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Enabling stereoscopic high dynamic range video
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Selmanovic, Elmedin, Debattista, Kurt, Bashford-Rogers, Thomas and Chalmers, Alan (2014) Enabling stereoscopic high dynamic range video. Signal Processing: Image Communication, Volume 29 (Number 2). pp. 216-228. doi:10.1016/j.image.2013.08.004 ISSN 0923-5965.
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Official URL: http://dx.doi.org/10.1016/j.image.2013.08.004
Abstract
Stereoscopic and high dynamic range (HDR) imaging are two methods that enhance video content by respectively improving depth perception and light representation. A large body of research has looked into each of these technologies independently, but very little work has attempted to combine them due to limitations in capture and display; HDR video capture (for a wide range of exposure values over 20 f-stops) is not yet commercially available and few prototype HDR video cameras exist. In this work we propose techniques which facilitate stereoscopic high dynamic range (SHDR) video capture by using an HDR and LDR camera pair. Three methods are proposed: one based on generating the missing HDR frame by warping the existing one using a disparity map; increasing the range of LDR video using a novel expansion operator; and a hybrid of the two where expansion is used for pixels within the LDR range and warping for the rest. Generated videos were compared to the ground truth SHDR video captured using two HDR video cameras. Results show little overall error and demonstrate that the hybrid method produces the least error of the presented methods.
| Item Type: | Journal Article | ||||||
|---|---|---|---|---|---|---|---|
| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group) | ||||||
| Journal or Publication Title: | Signal Processing: Image Communication | ||||||
| Publisher: | Elsevier Science Inc | ||||||
| ISSN: | 0923-5965 | ||||||
| Official Date: | February 2014 | ||||||
| Dates: |
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| Volume: | Volume 29 | ||||||
| Number: | Number 2 | ||||||
| Page Range: | pp. 216-228 | ||||||
| DOI: | 10.1016/j.image.2013.08.004 | ||||||
| Status: | Peer Reviewed | ||||||
| Publication Status: | Published | ||||||
| Access rights to Published version: | Restricted or Subscription Access |
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