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Editorial Team
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Editorial Team
Asked: June 13, 20262026-06-13T04:20:13+00:00 2026-06-13T04:20:13+00:00

I want to perform a Matrix calculation in OpenCV according to this formula: newMat

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I want to perform a Matrix calculation in OpenCV according to this formula:

newMat = 1 / ( 1 + exp( scalar * ( otherScalar - Matrix ) ) )

Is there an easy way to do this in OpenCV or do I have to calculate this in a for loop?
The main problem for me is the exp( Matrix ).

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  1. Editorial Team
    Editorial Team
    2026-06-13T04:20:14+00:00Added an answer on June 13, 2026 at 4:20 am

    Maecky’s answer is perfectly fine – for 1-channel images.

    The fun starts if your image has more than one channel. For some reasons,

    float(scalar) - _3ChannelMat
    

    applies the operation only on the first channel, while multiplication

    float(scalar2) * _3channelMat
    

    is done on all the channels of the image. Funny, isn’t it?

    The solution is to use cv::Scalars:

    newMat = cv::Scalar(0.4, 0.4, 0.4) * ( cv::Scalar(255, 255, 255) - _3channelMat);
    

    I have filed a bug a while ago on this strange behaviour, but no answer yet.

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