DocumentCode
2533743
Title
A closed form self calibration of one-dimensional light stripe feature width function for indoor navigation
Author
Jung, Ho Gi ; Suhr, Jae Kyu ; Kang, Hyoung Jin ; Kim, Jaihie
Author_Institution
MANDO Corp., Yongin, South Korea
fYear
2009
fDate
3-5 June 2009
Firstpage
9
Lastpage
14
Abstract
Light stripe projection (LSP) is one of useful methods to recognize 3D information in various vision applications. In general, light stripe feature (LSF) is detected by LOG (Laplacian Of Gaussian) operator. Because LOG variance parameter is corresponding to LSF width, improper parameter value causes severe performance degradation. Our previous work proposed a method predicting LSF width by modeling LSF irradiance as 2D Gaussian function. Although the method could enhance the performance of LSF detection, calibration method included time consuming genetic algorithm-based optimization procedure. This paper proposes a closed form calibration method assuming LSF irradiance can be approximated as 1D Gaussian function if field of view (FOV) of light plane projector (LPP) is much wider than that of camera or the LPP generates uniform LSF. Experimental results show that derived function can correctly predict LSF width, and related parameters can be calibrated in a closed form.
Keywords
Gaussian processes; calibration; object detection; path planning; 2D Gaussian function; LOG variance parameter; LSF detection; Laplacian Of Gaussian operator; closed form self calibration; field of view; genetic algorithm-based optimization procedure; indoor navigation; light stripe projection; one-dimensional light stripe feature width function; Calibration; Cameras; Computer vision; Filtering; Focusing; Frequency; Laplace equations; Navigation; Noise shaping; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Vehicles Symposium, 2009 IEEE
Conference_Location
Xi´an
ISSN
1931-0587
Print_ISBN
978-1-4244-3503-6
Electronic_ISBN
1931-0587
Type
conf
DOI
10.1109/IVS.2009.5164244
Filename
5164244
Link To Document