计算机科学
图像分辨率
单光子雪崩二极管
超分辨率
瞬态(计算机编程)
二极管
压缩传感
光学
电子工程
探测器
光电子学
物理
电信
人工智能
雪崩光电二极管
工程类
图像(数学)
操作系统
作者
Qilin Sun,Xiong Dun,Yifan Peng,Wolfgang Heidrich
摘要
Time-of- ight depth imaging and transient imaging are two imaging modalities that have recently received a lot of interest. Despite much research, existing hardware systems are limited either in terms of temporal resolution or are prohibitively expensive. Arrays of Single Photon Avalanche Diodes (SPADs) are promising candidates to fill this gap by providing higher temporal resolution at an affordable cost. Unfortunately, state-of-the-art SPAD arrays are only available in relatively small resolutions and low fill-factor. Furthermore, the low fill-factor issue leads to more ill-posed problems when seeking to realize the super-resolution imaging with SPAD array. In this work, we target on hand-crafting the optical structure of SPAD array to enable the super-resolution design of SPAD array. We particularly investigate the scenario of optical coding for SPAD array, including the improvement of fill-factor of SPAD array by assembling microstructures and the direct light modulation using a diffractive optical element. A part of the design work has been applied in our recent advance, where here we show several applications in depth and transient imaging.
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