Key research themes
1. How can paired flash and no-flash images be utilized to enhance photographic image quality and detail preservation?
This research area investigates computational photography techniques that leverage paired images taken with flash and without flash illumination to overcome the limitations of each individual capture. The focus is on combining the detail-rich, noise-free data from flash images and the ambient light's natural appearance captured in no-flash photos. Such techniques aim to achieve noise reduction, detail enhancement, white balancing, and artifact corrections that maintain the scene's natural ambiance while improving visual quality. This is critical due to the challenges in low-light photography, where either motion blur, noise, or unnatural artifacts result from traditional methods.
2. How does smartphone flash characterization influence point-of-care diagnostic imaging accuracy and reliability?
This theme explores the quantitative characterization of smartphone flash and torch emissions, focusing on spectral and temporal profiles under varying power states and device models. Since modern point-of-care diagnostic tools, including lateral-flow assays with novel reporters like phosphorescent nanoparticles, rely heavily on smartphone flashes for excitation and imaging, understanding the variability and stability of flash output is essential. This research area aims to standardize or compensate for these flash-related factors to improve diagnostic accuracy, consistency, and reproducibility in resource-limited settings.
3. What are the technological and design innovations in flash-based imaging systems for scientific and medical applications?
Research under this theme addresses the design, calibration, and implementation of flash-based imaging systems tailored for specialized scientific instruments and diagnostic tools. This includes integrating flash illumination at scale and with high dynamic range in large detector arrays or improving ADC components relevant for analog-to-digital conversion at fast speeds. The work focuses on optimizing performance parameters like dynamic range, speed, power consumption, and calibration accuracy to facilitate efficient capture and processing of flash-illuminated signals in applications ranging from astrophysics to medical diagnostics.