{
  "abstract": "A robotic manipulator includes a sensing device with a tactile interface featuring visual markers and a camera for capturing images of these markers. The system includes one or more processors and memories storing instructions which, when executed, direct the tactile interface to contact a target surface, deforming the visual markers. The camera captures visual feedback of this deformation, which is input into a machine learning algorithm. Based on the algorithm&#39;s output, the system controls the operation of a manipulator device. This configuration enables adaptive manipulation by interpreting tactile and visual data through machine learning.",
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    "The Aerospace Holding Company LLC",
    "UNIV KHALIFA SCIENCE & TECHNOLOGY"
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    "AYYAD ABDULLA AMER HASAN",
    "HALWANI MOHAMAD ABDUL MOUTI",
    "MUTHUSAMY RAJKUMAR",
    "SENEVIRATNE SENEVIRATNE MUDIGANSALAGE",
    "SWART ANDRE DEWALD",
    "ZWEIRI YAHYA HASHEM"
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  "title": "Robotic manipulator with visual guidance & tactile sensing",
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