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Trajectory Augmentation and Denoising with AutoEncoder

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Trajectory-AE

AutoEncoder를 이용한 GPS Trajectory Data Augmentation, Denoising and clustering

Denoising

  • Convolutional Denoising AutoEncoder
    • Decoder에서 Conv2D 사용
    • Decoder에서 Conv2DTranpose 사용
  • FCN-8
  • Convolutional Denoising AutoEncoder(U-net)

Augmentation

  • VAE(Dataset: MNIST)

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Trajectory Augmentation and Denoising with AutoEncoder

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