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Human skeleton proportions from monocular data

Human skeleton proportions from monocular data
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摘要 This paper introduces a novel method for estimating the skeleton proportions of a human figure from monocular data. The proposed system will first automatically extract the key frames and recover the perspective camera model from the 2D data. The human skeleton proportions are then estimated from the key frames using the recovered camera model without posture re- construction. The proposed method is tested to be simple, fast and produce satisfactory results for the input data. The human model with estimated proportions can be used in future research involving human body modeling or human motion reconstruction. This paper introduces a novel method for estimating the skeleton proportions of a human figure from monocular data. The proposed system will first automatically extract the key frames and recover the perspective camera model from the 2D data. The human skeleton proportions are then estimated from the key frames using the recovered camera model without posture re- construction. The proposed method is tested to be simple, fast and produce satisfactory results for the input data. The human model with estimated proportions can be used in future research involving human body modeling or human motion reconstruction.
作者 PENG En LI Ling
出处 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2006年第7期1266-1274,共9页 浙江大学学报(英文版)A辑(应用物理与工程)
关键词 MODELING Human figure MONOCULAR 单眼数据 建模 人体轮廓 骨骼比例
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参考文献1

  • 1Carlos Barrón,Ioannis A. Kakadiaris.On the improvement of anthropometry and pose estimation from a single uncalibrated image[J].Machine Vision and Applications.2003(4)

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