High-Resolution Remotely Sensed Small Target Detection by Imitating Fly Visual Perception Mechanism
Joint Authors
Shi, Aiye
Xu, Lizhong
Tang, Min
Huang, Fengchen
Source
Computational and Mathematical Methods in Medicine
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-01-15
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
The difficulty and limitation of small target detection methods for high-resolution remote sensing data have been a recent research hot spot.
Inspired by the information capture and processing theory of fly visual system, this paper endeavors to construct a characterized model of information perception and make use of the advantages of fast and accurate small target detection under complex varied nature environment.
The proposed model forms a theoretical basis of small target detection for high-resolution remote sensing data.
After the comparison of prevailing simulation mechanism behind fly visual systems, we propose a fly-imitated visual system method of information processing for high-resolution remote sensing data.
A small target detector and corresponding detection algorithm are designed by simulating the mechanism of information acquisition, compression, and fusion of fly visual system and the function of pool cell and the character of nonlinear self-adaption.
Experiments verify the feasibility and rationality of the proposed small target detection model and fly-imitated visual perception method.
American Psychological Association (APA)
Huang, Fengchen& Xu, Lizhong& Shi, Aiye& Tang, Min. 2012. High-Resolution Remotely Sensed Small Target Detection by Imitating Fly Visual Perception Mechanism. Computational and Mathematical Methods in Medicine،Vol. 2012, no. 2012, pp.1-9.
https://search.emarefa.net/detail/BIM-498194
Modern Language Association (MLA)
Huang, Fengchen…[et al.]. High-Resolution Remotely Sensed Small Target Detection by Imitating Fly Visual Perception Mechanism. Computational and Mathematical Methods in Medicine No. 2012 (2012), pp.1-9.
https://search.emarefa.net/detail/BIM-498194
American Medical Association (AMA)
Huang, Fengchen& Xu, Lizhong& Shi, Aiye& Tang, Min. High-Resolution Remotely Sensed Small Target Detection by Imitating Fly Visual Perception Mechanism. Computational and Mathematical Methods in Medicine. 2012. Vol. 2012, no. 2012, pp.1-9.
https://search.emarefa.net/detail/BIM-498194
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-498194