| Presentation | 2018-11-29 Acceleration of Edge-preserving Smoothing Filters with Local LUT Hiroshi Tajima, Teppei Tsubokawa, Yoshihiro Maeda, Norishige Fukushima, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Edge-preserving filters have been used in various applications in image processing. As the number of pixels of digital cameras has been increasing, thus the computational cost becomes higher since the order of the filters depends on the image size. There are several acceleration approaches for the edge-preserving filtering; however, most approaches reduce the dependency of filtering kernel size for acceleration. In this paper, we propose a method to accelerate the edge-preserving filters for high-resolution images. The proposed method subsamples an input image and then performs the edge-preserving filtering on the subsampled image. The proposed method then upsamples the subsampled image with the guidance, which is the high-resolution input image. For thisupsampling, we generate per-pixel LUTs for high-precision upsampling. Experimental results show that the proposed method has higher performance than the conventional approaches. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Edge-preserving smoothing filters / local LUT / Bilateral filtering / L0 smoothing |
| Paper # | CS2018-74,IE2018-53 |
| Date of Issue | 2018-11-22 (CS, IE) |
| Conference Information | |
| Committee | CS / IE / IPSJ-AVM / ITE-BCT |
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| Conference Date | 2018/11/29(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokushima University (Memorial Hall of Almuni(Engineering)) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Image coding, Communications and streaming technologies, etc. |
| Chair | Hidenori Nakazato(Waseda Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Hideaki Kimata(NTT) / Tomoaki Otsuki(Keio Univ.) |
| Vice Chair | Jun Terada(NTT) / Hideaki Kimata(NTT) / Kazuya Kodama(NII) / / Kyoichi Saito(NHK) / Yasushi Kasuga(TV Asahi) / Masayoshi Fukumoto(NEC) |
| Secretary | Jun Terada(NTT) / Hideaki Kimata(Waseda Univ.) / Kazuya Kodama(KDDI Research) / (Nagoya Univ.) / Kyoichi Saito(NTT) / Yasushi Kasuga(Tokyo Univ. of Science) / Masayoshi Fukumoto(KDDI Research, Inc.) |
| Assistant | Kazutaka Hara(NTT) / Kentaro Toyoda(Keio Univ.) / Kazuya Hayase(NTT) / Yasutaka Matsuo(NHK) / / Toshiharu Morizumi(NTT) / Takahiro Shiozawa(National Inst. of Tech., Kagawa College) / Shigeru Watanabe(Nihon Dengyo Kosaku) / Shinya Takeuchi(NHK) / Takao Tsuda(NHK) |
| Paper Information | |
| Registration To | Technical Committee on Communication Systems / Technical Committee on Image Engineering / Special Interest Group on Audio Visual and Multimedia Information Processing / Technical Group on Broadcasting Technology |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Acceleration of Edge-preserving Smoothing Filters with Local LUT |
| Sub Title (in English) | |
| Keyword(1) | Edge-preserving smoothing filters |
| Keyword(2) | local LUT |
| Keyword(3) | Bilateral filtering |
| Keyword(4) | L0 smoothing |
| 1st Author's Name | Hiroshi Tajima |
| 1st Author's Affiliation | Nagoya Institute of Technology(NIT) |
| 2nd Author's Name | Teppei Tsubokawa |
| 2nd Author's Affiliation | Nagoya Institute of Technology(NIT) |
| 3rd Author's Name | Yoshihiro Maeda |
| 3rd Author's Affiliation | Nagoya Institute of Technology(NIT) |
| 4th Author's Name | Norishige Fukushima |
| 4th Author's Affiliation | Nagoya Institute of Technology(NIT) |
| Date | 2018-11-29 |
| Paper # | CS2018-74,IE2018-53 |
| Volume (vol) | vol.118 |
| Number (no) | CS-328,IE-329 |
| Page | pp.pp.27-32(CS), pp.27-32(IE), |
| #Pages | 6 |
| Date of Issue | 2018-11-22 (CS, IE) |