Grass Leaf Identification Using dbN Wavelet and CILBP
Joint Authors
Han, Fan
Qiao, Xue
Ma, Yubao
Yan, Weihong
Wang, Xinyu
Pan, Xin
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-04-04
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Abstract EN
Grass is one of the most important resources in the ecosystem for the sustainable development of human beings.
However, the studies focusing on grass identification, which were traditionally implemented by experts with low efficiency and precision, cannot meet the requirements of modern grassland management.
In this study, we proposed cubic interpolation LBP (CILBP) and dbN wavelets for grass identification based on leaf images.
A low-frequency component of leaf images decomposed by dbN wavelets was used as the input of CILBP for more subtle texture extraction.
The novelty of the proposed method was that CILBP can better describe the texture features from the low-frequency subimage, as compared with the original bilinear LBP.
The effectiveness in identification accuracy of the proposed method for grass leaf was demonstrated by the experimental results.
American Psychological Association (APA)
Han, Fan& Qiao, Xue& Ma, Yubao& Yan, Weihong& Wang, Xinyu& Pan, Xin. 2020. Grass Leaf Identification Using dbN Wavelet and CILBP. Advances in Multimedia،Vol. 2020, no. 2020, pp.1-8.
https://search.emarefa.net/detail/BIM-1126697
Modern Language Association (MLA)
Han, Fan…[et al.]. Grass Leaf Identification Using dbN Wavelet and CILBP. Advances in Multimedia No. 2020 (2020), pp.1-8.
https://search.emarefa.net/detail/BIM-1126697
American Medical Association (AMA)
Han, Fan& Qiao, Xue& Ma, Yubao& Yan, Weihong& Wang, Xinyu& Pan, Xin. Grass Leaf Identification Using dbN Wavelet and CILBP. Advances in Multimedia. 2020. Vol. 2020, no. 2020, pp.1-8.
https://search.emarefa.net/detail/BIM-1126697
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1126697