DocumentCode :
2403028
Title :
Plant species recognition using leaf contours
Author :
Hajjdiab, Hassan ; Al Maskari, Lman
Author_Institution :
Coll. of Eng. & Comput. Sci., Abu Dhabi Univ., Abu Dhabi, United Arab Emirates
fYear :
2011
fDate :
17-18 May 2011
Firstpage :
306
Lastpage :
309
Abstract :
Plants have a significant impact on human´s life and development. Plant species identification is essential for scientists working in the agricultural and environmental fields. Recognizing a species is not a trivial task due to the vast number of plant species that exist on earth. In this paper we present a computer-vision based technique to recognize plants using the contour of the plant leaves. The contour of a leaf first is extracted then processed and a feature vector is formulated. The feature vectors are stored in a database to be used for identifying plants in the worksite. For a scientist to recognize a plant, an image of the leaf is first feed to the computer, the feature vector is then extracted from the leaf and finally the species is identified by matching the leaf feature vector with the feature vectors stored in the database. The effectiveness of the proposed method is demonstrated by an experiment.
Keywords :
agriculture; botany; computer vision; edge detection; feature extraction; image matching; object recognition; agricultural fields; computer-vision based technique; environmental fields; leaf contours; leaf feature vector extraction; leaf feature vector matching; plant species identification; plant species recognition; Clocks; Shape;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Imaging Systems and Techniques (IST), 2011 IEEE International Conference on
Conference_Location :
Penang
Print_ISBN :
978-1-61284-894-5
Type :
conf
DOI :
10.1109/IST.2011.5962205
Filename :
5962205
Link To Document :
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