Abstract
We analyze the modulation of a light field via non-refracting attenuators. In the most general case, any desired modulation can be achieved with attenuators having four degrees of freedom in ray-space. We motivate the discussion with a universal 4D ray modulator (ray-filter) which can attenuate the intensity of each ray independently. We describe operation of such a fantasy ray-filter in the context of altering the 4D light field incident on a 2D camera sensor. Ray-filters are difficult to realize in practice but we can achieve reversible encoding for light field capture using patterned attenuating mask. Two mask-based designs are analyzed in this framework. The first design closely mimics the angle-dependent ray-sorting possible with the ray filter. The second design [17] exploits frequency-domain modulation to achieve a more efficient encoding. We extend these designs for optimal sampling of light field by matching the modulation function to the specific shape of the band-limit frequency transform of light field. We also show how a hand-held version of an attenuator based light field camera can be built using a medium-format digital camera and an inexpensive mask.
Original language | English (US) |
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Title of host publication | 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR |
DOIs | |
State | Published - Sep 23 2008 |
Event | 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR - Anchorage, AK, United States Duration: Jun 23 2008 → Jun 28 2008 |
Other
Other | 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR |
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Country/Territory | United States |
City | Anchorage, AK |
Period | 6/23/08 → 6/28/08 |
ASJC Scopus subject areas
- Computer Vision and Pattern Recognition
- Control and Systems Engineering