Unsupervised learning of landmarks by descriptor vector exchange

Equivariance to random image transformations is an effective method to learn landmarks of object categories, such as the eyes and the nose in faces, without manual supervision. However, this method does not explicitly guarantee that the learned landmarks are consistent with changes between different...

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Bibliografske podrobnosti
Main Authors: Thewlis, J, Albanie, S, Bilen, H, Vedaldi, A
Format: Conference item
Jezik:English
Izdano: IEEE 2020