Structure from Motion Estimation with Positional Cues

作者: Linus Svärm , Magnus Oskarsson

DOI: 10.1007/978-3-642-38886-6_49

关键词: Motion estimationComputer visionReprojection errorMinificationStructure from motionAnomaly detectionConvex optimizationRobustness (computer science)Computer scienceArtificial intelligenceBundle adjustment

摘要: We present a system for structure from motion estimation using additional positioning data such as GPS data. The incorporates the in outlier detection, initial estimates and final bundle adjustment. solution is based on novel objective function which solved convex optimization. This also used detection removal. then refined near L 2 minimization of reprojection error optimization methods. results synthetic real data, that shows robustness, accuracy speed proposed method.

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