| Presentation | 2005-09-22 A Robust Recognition of Objects under Variable Illumination Conditions using Higher-order Local Auto-Correlation Takayoshi SHIRAKI, Nobuyuki OTSU, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A change of illumination makes it difficult to recognize objects in the real world. Though many methods have tackled this problem, most of them have a weakness for geometrical transformations. In this paper, we treat the case of translation by using Higher-order Local AutoCorrelation (HLAC) features which is invariant under translation. First, we prove the set of HLAC feature vectors of an object with a lambertian surface forms a 3D manifold and is constrained in a linear subspace. Second, we consider such a property and propose a method which is robust to the change of illumination and position by applying a subspace method to HLAC feature vectors. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | illumination / lambertian / HLAC(Higher-order Local AutoCorrelation) / robust |
| Paper # | NLC2005-46,PRMU2005-73 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2005/9/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Robust Recognition of Objects under Variable Illumination Conditions using Higher-order Local Auto-Correlation |
| Sub Title (in English) | |
| Keyword(1) | illumination |
| Keyword(2) | lambertian |
| Keyword(3) | HLAC(Higher-order Local AutoCorrelation) |
| Keyword(4) | robust |
| 1st Author's Name | Takayoshi SHIRAKI |
| 1st Author's Affiliation | Graduate School of Information Science and Technology, University of Tokyo() |
| 2nd Author's Name | Nobuyuki OTSU |
| 2nd Author's Affiliation | National Institute of Advanced Industrial Science and Technology:Graduate School of Information Science and Technology, University of Tokyo |
| Date | 2005-09-22 |
| Paper # | NLC2005-46,PRMU2005-73 |
| Volume (vol) | vol.105 |
| Number (no) | 302 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |