IEEE International Conference on Computational Photography (ICCP) 2013
DOI: 10.1109/iccphot.2013.6528308
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Random coded sampling for high-speed HDR video

Abstract: We propose a novel method for capturing high-speed, high dynamic range video with a single low-speed camera using a coded sampling technique. Traditional video cameras use a constant full-frame exposure time, which makes temporal super-resolution difficult due to the ill-posed nature of inverting the sampling operation. Our method samples at the same rate as the traditional low-speed camera but uses random per-pixel exposure times and offsets. By exploiting temporal and spatial redundancy in the video, we can … Show more

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Cited by 16 publications
(8 citation statements)
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“…Holloway et al used temporal modulation only (i.e., a flutter shutter) to recover compressive video using only fastspeed switching modes on a commodity sensor [19]. Such switching modes have also proven successful in capturing focal stacks [20] or high-speed high dynamic range video [21]. In a recent Nature publication, a static mask pattern displayed on an SLM to reconstruct 10 picosecond resolution video of non-periodic events was demonstrated [22].…”
Section: Related Workmentioning
confidence: 99%
“…Holloway et al used temporal modulation only (i.e., a flutter shutter) to recover compressive video using only fastspeed switching modes on a commodity sensor [19]. Such switching modes have also proven successful in capturing focal stacks [20] or high-speed high dynamic range video [21]. In a recent Nature publication, a static mask pattern displayed on an SLM to reconstruct 10 picosecond resolution video of non-periodic events was demonstrated [22].…”
Section: Related Workmentioning
confidence: 99%
“…Other works rely on multiple cameras [SBB14, BRG*14], enhanced sensor control electronics performed in simulation [PZJ13], or otherwise highly modified hardware designs [MRK*13, ZSFC*15]. For instance, Tocci et al [TKTS11] and Kronander et al [KGBU13] achieve single‐shot HDR by acquiring several LDR images with different sensors using a beam splitter.…”
Section: Related Workmentioning
confidence: 99%
“…Although these methods use several cameras, they only increase the temporal (and spatial) resolution of regular videos, while we increase the temporal resolution and capture HDR light-field videos. Portz et al [PZJ13] propose a random per-pixel exposure coding for a hypothetical sensor. Temporal upsampling and HDR is achieved by finding similar space-time blocks for each pixel throughout an entire video sequence.…”
Section: Related Workmentioning
confidence: 99%