Deep domain similarity Adaptation Networks for across domain classification

Pattern Recognition Letters, pp. 270-276, 2018.

Cited by: 4|Views6
EI

Abstract:

•Presenting a new deep transfer algorithm for cross-domain Image classification.•Increasing the cross-domain learning ability by a domain-similarity regularization.•Proposing a novel neural network architecture to implement the deep transfer algorithm.•Improving the classification performance by utilizing the unlabeled data.•Experiments a...More

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