画像処理による色や形が類似した微小害虫の高精度分類

カテゴリ: 論文誌(論文単位)

グループ名: 【C】電子・情報・システム部門

発行日: 2016/08/01

タイトル(英語): High-precision Classification of Small Insects with Similar Color and Shape Using Image Processing

著者名: 池本　直矢（徳島大学工学部），寺田　賢治（徳島大学工学部），高科　勇太（徳島大学工学部），中野　昭雄（徳島県立農林水産総合技術支援センター）

著者名(英語): Naoya Ikemoto (Faculty of Engineering, Tokushima University), Kenji Terada (Faculty of Engineering, Tokushima University), Yuta Takashina (Faculty of Engineering, Tokushima University), Akio Nakano (Tokushima Agricalture, Forestry and Fisheries Technology Support Center)

キーワード: 画像処理，農業害虫，Split&Merge法　　Image Processing，Agricultual insect，Split&Merge Solution

要約(英語): In this paper, we propose a method of surveillance of the plant growth using image processing. This method is able to observe the condition of raising the plant in the greenhouse by detecting small insects. Experts can classify small insects, but many general people cannot classify small insects. Therefore we propose a method of classifying small insects by using image processing. The plate is prepared for extracting small insect. The image is obtained by an image scanner. In first process, each region of small insects is extracted from the image scanner image by using color information. In next process, some features are detected from the region of small insects. In last process, small insects are classified using above features. The experiments using the experimental system are performed to demonstrate the efficacy of this method and the experimental results are shown.

本誌: 電気学会論文誌C（電子・情報・システム部門誌） Vol.136 No.8 （2016） 特集Ⅰ：知能メカトロニクス分野と連携する知覚情報技術　特集Ⅱ：国際会議ICESS 2015

本誌掲載ページ: 1120-1127 p

原稿種別: 論文／日本語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejeiss/136/8/136_1120/_article/-char/ja/