Photon Counting 3-D Object Recognition Using Digital Holography
Scholar | Other documents of the author: Latorre Carmona, Pedro; Javidi, Bahram; Pla, Filiberto; Tajahuerce, Enrique
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TitlePhoton Counting 3-D Object Recognition Using Digital Holography
Publisher versionhttp://ieeexplore.ieee.org/search/searchresult.jsp?newsearch=true&queryText=Phot ...
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
We present an analysis of the recognition performance of 3-D objects reconstructed from digital holograms recorded under photon counting conditions. The digital holograms are computed by applying four-step phase-s ... [+]
We present an analysis of the recognition performance of 3-D objects reconstructed from digital holograms recorded under photon counting conditions. The digital holograms are computed by applying four-step phase-shifting techniques to interferograms recorded with weak coherent light. Recognition capability is analyzed as a function of the total number of photons by using a maximum-likelihood approach adapted to one-class classification problems. The likelihood is modeled assuming a Gaussian distribution, whose centroid corresponds to the highest value in a mixture of two Gaussian values. The recognition capability is studied both in terms of the axial distance and the lateral position of the reconstructed 3-D object. [-]
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