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How to choose the method for SImd detection

2017-05-09
2017-05-09
  • Palle Dinesen

    Palle Dinesen - 2017-05-09

    First of all, I am very impressed with this work and the potential speed advantage

    Question: How can you choose with method (such as 32fp or 32fi) for detection from the high level interface? Loading the classifier determines the method, Haar or LBP, but I don't understand how to choose which function is actually used?
    Also in the test suite what is the difference between for example
    DetectionHaarDetect32fi<0> and
    DetectionHaarDetect32fi<1>?

    Thanks,
    Palle

     
  • Yermalayeu Ihar

    Yermalayeu Ihar - 2017-05-10

    1) Conventional notations: 32fp - 32-bit float, planar image sum(detect objects with step 1). 32fi - 32-bit float, interleaved image sum (detect objects with step 2).
    Haar and LBP detector detect objects at different scales. -32fp is used in order to detect objects for upper scale levels of image pyramid (scale > 2). 32fi is used for lower scale levels of image pyramid (scale < 2).

    2) This is testing of different type of Haar cascades:
    DetectionHaarDetect32fi<0> - Haar cascade without tilted features, DetectionHaarDetect32fi<1> - Haar cascade with tilted features.

     

    Last edit: Yermalayeu Ihar 2017-05-10

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