Object Identification And Orientation Estimation From Contours Based On An Affine Invariant Curvature

作者: David Cyganski , T.Andrew Cott , John A. Orr , Reynold J. Dodson

DOI: 10.1117/12.942717

关键词: Affine transformationAffine invariantMathematicsPlanarity testingComputer visionImage matchingRobustness (computer science)Invariant (mathematics)Artificial intelligenceAffine shape adaptationCurvature

摘要: New methods of image matching and calculation the affine transformation relating two images an object in different orientations are developed. These applicable to contours extracted from planar-patch objects. The approach is based on a new definition curvature function (previously developed by authors) which invariant all distortions representable transformations. algorithm implemented tested using camera-acquired actual objects, seen exhibit considerable robustness real-world imaging process, as well deviations planarity

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