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Drawinput - Handwriting recognition input for Android

This a project to demonstrate handwriting recognition input. Key technologies used in this project:

  1. RBF SVM from LIBSVM
  2. Simple preprocessing
    • duplicate point removal
    • character data resampled to 12 points / char
    • normalization of data
  3. Simple feature extraction
    • 4 features per point
    • normalized (x,y) of pen coordinates
    • sin(dx/dy) and cos(dx/dy) to estimate pen direction
  4. SVM models trained with data from Unipen database
    • different models for numbers, small abc, big abc and special characters
    • 15 samples / char for numbers
    • 30 samples / char for abc and ABC models
    • X samples / char for special characters

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Handwriting input method for Android

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