Natural Color Rendering

CS 184 Final Project · Milestone

Lu Jin Xujia Liu Zhehao Wu Zihan Yi

Proposal Milestone Final Presentation

Milestone Summary

This page tracks progress from proposal to implementation. You can update each block below with concrete intermediate results (figures, metrics, and ablations) as your milestone evolves.

1) What We Have Completed

Dataset capture and preprocessing pipeline setup.
Initial denoising baselines integrated (classical + diffusion-based).
First-pass HDR merge module connected to the pipeline.

2) Preliminary Results

Insert representative qualitative comparison figures here.
Insert quantitative table (e.g., SNR / PSNR / SSIM) here.
Summarize current strongest and weakest pipeline variant.

3) Problems Encountered & Fixes

Alignment instability in low-light burst frames.
Trade-off between denoising strength and detail preservation.
Engineering fixes and parameter tuning notes.

4) Plan for Final Stage

Finalize benchmark on all target scenes.
Tune the best pipeline ordering and post-processing.
Prepare final visuals, discussion, and demo assets.