Research Article
Gender and Handedness Prediction from Offline Handwriting Using Convolutional Neural Networks
Pseudocode 1
Pseudocode of successive random transformations applied on training images.
algorithm generate_modify_image : | # affine inclination | = randomInclination in | = affine_rotation | # positive scaling | vs = randomVerticalScaling in | hs = randomHorizontalScaling in | = increasing_scaling (, vs, hs) | # binary morphological filter with a structuring element | = randomMorphologyOperation in | = morphology_filter | # produce 30 × 100 rescaled image using bilinear interpolation | = normalize_size (, “bilinear”) # input training image for the CNN | return |
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