| Presentation | 2012-11-08 Efficient free-view image synthesis based on the compressed sensing Masaru TOMABECHI, Tadaaki HOSAKA, Takayuki HAMAMOTO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Most of traditional methods to synthesize virtual-view images require huge amount of data storage and computational efforts. In this paper, we propose a method to reduce the amount of data and computation by using the compressed sensing. Instead of dealing with the actual images, our method performs depth estimation for compressed linear measurement vectors. Transferring these vectors to a virtual viewpoint based on the depth information, the free-view image is finally obtained through the reconstruction process. Experimental results show the validity of the proposed method in terms of the image quality and processing time for the compression rate. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Block compressed sensing / Free-view image synthesis / Single-pixel camera / Stereo matching |
| Paper # | IBISML2012-74 |
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| Conference Information | |
| Committee | IBISML |
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| Conference Date | 2012/10/31(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Information-Based Induction Sciences and Machine Learning (IBISML) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Efficient free-view image synthesis based on the compressed sensing |
| Sub Title (in English) | |
| Keyword(1) | Block compressed sensing |
| Keyword(2) | Free-view image synthesis |
| Keyword(3) | Single-pixel camera |
| Keyword(4) | Stereo matching |
| 1st Author's Name | Masaru TOMABECHI |
| 1st Author's Affiliation | Graduate School of Engineering, Tokyo University of Science() |
| 2nd Author's Name | Tadaaki HOSAKA |
| 2nd Author's Affiliation | Graduate School of Engineering, Tokyo University of Science |
| 3rd Author's Name | Takayuki HAMAMOTO |
| 3rd Author's Affiliation | Graduate School of Engineering, Tokyo University of Science |
| Date | 2012-11-08 |
| Paper # | IBISML2012-74 |
| Volume (vol) | vol.112 |
| Number (no) | 279 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |