2017年8月30日
Single frame super resolution using bilateral filter
IFSA-SCIS 2017 - Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems
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- 記述言語
- 英語
- 掲載種別
- 研究論文(国際会議プロシーディングス)
- DOI
- 10.1109/IFSA-SCIS.2017.8023365
- 出版者・発行元
- Institute of Electrical and Electronics Engineers Inc.
A bilateral filter which is a general noise removal method is an edge preserving type noise removal filter and is known to have an effect of emphasizing an edge together with a noise removal effect. In this paper, we describe an image super resolution method applying this feature. Experimental results are not totally different from the conventional methods in both objective evaluation (PSNR) and subjective evaluation. However, the proposed method is resistant to the degree of deterioration (enlargement ratio), and according to a new objective evaluation focusing on edges, it was possible to confirm the sharpening effect exceeding the conventional methods.
- ID情報
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- DOI : 10.1109/IFSA-SCIS.2017.8023365
- SCOPUS ID : 85030854656