+------------------------------------------------+-------------+-------------+-------------+-------------+ | Function name and arguments | BUILD_TYPE=Debug | +------------------------------------------------+-------------+-------------+-------------+-------------+ | | 160x120 | 320x240 | 640x480 | 1024x768 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | All measures are in [ms] | +================================================+=============+=============+=============+=============+ | | +------------------------------------------------+-------------+-------------+-------------+-------------+ | **Threshold** | +------------------------------------------------+-------------+-------------+-------------+-------------+ | binaryThreshold | 4.5 | 18 | 69 | 175 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | triangleThreshold | 8.1 | 32 | 124 | 315 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | OTSUThreshold | 11 | 35 | 127 | 318 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | toZeroThreshold | 4.5 | 18 | 69 | 175 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | | +------------------------------------------------+-------------+-------------+-------------+-------------+ | **Blurring** | +------------------------------------------------+-------------+-------------+-------------+-------------+ | GaussianBlur 9x9 kernel | 223 | 875 | 3473 | 9042 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | medianBlur 9x9 kernel | 141 | 608 | 2754 | 7505 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | bilateralFilter diameter=9 | 413 | 1628 | 6487 | 16386 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | | +------------------------------------------------+-------------+-------------+-------------+-------------+ | **Morphological tranforms** | +------------------------------------------------+-------------+-------------+-------------+-------------+ | erode 5x5 kernel | 41 | 151 | 587 | 1493 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | dilate 5x5 kernel | 41 | 151 | 587 | 1494 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | open 5x5 kernel | 81 | 299 | 1163 | 2959 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | | +------------------------------------------------+-------------+-------------+-------------+-------------+ | **Resize image** | +------------------------------------------------+-------------+-------------+-------------+-------------+ | resize linear interpolation | 10 | 39 | 150 | 378 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | resize cubic interpolation | 21 | 75 | 291 | 733 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | | +------------------------------------------------+-------------+-------------+-------------+-------------+ | **Edge detection** | +------------------------------------------------+-------------+-------------+-------------+-------------+ | Sobel | 34 | 116 | 438 | 1129 | +------------------------------------------------+-------------+-------------+-------------+-------------+ | Canny | 81 | 260 | 894 | - | +------------------------------------------------+-------------+-------------+-------------+-------------+ | | +------------------------------------------------+-------------+-------------+-------------+-------------+ | **Hough tranformations** | +------------------------------------------------+-------------+-------------+-------------+-------------+ | HoughLines | 392 | 897 | - | - | +------------------------------------------------+-------------+-------------+-------------+-------------+ | HoughLines probabilistic | 699 | 1652 | - | - | +------------------------------------------------+-------------+-------------+-------------+-------------+