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    <titleInfo>
        <title>Active, uncalibrated visual servoing</title>
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    <name type="personal">
        <namePart type="family">Yoshimi</namePart>
        <namePart type="given">Billibon</namePart>
        <role>
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        <affiliation>Columbia University. Computer Science</affiliation>
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    <name type="personal" ID="pka1">
        <namePart type="family">Allen</namePart>
        <namePart type="given">Peter K.</namePart>
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        <affiliation>Columbia University. Computer Science</affiliation>
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    <abstract>Proposes a method for visual control of a robotic system which does not require the formulation of an explicit calibration between image space and the world coordinate system. Calibration is known to be a difficult and error prone process. By extracting control information directly from the image, the authors free their technique from the errors normally associated with a fixed calibration. The authors demonstrate this by performing a peg-in-hole alignment using an uncalibrated camera to control the positioning of the peg. The algorithm utilizes feedback from a simple geometric effect, rotational invariance, to control the positioning servo loop. The method uses an approximation to the image Jacobian to provide smooth, near-continuous control.</abstract>
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        <topic>Robotics</topic>
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            <title>Proceedings : 1994 IEEE International Conference on Robotics and Automation, May 8-13, 1994, San Diego, California</title>
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            <publisher>IEEE</publisher>
            <dateIssued encoding="w3cdtf">1994</dateIssued>
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                <start>156</start>
                <end>161</end>
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        <identifier type="doi">http://dx.doi.org/10.1109/ROBOT.1994.350995</identifier>
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