Discrete Illumination-Based Compressed Ultrafast Photography for High-Fidelity Dynamic Imaging.
Jiali YaoZihan GuoDalong QiShiyu XuWenzhang LinLong ChengChengzhi JinYu HeNing XuZhen PanJiayi MaoYunhua YaoLianzhong DengYuecheng ShenHeng ZhaoZhenrong SunShian ZhangPublished in: Advanced science (Weinheim, Baden-Wurttemberg, Germany) (2024)
Compressed ultrafast photography (CUP) can capture irreversible or difficult-to-repeat dynamic scenes at the imaging speed of more than one billion frames per second, which is obtained by compressive sensing-based image reconstruction from a compressed 2D image through the discretization of detector pixels. However, an excessively high data compression ratio in CUP severely degrades the image reconstruction quality, thereby restricting its ability to observe ultrafast dynamic scenes with complex spatial structures. To address this issue, a discrete illumination-based CUP (DI-CUP) with high fidelity is reported. In DI-CUP, the dynamic scenes are loaded into an ultrashort laser pulse train with controllable sub-pulse number and time interval, thus the data compression ratio, as well as the overlap between adjacent frames, is greatly decreased and flexibly controlled through the discretization of dynamic scenes based on laser pulse train illumination, and high-fidelity image reconstruction can be realized within the same observation time window. Furthermore, the superior performance of DI-CUP is verified by observing femtosecond laser-induced ablation dynamics and plasma channel evolution, which are hardly resolved in the spatial structures using conventional CUP. It is anticipated that DI-CUP will be widely and dependably used in the real-time observations of various ultrafast dynamics.
Keyphrases
- high resolution
- deep learning
- blood pressure
- biofilm formation
- high speed
- electronic health record
- energy transfer
- computed tomography
- drug delivery
- machine learning
- cystic fibrosis
- oxidative stress
- staphylococcus aureus
- magnetic resonance
- pseudomonas aeruginosa
- diabetic rats
- endothelial cells
- atrial fibrillation
- high glucose
- photodynamic therapy