Light Field Image Processing: An Overview
Northeastern University · Tsinghua University · +2 more institutions
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
- FWCI
- 17.19
- Percentile
- 100%
- References
- 311
Authors
8Topics & keywords
- Computational photography
- Computer science
- Light field
- Computer vision
- Artificial intelligence
- Computer graphics
- Field (mathematics)
- Image processing