Back to Search
Start Over
Light Field Depth-of-Field Expansion and Enhancement Based on Multifocus Fusion
- Source :
- EUVIP
- Publication Year :
- 2019
- Publisher :
- Institute of Electrical and Electronics Engineers Inc., 2019.
-
Abstract
- Light Field imaging systems allow capturing a larger amount of information of a scene with respect to conventional cameras. In fact, light field cameras record, in a single shot, multiple instances of the same scene taken from slightly different points of view. This enables new applications, like digital refocusing and free-viewpoint content creation. The main drawback of this hardware is in the trade-off between spatial and angular resolution, which has an impact on the depth of field of the refocused images. In this paper we propose a technique for increasing the depth of field by means of mul-tifocus fusion and, at the same time, for enhancing the quality of the content. The available views are processed in the Laguerre Gauss transform domain to perform a selective enhancement that sharpens the selected depth layer and blurs the others. The performed experiments prove the effectiveness of the proposed approach.
- Subjects :
- Light Field Enhancement
Computer science
business.industry
Refocusing
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Laguerre Gau
020206 networking & telecommunications
020207 software engineering
Laguerre Gauss
02 engineering and technology
Content creation
Extended Depth of Field
Domain (software engineering)
Quality (physics)
Content (measure theory)
0202 electrical engineering, electronic engineering, information engineering
Laguerre polynomials
Angular resolution
Computer vision
Depth of field
Artificial intelligence
business
Light field
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- EUVIP
- Accession number :
- edsair.doi.dedup.....4d82f4af1a2be7e9cc7e1be2c9167036