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Aircraft Detection from VHR Images Based on Circle-Frequency Filter and Multilevel Features
Joint Authors
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-09-15
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
Aircraft automatic detection from very high-resolution (VHR) images plays an important role in a wide variety of applications.
This paper proposes a novel detector for aircraft detection from very high-resolution (VHR) remote sensing images.
To accurately distinguish aircrafts from background, a circle-frequency filter (CF-filter) is used to extract the candidate locations of aircrafts from a large size image.
A multi-level feature model is then employed to represent both local appearance and spatial layout of aircrafts by means of Robust Hue Descriptor and Histogram of Oriented Gradients.
The experimental results demonstrate the superior performance of the proposed method.
American Psychological Association (APA)
Gao, Feng& Xu, Qizhi& Li, Bo. 2013. Aircraft Detection from VHR Images Based on Circle-Frequency Filter and Multilevel Features. The Scientific World Journal،Vol. 2013, no. 2013, pp.1-7.
https://search.emarefa.net/detail/BIM-1033433
Modern Language Association (MLA)
Gao, Feng…[et al.]. Aircraft Detection from VHR Images Based on Circle-Frequency Filter and Multilevel Features. The Scientific World Journal No. 2013 (2013), pp.1-7.
https://search.emarefa.net/detail/BIM-1033433
American Medical Association (AMA)
Gao, Feng& Xu, Qizhi& Li, Bo. Aircraft Detection from VHR Images Based on Circle-Frequency Filter and Multilevel Features. The Scientific World Journal. 2013. Vol. 2013, no. 2013, pp.1-7.
https://search.emarefa.net/detail/BIM-1033433
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1033433