A fast multi-view based specular removal approach for pill extraction

Chengjie Wang, Sei Ichiro Kamata, Lizhuang Ma

研究成果: Conference contribution

4 被引用数 (Scopus)

抄録

This paper presents a novel approach to remove the specular reflections on the transparent plastic medicine package and automatically extract the randomly distributed pills inside. In this approach, three cameras are employed to take images of the package from different viewpoints. And these three images are used as input image set while the output is a series of small images of a single pill. And these images can be directly applied to the traditional single pill recognition algorithms. The experimental results show the reliability of our approach by measuring correct detection rate (100%), false detection rate (0%) and pill separation accuracy (98.4%). And the proposed method processes a set of three 725×725 sized images at 0.15s averagely on a Core i5-2400 3.1GHz PC.

本文言語English
ホスト出版物のタイトル2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings
ページ4126-4130
ページ数5
DOI
出版ステータスPublished - 2013 12 1
イベント2013 20th IEEE International Conference on Image Processing, ICIP 2013 - Melbourne, VIC, Australia
継続期間: 2013 9 152013 9 18

出版物シリーズ

名前2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings

Conference

Conference2013 20th IEEE International Conference on Image Processing, ICIP 2013
国/地域Australia
CityMelbourne, VIC
Period13/9/1513/9/18

ASJC Scopus subject areas

  • コンピュータ ビジョンおよびパターン認識

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