UAV-based multispectral aerial image retrieval using spectral feature and semantic computing

Jinmika Wijitdechakul, Shiori Sasaki, Yasushi Kiyoki, Chawan Koopipat

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

This research proposes the multispectral image retrieval method by using spectral feature and semantic computing which is not many studies have focused. The main contributions are to enhance the effectiveness and advantageous of global environmental analysis system and realize semantic associative search and analysis. In this work, we study multispectral image retrieval using spectral feature computed in multispectral semantic-image space. The multispectral semantic-image space is supposing to realize the interpretation of substance (materials) on earth surface which can be provided the analyzed results as human-level interpretation. Our essential approach is utilizing the semantic computing to measure the similarity between multispectral image and the meaningful keywords which according to the user's contexts. Our research results found that this method possible to acquire the spectral feature from the multispectral image and could be used in multispectral image retrieval. In this study, a multispectral image is used as the image query according to user's query contexts. Moreover, the method performance of UAV-based multispectral aerial image retrieval using spectral feature and semantic computing is measured based on the queries with three contexts of multispectral image which is indicated by previous study on agricultural monitoring system and semantic interpretation model.

本文言語English
ホスト出版物のタイトルProceedings - International Electronics Symposium on Knowledge Creation and Intelligent Computing, IES-KCIC 2017
編集者Fahim Nur Cahya Bagar, Ahmad Zainudin, M. Udin Harun Al Rasyid, Hendy Briantoro, Zulhaydar Fairozal Akbar
出版社Institute of Electrical and Electronics Engineers Inc.
ページ101-107
ページ数7
ISBN(電子版)9781538607169
DOI
出版ステータスPublished - 2017 12月 19
イベント6th International Electronics Symposium on Knowledge Creation and Intelligent Computing, IES-KCIC 2017 - Surabaya, Indonesia
継続期間: 2017 9月 262017 9月 27

出版物シリーズ

名前Proceedings - International Electronics Symposium on Knowledge Creation and Intelligent Computing, IES-KCIC 2017
2017-January

Other

Other6th International Electronics Symposium on Knowledge Creation and Intelligent Computing, IES-KCIC 2017
国/地域Indonesia
CitySurabaya
Period17/9/2617/9/27

ASJC Scopus subject areas

  • 人工知能
  • 信号処理

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