| Presentation | 2013-11-23 Brain-style image recognition algorithm constructed from the human brain activity at higher visual cortices : Application to the recognition of occluded pedestrian images Hiroyuki HOSHINO, Takashi OWAKI, Hiroki KURASHIGE, Kenichi UENO, Topi TANSKANEN, Kang CHENG, Hideyuki CATEAU, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The purpose of our study is to improve the robustness of image recognition for pedestrians or vehicles occluded by other objects. Previously, we developed a method of constructing a brain-style visual recognition algorithm from multi-neuron activity data. In this paper, we apply the method to the human brain activity at the higher visual cortices measured by fMRI, and show that our algorithm is improved in the recognition of occluded pedestrian images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | image recognition / higher visual cortex / fMRI / kernel canonical correlation analysis / pedestrian detection / occlusion |
| Paper # | NC2013-52 |
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| Committee | NC |
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| Conference Date | 2013/11/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Brain-style image recognition algorithm constructed from the human brain activity at higher visual cortices : Application to the recognition of occluded pedestrian images |
| Sub Title (in English) | |
| Keyword(1) | image recognition |
| Keyword(2) | higher visual cortex |
| Keyword(3) | fMRI |
| Keyword(4) | kernel canonical correlation analysis |
| Keyword(5) | pedestrian detection |
| Keyword(6) | occlusion |
| 1st Author's Name | Hiroyuki HOSHINO |
| 1st Author's Affiliation | Toyota Central R&D Labs, Inc.() |
| 2nd Author's Name | Takashi OWAKI |
| 2nd Author's Affiliation | Toyota Central R&D Labs, Inc. |
| 3rd Author's Name | Hiroki KURASHIGE |
| 3rd Author's Affiliation | RIKEN BSI-TOYOTA Collaboration Center, RIKEN |
| 4th Author's Name | Kenichi UENO |
| 4th Author's Affiliation | RIKEN BSI, RIKEN |
| 5th Author's Name | Topi TANSKANEN |
| 5th Author's Affiliation | RIKEN BSI, RIKEN |
| 6th Author's Name | Kang CHENG |
| 6th Author's Affiliation | RIKEN BSI, RIKEN |
| 7th Author's Name | Hideyuki CATEAU |
| 7th Author's Affiliation | RIKEN BSI-TOYOTA Collaboration Center, RIKEN |
| Date | 2013-11-23 |
| Paper # | NC2013-52 |
| Volume (vol) | vol.113 |
| Number (no) | 315 |
| Page | pp.pp.- |
| #Pages | 6 |
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