Title :
A multi-resolution approach to depth field estimation in dense image arrays
Author :
Alessandro Neri;Marco Carli;Federica Battisti
Author_Institution :
University of ROMA TRE, Department of Engineering, Via Vito Volterra 62, 00146, ROMA, Italy
Abstract :
In this paper a multi-resolution depth field estimation algorithm for plenoptic cameras is presented. To face the potential accuracy losses originated from ambiguity problems arising in flat surface regions, still preserving bandwidth in correspondence of edges, a multi-resolution scheme is proposed. The achieved results show that the proposed local optimization method outperforms state of the art more complex global optimization based methods.
Keywords :
"Image resolution","Cameras","Maximum likelihood estimation","Optimization","Sensors"
Conference_Titel :
Image Processing (ICIP), 2015 IEEE International Conference on
DOI :
10.1109/ICIP.2015.7351426