Mobile plant leaf identification using smart-phones

扫码查看

原文链接

NETL

外文摘要：A novel shape description method is proposed for mobile retrieval of leaf images to aid in plant recognition。 In this method， traveling the shape contour， the convexity and concavity properties of the arches of various levels are measured， respectively， to generate a multiscale shape descriptor。 Its performance has been tested on two leaf datasets and the experimental results indicated higher recognition accuracies than the state-of-the-art approaches with a speed improvement of more than 170 times。 The proposed method has been successfully applied to develop a prototype system of online plant leaf identification working on a consumer mobile platform。

外文关键词：

leaf image retrievalmobile leaf identificationplant identificationshape description

作者：

Wang, Bin、Brown, Douglas、Gao, Yongsheng、Salle, John La

展开 >

作者单位：

Key Laboratory of Electronic Business, Nanjing University of Finance and Economics, Nanjing 210096, China

会议名称：

IEEE International Conference on Image Processing

会议地点：

Melbourne(AU)

会议母体文献：

2013 20th IEEE International Conference on Image Processing

页码：

4417-4421

出版时间：

2013

DOI：

10.1109/ICIP.2013.6738910