kqwang/phase-recovery resource

Health v2 · maintenance only

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1212 stars · 74 forks observed · 2026-08-28

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

A curated resource list accompanying the review paper 'On the use of deep learning for phase recovery' (Light: Science & Applications, 2024). It catalogs research groups, companies, workshops, papers, books, and theses covering conventional and deep-learning-based phase recovery techniques such as holography, interferometry, TIE, wavefront sensing, and ptychography.

Use cases

• find papers on deep learning for phase retrieval
• learn about holography and interferometry techniques
• survey deep learning approaches for quantitative phase imaging
• find research groups working on computational imaging
• get references for phase unwrapping and aberration correction
• prepare a literature review on ptychography
• find tutorials and courses on wavefront sensing

When to choose

• starting research on phase recovery or phase retrieval
• building a literature review for computational imaging
• looking for deep learning methods applied to optics
• finding active research groups or companies in phase imaging

When to avoid

• you need runnable software or code implementations
• you want a general computer vision resource list
• you need production imaging tools rather than references

Facets

learning-resource · maturity active

machine-learning image-processing computer-vision documentation computer-vision image-processing artificial-intelligence deep-learning tutorials awesome-lists cross-platform phase-recovery phase-retrieval computational-imaging holography interferometry ptychography wavefront-sensing quantitative-phase-imaging curated-list research-papers

Member repositories

For agents

markdown · JSON · MCP: product_card(name="kqwang/phase-recovery")