AutoNovel: automatically discovering and learning novel visual categories

We tackle the problem of discovering novel classes in an image collection given labelled examples of other classes. We present a new approach called AutoNovel to address this problem by combining three ideas: (1) we suggest that the common approach of bootstrapping an image representation using the...

Täydet tiedot

Bibliografiset tiedot
Päätekijät: Han, K, Rebuffi, S-A, Ehrhardt, S, Vedaldi, A, Zisserman, A
Aineistotyyppi: Journal article
Kieli:English
Julkaistu: IEEE 2021