Publication | Closed Access
3D passive photon counting automatic target recognition using advanced correlation filters
37
Citations
10
References
2011
Year
Photon Counting ImagesEngineeringAdvanced Correlation Filters3D Computer VisionImage AnalysisPassive PhotonComputational ImagingComputational GeometryGeometric ModelingPhotonicsMachine VisionAutomatic Target RecognitionPhoton Statistic3D Object RecognitionComputer Vision3D VisionNatural SciencesBiomedical ImagingOptical Information Processing3D ReconstructionMulti-view GeometryIdeal Training Images
In this Letter, we present results for detecting and recognizing 3D objects in photon counting images using integral imaging with maximum average correlation height filters. We show that even under photon starved conditions objects may be automatically recognized in passively sensed 3D images using advanced correlation filters. We show that the proposed filter synthesized with ideal training images can detect and recognize a 3D object in photon counting images, even in the presence of occlusions and obscuration.
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