This project implements a comprehensive digital image processing pipeline designed to process raw camera data (specifically Sony .SRF files). The system performs various Image Signal Processing (ISP) techniques to convert raw sensor data into high-quality BMP images.
Key features and algorithms implemented include:
- Optical Black (OB) & White Balance (WB) correction
- Color Filter Array (CFA) Interpolation (Demosaicing)
- Color Matrix Correction & Gamma Correction
- Edge Enhancement & Sharpening
- HSV Color Space Adjustments
To run this project and test the pipeline, you can use the raw images provided in the Google Drive link below (Or if you have any .SRF files you can use those).
Image Dataset: Google Drive Link
The image processing quality was evaluated against Sony's native processing by the Masters and Doctorates in the lab. These are the results for my submission compared to Sony:
| Round | Aryan Vora | Sony |
|---|---|---|
| I | 16 | 14 |
| II | 16 | 14 |
| III | 12 | 18 |