Video Depth-From-Defocus

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Veröffentlicht in:arXiv.org (Oct 12, 2016), p. n/a
1. Verfasser: Kim, Hyeongwoo
Weitere Verfasser: Richardt, Christian, Theobalt, Christian
Veröffentlicht:
Cornell University Library, arXiv.org
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022 |a 2331-8422 
035 |a 2080624383 
045 0 |b d20161012 
100 1 |a Kim, Hyeongwoo 
245 1 |a Video Depth-From-Defocus 
260 |b Cornell University Library, arXiv.org  |c Oct 12, 2016 
513 |a Working Paper 
520 3 |a Many compelling video post-processing effects, in particular aesthetic focus editing and refocusing effects, are feasible if per-frame depth information is available. Existing computational methods to capture RGB and depth either purposefully modify the optics (coded aperture, light-field imaging), or employ active RGB-D cameras. Since these methods are less practical for users with normal cameras, we present an algorithm to capture all-in-focus RGB-D video of dynamic scenes with an unmodified commodity video camera. Our algorithm turns the often unwanted defocus blur into a valuable signal. The input to our method is a video in which the focus plane is continuously moving back and forth during capture, and thus defocus blur is provoked and strongly visible. This can be achieved by manually turning the focus ring of the lens during recording. The core algorithmic ingredient is a new video-based depth-from-defocus algorithm that computes space-time-coherent depth maps, deblurred all-in-focus video, and the focus distance for each frame. We extensively evaluate our approach, and show that it enables compelling video post-processing effects, such as different types of refocusing. 
653 |a Algorithms 
653 |a Post-processing 
653 |a Recording 
653 |a Apertures 
653 |a Cameras 
700 1 |a Richardt, Christian 
700 1 |a Theobalt, Christian 
773 0 |t arXiv.org  |g (Oct 12, 2016), p. n/a 
786 0 |d ProQuest  |t Engineering Database 
856 4 1 |3 Citation/Abstract  |u https://www.proquest.com/docview/2080624383/abstract/embedded/6A8EOT78XXH2IG52?source=fedsrch 
856 4 0 |3 Full text outside of ProQuest  |u http://arxiv.org/abs/1610.03782