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一种鲁棒的基于两个特征点的深度估计方法

, PP. 693-698

Keywords: Depthestimation,imagesequence,motionvision,mobilerobotnavigation

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Abstract:

?Thispaperpresentsanoveldepthestimationmethodbasedonfeaturepoints.Twopointsareselectedarbitrarilyfromanobjectandtheirdistanceinthespaceisassumedtobeknown.Theproposedtechniquecanestimatesimultaneouslytheirdepthsaccordingtotwoimagestakenbeforeandafteracameramovesandthemotionparametersofthecameramaybeunknown.Inaddition,thispaperanalyzesthewaystoenhancetheprecisionoftheestimateddepthsandpresentsafeaturepointimagecoordinatessearchalgorithmtoincreasetherobustnessoftheproposedmethod.Thesearchalgorithmcanfindautomaticallymoreaccurateimagecoordinatesofthefeaturepointsbasedontheirdetectedimagecoordinates.Experimentalresultsdemonstratetheefficiencyofthepresentedmethod.

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