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

Language	English
Type	Proceedings of International Conferences
Authors	Katsufumi Inoue, Koichi Kise
Title	A Method of Memory Reduction for Specific Object Recognition with a Bloomier Filter
Journal	Proceedings of the 2009 International Conference on Multimedia, Information Technology and its Applications (MITA2009)
Pages	pp.27-28
Reviewed	Reviewed
Date	August 2009
Research fields	Object Recognition, Pattern recognition
Key	`Inoue2009_MITA` (id=1102)

Abstract

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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{authors}{authors_and}{authors_ja}{authors_ja_tight}{authors_en}{authors_en_and}{authors_tight}{first_author}{title}{title_ja}{title_en}{journal}{journal_ja}{journal_en}{book_title}{volume}{number}{series}{presen_id}{pages}{pp}{num_pages}{year}{month}{month_en}{month_short}{ym}{date}{date_ja}{date_en}{publisher}{address}{location}{review}{review_ja}{review_en}{reviewed_mark}{presen_type}{type}{type_label}{doi}{url}{key}{awards}

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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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