DocumentCode
622299
Title
Inference of flight angles associating the flight images movement with camera parameters
Author
Macena Ramos de Lima, Milton ; De Souza Pio, Jose Luiz
Author_Institution
Inst. of Comput. (ICOMP), Fed. Univ. of Amazonas (UFAM), Manaus, Brazil
fYear
2013
fDate
28-31 May 2013
Firstpage
359
Lastpage
365
Abstract
Flight Critical Parameters of an aerial vehicle - Angles of Pitch, Yaw and Roll - are those that describe the movement of a vehicle in any three-dimensional space. This paper presents a visual estimation of Flight Critical Parameters, through an association between two camera parameters - Focal Length and Optical Center - with the information about the movement of flight image. This movement information is an integration of two informations: Horizon Line position and orientation; and Image Optical Flow. The need of integration of movement estimation techniques is the following: the angles estimation using Horizon information is used with efficiency in several related works, but this approach does not enable yaw angle estimation. Optical Flow approach enables the estimation of all of the angles and can be used without the presence of Horizon on the vision field, but can fail in some scenarios. Preliminary experiments made with flight video and IMU data of a fixed-wing aircraft proved the efficiency of the presented method.
Keywords
aerospace computing; aircraft; computer vision; estimation theory; image motion analysis; image sequences; aerial vehicle; camera parameter; fixed-wing aircraft; flight angle; flight critical parameter; flight image movement; focal length; horizon line orientation; horizon line position; image optical flow; movement estimation technique; optical center; pitch angle; roll angle; visual estimation; yaw angle; Cameras; Computer vision; Estimation; Image motion analysis; Optical filters; Optical imaging; Optical sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Unmanned Aircraft Systems (ICUAS), 2013 International Conference on
Conference_Location
Atlanta, GA
Print_ISBN
978-1-4799-0815-8
Type
conf
DOI
10.1109/ICUAS.2013.6564709
Filename
6564709
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