文献の詳細
| 論文の言語 | 英語 |
|---|---|
| 著者 | Katsufumi Inoue,Koichi Kise |
| 論文名 | A Method of Memory Reduction for Specific Object Recognition with a Bloomier Filter |
| 論文誌名 | Proceedings of the 2009 International Conference on Multimedia, Information Technology and its Applications (MITA2009) |
| ページ | pp.27-28 |
| 査読の有無 | 有 |
| 年月 | 2009年8月 |
| 要約 | Specific object recognition based on nearest neighbor search of feature vectors requires a huge amount of memory to store all feature vectors for distance calculation. To solve this problem, we propose a memory reduction method for specific object recognition with no distance calculation for matching feature vectors. The proposed method is characterized by the use of a Bloomier filter, which is far memory efficient than a hash table, for the storage of feature vectors. The proposed method is evaluated based on experiments of planar and 3D specific object recognition in comparison to a method with a hash table. |
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- BibTeX用エントリー
@InProceedings{Inoue2009, author = {Katsufumi Inoue and Koichi Kise}, title = {A Method of Memory Reduction for Specific Object Recognition with a Bloomier Filter}, booktitle = {Proceedings of the 2009 International Conference on Multimedia, Information Technology and its Applications (MITA2009)}, year = 2009, month = aug, pages = {27--28} }