Light Field Image Processing: An Overview

Northeastern University · Tsinghua University · +2 more institutions

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Abstract

Light field imaging has emerged as a technology allowing to capture richer visual information from our world. As opposed to traditional photography, which captures a 2D projection of the light in the scene integrating the angular domain, light fields collect radiance from rays in all directions, demultiplexing the angular information lost in conventional photography. On the one hand, this higher dimensional representation of visual data offers powerful capabilities for scene understanding, and substantially improves the performance of traditional computer vision problems such as depth sensing, post-capture refocusing, segmentation, video stabilization, material classification, etc. On the other hand, the…

Citation impact

578
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FWCI
17.19
Percentile
100%
References
311
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Authors

8

Topics & keywords

Keywords
  • Computational photography
  • Computer science
  • Light field
  • Computer vision
  • Artificial intelligence
  • Computer graphics
  • Field (mathematics)
  • Image processing
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