DocumentCode :
2761764
Title :
Active Polarimetric Imaging for Estimation of Scene Geometry
Author :
Wang, Qingsong ; Creusere, Charles D. ; Thilak, Vimal ; Voelz, David G.
Author_Institution :
Klipsch Sch. of Electr. & Comput. Eng., New Mexico State Univ., Las Cruces, NM
fYear :
2009
fDate :
4-7 Jan. 2009
Firstpage :
659
Lastpage :
663
Abstract :
Active imaging polarimetry for remote sensing applications has received significant attention recently. Such systems use a variably-polarized active light source to illuminate target objects. Multiple images with different polarizations are then captured and used to build Stokes vectors which are, in turn, used to estimate the refraction indices of materials as well as the relative geometry of the target object. The applications facilitated by active polarimetry include target detection, object recognition, shape extraction and material classification. Unfortunately, this estimation problem requires us to find the solution to a system of nonlinear equations using an iterative optimization technique. In this paper, we introduce a methodology for finding and validating good solutions to this optimization.
Keywords :
feature extraction; image classification; iterative methods; light polarisation; nonlinear equations; object recognition; optimisation; polarimetry; shape recognition; Stokes vector; active polarimetric imaging; iterative optimization; material classification; nonlinear equation; object recognition; remote sensing application; scene geometry estimation; shape extraction; target detection; variably-polarized active light source; Geometry; Layout; Light sources; Object detection; Object recognition; Optical polarization; Optical refraction; Polarimetry; Remote sensing; Shape; Stokes Vectors; active polarimetry; optimization initialization; pBRDF model; polarimetric feature extraction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, 2009. DSP/SPE 2009. IEEE 13th
Conference_Location :
Marco Island, FL
Print_ISBN :
978-1-4244-3677-4
Electronic_ISBN :
978-1-4244-3677-4
Type :
conf
DOI :
10.1109/DSP.2009.4786005
Filename :
4786005
Link To Document :
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