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Unsupervised Deep Feature Transfer for Low Resolution Image Classification

Unsupervised Deep Feature Transfer for Low Resolution Image Classification

In this paper, we propose a simple while effective unsupervised deep feature transfer algorithm for low resolution image classification. No fine-tuning on convenet filters is required in our method. We use pre-trained convenet to extract features for both high-and low-resolution images, and then feed them into a two-layer feature transfer …