Deep spectral methods: a surprisingly strong baseline for unsupervised semantic segmentation and localization

Unsupervised localization and segmentation are long-standing computer vision challenges that involve decom-posing an image into semantically meaningful segments without any labeled data. These tasks are particularly interesting in an unsupervised setting due to the difficulty and cost of obtaining d...

Full description

Bibliographic Details
Main Authors: Melas-Kyriazi, L, Rupprecht, C, Laina, I, Vedaldi, A
Format: Conference item
Language:English
Published: IEEE 2022