Yunong Sun

Yunong Sun

Ph.D student@UC Irvine

πŸ“¦ Selected Repositories

Github
Open-AISP result

Open-AISP: An open-source AI-ISP pipeline framework for beginners

[Github] [Docs] [δΈ­ζ–‡ζ–‡ζ‘£] GitHub stars

  • A beginner-friendly and toy-level AI-ISP pipeline framework covering realistic raw image degradation simulation, neural ISP pipeline reconstruction, and image post-enhancement with generative prior.
  • Current modules include raw simulation raw-sim and multi-frame joint denoising/demosaicing (JDD), with multi-frame HDR fusion (HDR-fusion), learning-based tonemapping(AITM), and diffusion-based post-enhancement (DiffIPE) on the roadmap.
  • [ISP] ISP Parameters Auto-Tuning Scripts [Github] GitHub stars
  • [Optics] Computational-Imaging-Simulations-for-Beginners [Github] GitHub stars
  • [Optics] Implementation of Single-frame Fienup-type Phase Retrieval Algorithm [Github] GitHub stars