Exploiting Local Features from Deep Networks for Image Retrieval

CVPR Workshops, 2015.

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Abstract:

Deep convolutional neural networks have been successfully applied to image classification tasks. When these same networks have been applied to image retrieval, the assumption has been made that the last layers would give the best performance, as they do in classification. We show that for instance-level image retrieval, lower layers oft...More

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