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Light Field Depth-of-Field Expansion and Enhancement Based on Multifocus Fusion

Authors :
Alessandro Neri
Michele Brizzi
Federica Battisti
AA.VV.
Brizzi, M.
Battisti, F.
Neri, A.
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.

Details

Language :
English
Database :
OpenAIRE
Journal :
EUVIP
Accession number :
edsair.doi.dedup.....4d82f4af1a2be7e9cc7e1be2c9167036