Yet rapid ICA: Applications to un-indexed image-to-image retrieval

Ryota Yokote; Yasuo Matsuyama

doi:10.1109/IJCNN.2010.5596895

Yet rapid ICA: Applications to un-indexed image-to-image retrieval

Ryota Yokote^*, Yasuo Matsuyama

^*この研究の対応する著者

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

A faster algorithm of ICA is devised. This method utilizes multi-step past information with the existing fixed-point method. The use of past information comes from the idea of surrogate optimization. The speed and implemented software are checked for both simulated and read data. The presented ICA, named Rapid ICA, is applied to image-to-image retrieval without indices. Images judged to be similar reflected user's opinion well.

本文言語	English
ホスト出版物のタイトル	Proceedings of the International Joint Conference on Neural Networks
DOI	https://doi.org/10.1109/IJCNN.2010.5596895
出版ステータス	Published - 2010
イベント	2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010 - Barcelona 継続期間: 2010 7月 18 → 2010 7月 23

Other

Other	2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010
City	Barcelona
Period	10/7/18 → 10/7/23

ASJC Scopus subject areas

ソフトウェア
人工知能

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10.1109/IJCNN.2010.5596895

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引用スタイル

Yokote, R & Matsuyama, Y 2010, Yet rapid ICA: Applications to un-indexed image-to-image retrieval. in Proceedings of the International Joint Conference on Neural Networks., 5596895, 2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010, Barcelona, 10/7/18. https://doi.org/10.1109/IJCNN.2010.5596895

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abstract = "A faster algorithm of ICA is devised. This method utilizes multi-step past information with the existing fixed-point method. The use of past information comes from the idea of surrogate optimization. The speed and implemented software are checked for both simulated and read data. The presented ICA, named Rapid ICA, is applied to image-to-image retrieval without indices. Images judged to be similar reflected user's opinion well.",

author = "Ryota Yokote and Yasuo Matsuyama",

year = "2010",

doi = "10.1109/IJCNN.2010.5596895",

language = "English",

isbn = "9781424469178",

booktitle = "Proceedings of the International Joint Conference on Neural Networks",

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PY - 2010

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AB - A faster algorithm of ICA is devised. This method utilizes multi-step past information with the existing fixed-point method. The use of past information comes from the idea of surrogate optimization. The speed and implemented software are checked for both simulated and read data. The presented ICA, named Rapid ICA, is applied to image-to-image retrieval without indices. Images judged to be similar reflected user's opinion well.

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BT - Proceedings of the International Joint Conference on Neural Networks

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ER -

Yet rapid ICA: Applications to un-indexed image-to-image retrieval

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