Can Deep Learning Learn the Principle of Closed Contour Detection?

ISVC, pp. 455-460, 2018.

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Abstract:

Learning the principle of a task should always be the primary goal of a learning system. Otherwise it reduces to a memorizing system and there always exists edge cases. In spite of its recent success in visual recognition tasks, convolutional neural networks’ (CNNs) ability to learn principles is still questionable. While CNNs exhibit a c...More

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