학술논문
Multiresolution Neural Networks for Imaging
Document Type
Conference
Author
Source
2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) Graphics, Patterns and Images (SIBGRAPI), 2022 35th SIBGRAPI Conference on. 1:174-179 Oct, 2022
Subject
Language
ISSN
2377-5416
Abstract
We present MR-Net, a general architecture for multiresolution neural networks, and a framework for imaging applications based on this architecture. Our coordinate-based networks are continuous both in space and in scale as they are composed of multiple stages that progressively add finer details. Besides that, they are a compact and efficient representation. We show examples of multiresolution image representation and applications to texture magnification, minification, and antialiasing.