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Stereo ranging with verging cameras

机译:立体摄像机测距

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摘要

A method of computing absolute range from stereo disparities by using verging cameras is presented. The approach differs from others by concentrating, through both analysis and experiment, on the effects caused by convergence, rather than on the general camera calibration problem. To compute stereo disparities, linear image features are extracted and matched using a hypothesize-and-verify method. To compute range, the relationship between object distance, vergence angle, and disparity is derived. Experimental results show the precision of the range computation, excluding mistaken matches, to be approximately 5% for object distances up to three meters and a baseline distance of 13 cm. Including mistaken matches results in performance that is an order of magnitude worse, leading the authors to suggest methods to identify and model them.
机译:提出了一种通过使用摄像头从立体视差计算绝对距离的方法。该方法与其他方法的不同之处在于,通过分析和实验,都将注意力集中在由收敛引起的影响上,而不是集中在一般的相机校准问题上。为了计算立体视差,使用假设和验证方法提取并匹配线性图像特征。为了计算范围,得出了物距,发散角和视差之间的关系。实验结果表明,对于不超过三米的物体距离和13 cm的基线距离,不包括错误的匹配,范围计算的精度约为5%。包括错误的匹配会导致性能下降一个数量级,这导致作者提出了识别和建模方法的建议。

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