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    Python for Prototyping Computer Vision Applications

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    12630971_2010-Python_for_Prototyping_Computer_Vision_Applications.pdf (4.293Mb)
    Author
    Thorne, B.
    Grasset, R.
    Date
    2010
    Permanent Link
    http://hdl.handle.net/10092/5430

    Python is a popular language widely adopted by the scientific community due to its clear syntax and an extensive number of specialized packages. For image processing or computer vision development, two libraries are prominently used: NumPy/SciPy and OpenCV with a Python wrapper. In this paper, we present a comparative evaluation of both libraries, assessing their performance and their usability. We also investigate the performance of OpenCV when accessed through a python wrapper versus directly using the native C implementation.

    Subjects
    Python
     
    SciPy
     
    OpenCV
     
    Field of Research::08 - Information and Computing Sciences::0801 - Artificial Intelligence and Image Processing::080111 - Virtual Reality and Related Simulation
    Collections
    • Engineering: Conference Contributions [1816]
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