16期号:6页码:4038-4048 |
| ISSN号 | 15513203;19410050 |
| 关键词 | strength fuzzy membership image demosaicking residual interpolation (RI) |
| DOI | 10.1109/TII.2019.2959069 |
| 产权排序 | 1 |
| 英文摘要 | Area scan cameras are widely used in industrial manufacturing for quality controlling, production monitoring, or defect inspection. The area scan cameras are normally integrated in a single sensor covered by the Bayer color filter array for RGB signal capturing, and the raw image with one channel for each pixel is obtained in one exposure. Therefore, it is significant to reconstruct the other two channels at each pixel which is called demosaicking. In this article, one hybrid demosaicking algorithm is proposed based on fuzzy edge strength and residual interpolation (RI) method. We first demosaic the G channel with one edge-directed filter and refine the high textured details by using fuzzy edge strength interpolation. Then, the RI is employed to calculate R and B channels, where G is used as the guide image for computing residuals. In the experiment, we evaluate our proposed method with nine prevalent interpolation-based algorithms on the IMAX and Kodak image datasets. The experimental results demonstrate that the proposed algorithm outperform the others by synthesizing the performance in peak signal-to-noise ratio, structural similarity, visual comparison, and computational time. © 2005-2012 IEEE. |
| 语种 | 英语 |
| 出版者 | IEEE Computer Society |
| 源URL | [http://ir.opt.ac.cn/handle/181661/93334]  |
| 专题 | 西安光学精密机械研究所_光学影像学习与分析中心 |
| 作者单位 | 1.Key Laboratory of Spectral Imaging Technology of China Academy of Science, Xi'an Institute of Optics and Precision Mechanics, Xi'an; 7119, China 2.School of Printing, Packaging and Digital Media, Xi'an University of Technology, Xi'an; 10048, China; |
| 推荐引用方式 GB/T 7714 | Sun, Bangyong,Yuan, Nianzeng,Zhao, Zhe. A Hybrid Demosaicking Algorithm for Area Scan Industrial Camera Based on Fuzzy Edge Strength and Residual Interpolation[J]. IEEE Transactions on Industrial Informatics,2020,16(6):4038-4048. |
| APA | Sun, Bangyong,Yuan, Nianzeng,&Zhao, Zhe.(2020).A Hybrid Demosaicking Algorithm for Area Scan Industrial Camera Based on Fuzzy Edge Strength and Residual Interpolation.IEEE Transactions on Industrial Informatics,16(6),4038-4048. |
| MLA | Sun, Bangyong,et al."A Hybrid Demosaicking Algorithm for Area Scan Industrial Camera Based on Fuzzy Edge Strength and Residual Interpolation".IEEE Transactions on Industrial Informatics 16.6(2020):4038-4048. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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