2012 Fiscal Year Final Research Report
Study on intelligent-processing LSI with multi resolutions- and/or layers- cellular automata
| Project/Area Number |
22500115
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Intelligent informatics
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| Research Institution | Hokkaido University |
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Principal Investigator |
IKEBE Masayuki 北海道大学, 大学院・情報科学研究科, 准教授 (20374613)
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| Project Period (FY) |
2010 – 2012
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| Keywords | セルオートマトン / 局所 / 大局 / 画像処理 / 多重解像度 / イメージセンサ |
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| Research Abstract |
We developed an efficient CA algorithm for single-image super resolution based on low-memory box filtering. In FPGA implementation, we realize real-time QVGA to VGA movie processing and higher-quality jaggy suppression than bi-cubic interpolation. Moreover we implemented a fast 2-D local histogram equalization method, which with compensates halo effects, without kernel-size dependency. Using a2.9-GHz CPU with our method, the algorithm achieves 2 million pixels per 0.4 sec operation without the need for down sampling, Single Instruction/Multiple Data (SIMD) or multi-thread operation.
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