方向コード化した一般化ハフ変換を2回用いた人領域の抽出

カテゴリ: 論文誌(論文単位)

グループ名: 【D】産業応用部門

発行日: 2011/07/01

タイトル(英語): The Extraction of People Regions by Two Generalized Hough Transforms of Direction Cords

著者名: 中川　康紀（徳島大学工学部），寺田　賢治（徳島大学工学部），石塚　善士（徳島大学工学部）

著者名(英語): Koki Nakagawa (University of Tokushima), Kenji Terada (University of Tokushima), Yoshiji Ishiduka (University of Tokushima)

キーワード: 画像計測，一般化ハフ変換，人物抽出　　image sensing，generalized Hough Transform，extraction of human region

要約(英語): Recently, there have been many brutal crimes. Therefore, surveillance cameras have been installed at various places. This has led to the volume of image records being very large. Therefore it is necessary to develop an automatic method for checking suspicious persons. It is difficult to extract parts containing people from an image sequence. A lot of methods for extracting people regions have been developed. However the conventional methods need many images or precise background images. In this paper, we propose a method to extract people regions from an image by applying the Hough Transform twice. In the first step, people regions are obtained by the first Hough Transform of direction cords. The first Hough Transform pertains to connecting of the outline of the people regions and extracts the pixels of the people regions. In the next step, people regions are decided by the second generalized Hough Transform which pertains to the shapes of heads and shoulders. Some experimental results that indicate the effectiveness of the proposed method are also reported.

本誌: 電気学会論文誌D（産業応用部門誌） Vol.131 No.7 （2011）

本誌掲載ページ: 888-896 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/ieejias/131/7/131_7_888/_article/-char/ja/