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- SuperF: Neural Implicit Fields for Multi-Image Super-Resolution
We introduce SuperF, a test-time optimization approach that leverages Implicit Neural Representations (INRs) to achieve super-resolution without the need for high-resolution training data
- SuperF: Neural Implicit Fields for Multi-Image Super-Resolution
SuperF achieves multi-image super-resolution by sharing an implicit neural representation (INR) across multiple low-resolution (LR) frames with sub-pixel shifts
- SuperF - Satellite Image Super-Resolution - Hugging Face
These 10 meter images that have subtle spatial misalignments, which is useful to compute a super-resolved image Using these images, the SuperF approach optimizes an implicit neural representation (INR) of the shared underlying high-resolution image
- SuperF: Neural Implicit Fields for Multi-Image Super-Resolution
Here, we propose SuperF, a test-time optimization approach for MISR that leverages coordinate-based neural networks, also called neural fields Their ability to represent continuous signals with an implicit neural representation (INR) makes them an ideal fit for the MISR task
- GitHub - Sjyhne superf: Satellite super resolution using LR satellite . . .
A test-time optimization approach for multi-image super-resolution (MISR) that leverages coordinate-based neural networks (implicit neural representations) SuperF reconstructs high-resolution imagery from multiple shifted low-resolution frames without requiring high-resolution training data
- S F: N IMPLICITFIELDS FOR M -I S -RESOLUTION - OpenReview
sentations for multi-image super-resolution The key characteristic of SuperF is to jointly optimize the sub-pixel alignment of multiple low-resolution f ames while sharing an INR across all frames SuperF improves upon existing INR-based burst fusion approaches by optimizing INRs with a di-rect parameterization of the affine transformations
- SuperFuckers - Wikipedia
SuperFuckers (censored as SuperF#@%ers, SuperF*ckers or SuperF***ers) is an American adult animated series created by James Kochalka and published by Top Shelf Productions between 2005 and 2007
- SuperF: Multi-Domain Theories Methods
SuperF is a multifaceted concept integrating advanced theoretical constructs, computational methods, and experimental designs across physics, algebra, and machine learning
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