Monochrome and Color Polarization Demosaicking
Project Summary
One-shot monochrome and color polarization cameras based on microgrid image polarimeter has reveived increasing attention in recent years because of many potential applications using polarization information. In this project, we aim at developing a high-quality demosaicking algorithm for monochrome and color polarization cameras.
Learning-Based Method
- Two-Step Color-Polarization Demosaicking Network [Project]
- Vy Nguyen, Masayuki Tanaka, Yusuke Monno, and Masatoshi Okutomi
- IEEE International Conference on Image Processing (ICIP), October, 2022.
Interpolation-Based Method
- Monochrome and Color Polarization Demosaicking Based on Intensity-Guided Residual Interpolation [PDF]
- Miki Morimatsu, Yusuke Monno, Masayuki Tanaka, and Masatoshi Okutomi
- IEEE Sensors Journal, Vol.21, No.23, pp.26985-26996, December, 2021.
- Monochrome and Color Polarization Demosaicking Using Edge-Aware Residual Interpolation [Project]
- Miki Morimatsu, Yusuke Monno, Masayuki Tanaka, and Masatoshi Okutomi
- IEEE International Conference on Image Processing (ICIP), pp.2571-2575, October, 2020.