An open-source image signal processing (ISP) pipeline implemented by C++
ISPLab is an open-source and platform-free ISP pipeline converting 10-bit RAW data to 8-bit RGB/YUV image without any 3rdparty libs (If you want to show the result and use deep learning, then OpenCV is required).
| Raw input | RGB output |
|---|---|
 |
 |
The pipeline of ISPLab includes following methods:
- RAW data processing
- Dead pixel correction (DPC)
- Black level correction (BLC)
- Lens shading correction (LSC)
- Anti-aliasing filtering (AAF)
- Auto white balance (AWB)
- Chroma noise filtering (CNF)
- Demosaicing
- RGB image processing
- Color correction (CCM)
- Gamma correction (GC)
- Color space convertion
- YUV image processing
- Noise reduction (NR)
- Edge enhancement (EE)
- Hue & saturatiton control (HSC)
- Brightness & contrast control (BCC)
You can easily change the parameters of different methods in the config.csv, or change the Config.cpp file.
Contact me: liuyuqing@mail.dlut.edu.cn