Title: An interactive flower image recognition system
Authors: Hsu, Tzu-Hsiang
Lee, Chang-Hsing
Chen, Ling-Hwei
多媒體工程研究所
Institute of Multimedia Engineering
Keywords: Flower image recognition;Image segmentation
Issue Date: 1-May-2011
Abstract: In this paper, we present an interactive system for recognizing flower images taken by digital cameras. The proposed system provides an interactive interface allowing each user to draw an appropriate bounding window that contains the interested flower region. Then, a flower boundary tracing method is developed to extract the flower region as accurately as possible. In addition to the color and shape features of the whole flower region, the color and shape features of the pistil/stamen area will also be used to represent the flower characteristics more precisely. Experiments conducted on two distinct databases consisting of 24 species and 102 species have shown that our proposed system outperforms other approaches in terms of the recognition rate.
URI: http://dx.doi.org/10.1007/s11042-010-0490-6
http://hdl.handle.net/11536/8973
ISSN: 1380-7501
DOI: 10.1007/s11042-010-0490-6
Journal: MULTIMEDIA TOOLS AND APPLICATIONS
Volume: 53
Issue: 1
Begin Page: 53
End Page: 73
Appears in Collections:Articles


Files in This Item:

  1. 000289214700003.pdf