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kinect depth data is not 8 bit depth, I think its 16 bit but not sure. Therefore you cannot use a opencv image rpocessing function you use because it is only implemented for images with 8bit depth per channel. The line that causes the error assert that the image channel depth is 8bit, thereby causes the error: CV_Assert( CV_MAT_DEPTH(frameType) == CV_8U );