A Method of Memory Reduction for Specific Object Recognition with a Bloomier Filter

言語	英語
種類	国際会議等の予稿
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
分野	物体認識, パターン認識
キー	`Inoue2009_MITA` (id=1102)

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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@inproceedings{Inoue2009_MITA, author = {Inoue, Katsufumi and Kise, Koichi}, 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} }

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A Method of Memory Reduction for Specific Object Recognition with a Bloomier Filter

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