Neural feature fusion fields: 3D distillation of self-supervised 2D image representations

We present Neural Feature Fusion Fields (N3F), a method that improves dense 2D image feature extractors when the latter are applied to the analysis of multiple images reconstructible as a 3D scene. Given an image feature extractor, for example pre-trained using self-supervision, N3F uses it as a tea...

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Bibliographic Details
Main Authors: Tschernezki, V, Laina, I, Larlus, D, Vedaldi, A
Format: Conference item
Language:English
Published: IEEE 2023