| Presentation | 2004/11/26 Signal processing for flavor expression using combination of taste sensor and odor sensor Soichiro Umetani, Yuki Hasegawa, Teruaki Katsube, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | For developing a hybrid sensing device that can detect flavor, it is required to establish a method of expression of flavor using combination of taste sensor and odor sensor. In this paper, we propose a method of hierarchical signal processing which consists of 2-layers of principal component analysis (PCA) and a neural network. The 2-layers of PCA is to integrate taste and odor sensing signal together as a measure of flavor, and the neural network using the results of PCA is to estimate scales of specific tastes. We applied the method to integrate outputs of a taste sensor with five ion selective electrodes and an odor sensor using commercially available metal oxide semiconductor gas sensors. The possibility of flavor expression was shown by some experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | taste / odor / flavor / hierarchical principal component analysis / neural network / hierarchical signal processing |
| Paper # | OME2004-108 |
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| Conference Information | |
| Committee | OME |
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| Conference Date | 2004/11/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Organic Material Electronics (OME) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Signal processing for flavor expression using combination of taste sensor and odor sensor |
| Sub Title (in English) | |
| Keyword(1) | taste |
| Keyword(2) | odor |
| Keyword(3) | flavor |
| Keyword(4) | hierarchical principal component analysis |
| Keyword(5) | neural network |
| Keyword(6) | hierarchical signal processing |
| 1st Author's Name | Soichiro Umetani |
| 1st Author's Affiliation | Graduate School of Science and Engineering, Saitama University() |
| 2nd Author's Name | Yuki Hasegawa |
| 2nd Author's Affiliation | Faculty of Engineering, Saitama University |
| 3rd Author's Name | Teruaki Katsube |
| 3rd Author's Affiliation | Faculty of Engineering, Saitama University |
| Date | 2004/11/26 |
| Paper # | OME2004-108 |
| Volume (vol) | vol.104 |
| Number (no) | 483 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |