YapengTian/Single-Image-Super-Resolution resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1895 stars · 377 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of papers and resources on example-based single image super-resolution (SISR), spanning early learning-based, sparsity-based, and deep learning methods. It is a reference collection rather than runnable software.

Use cases

• find state-of-the-art super-resolution papers
• learn about single image super-resolution as a beginner
• survey deep learning methods for image upscaling
• find code implementations of SISR algorithms
• research sparse coding based image restoration

When to choose

• you need a curated reading list of super-resolution research
• you are starting out in image super-resolution and want foundational papers
• you want links to papers and code for classic and modern SR methods

When to avoid

• you need ready-to-run super-resolution software or a library
• you need video or multi-image super-resolution resources
• you need a maintained tool rather than a paper list

Facets

learning-resource · maturity maintenance

image-processing machine-learning deep-learning computer-vision image-processing machine-learning tutorials cross-platform awesome-list super-resolution paper-collection computer-vision research-papers

Member repositories

For agents

markdown · JSON · MCP: product_card(name="YapengTian/Single-Image-Super-Resolution")