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Multi-Frame Super-Resolution

When multiple images of the same view are taken from slightly different positions, perhaps also at different times, then they collectively contain more information than any single image on its own. Multi-Frame Super-Resolution fuses these low-res inputs into a composite high-res image that can reveal some of the original detail that cannot be recovered from any low-res image alone.

( Credit: HighRes-net )

Papers

Showing 110 of 34 papers

TitleStatusHype
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling0
A Single-Frame and Multi-Frame Cascaded Image Super-Resolution Method0
Super-Resolution for Remote Sensing Imagery via the Coupling of a Variational Model and Deep Learning0
BurstM: Deep Burst Multi-scale SR using Fourier Space with Optical FlowCode1
Simple Base Frame Guided Residual Network for RAW Burst Image Super-ResolutionCode1
Combination of Single and Multi-frame Image Super-resolution: An Analytical PerspectiveCode0
Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-ResolutionCode2
Private Eye: On the Limits of Textual Screen Peeking via Eyeglass Reflections in Video Conferencing0
BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable AlignmentCode1
TR-MISR: Multiimage Super-Resolution Based on Feature Fusion With TransformersCode1
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