Convolutional Neural Networks for Matting

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What is the primary goal of Convolutional Neural Networks (CNNs) in the context of Matting?

  1. To classify images into different categories
  2. To generate realistic images from scratch
  3. To extract the foreground object from an image while preserving its fine details and transparency
  4. To enhance the quality of low-resolution images
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