📦 Projects

NeOTF: Guidestar-free neural representation for broadband dynamic imaging through scattering

Y Sun and F Xia.

[Project Page]

• We introduce NeOTF, a framework that learns an implicit neural representation of the OTF. By applying multi-frame speckle intensities and Fourier-domain prior, NeOTF robustly retrieves the system’s OTF with high fidelity and efficiency.

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

[Github] [Docs] [中文文档]

• 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, joint denoising/demosaicing (JDD), with HDR-fusion, AITM, and DiffIPE on the roadmap.