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by OceanSunfish 2291 days ago
Imho a CNN is like a generalization of what SIFT does, so a CNN can be trained to be equivalent to SIFT, but it can also be trained with more specific features for your use case.
1 comments

Sure, in terms of expressivity, you can obtain much better results with a CNN. But very often, it is done at the cost of computational efficiency: SIFT descriptors are "easy" to compute.