Light field image processing: An overview

G Wu, B Masia, A Jarabo, Y Zhang… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
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 …

Failure diagnosis using decision trees

M Chen, AX Zheng, J Lloyd, MI Jordan… - International …, 2004 - ieeexplore.ieee.org
We present a decision tree learning approach to diagnosing failures in large Internet sites.
We record runtime properties of each request and apply automated machine learning and …

A metric for light field reconstruction, compression, and display quality evaluation

X Min, J Zhou, G Zhai, P Le Callet… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Owning to the recorded light ray distributions, light field contains much richer information
and provides possibilities of some enlightening applications, and it has becoming more and …

A new approach to subjectively assess quality of plenoptic content

I Viola, M Řeřábek, T Ebrahimi - Applications of Digital Image …, 2016 - spiedigitallibrary.org
Plenoptic content is becoming increasingly popular thanks to the availability of acquisition
and display devices. Thanks to image-based rendering techniques, a plenoptic content can …

Estimation of signal distortion using effective sampling density for light field-based free viewpoint video

H Shidanshidi, F Safaei, W Li - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In a light field-based free viewpoint video (LF-based FVV) system, effective sampling density
(ESD) is defined as the number of rays per unit area of the scene that has been acquired …

Scene-adaptive configuration of two cameras using the correspondence field function

F Safaei, P Mokhtarian, H Shidanshidi… - … on Multimedia and …, 2013 - ieeexplore.ieee.org
In a free viewpoint video system, the scene is captured by a number of cameras and it would
be desirable to optimize the configuration of cameras, such as their location or orientation, to …

A method for calculating the minimum number of cameras in a light field based free viewpoint video system

H Shidanshidi, F Safaei, W Li - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
Calculation of the number of cameras required to capture the scene is an essential problem
in a practical light field based free viewpoint video (FVV) system. Existing methods calculate …

A noncoverage field model for improving the rendering quality of virtual views

C Zhu, L Yu, Z Xiong - IEEE Transactions on Multimedia, 2017 - ieeexplore.ieee.org
Rendering quality optimization theory is one of the most basic and fascinating components
of image-based rendering (IBR). The rendering quality of virtual views is related to the …

Non-uniform sampling of plenoptic signal based on the scene complexity variations for a free viewpoint video system

H Shidanshidi, F Safaei… - … Conference on Image …, 2013 - ieeexplore.ieee.org
Acquisition of a free viewpoint video (FVV) system is theoretically considered as a problem
of plenoptic signal sampling. It is typically performed by using a regular camera grid. While a …

Optimization of the number of rays in interpolation for light field based free viewpoint systems

H Shidanshidi, F Safaei, W Li - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Light field (LF) rendering is widely used in free viewpoint video systems (FVV). Different
methods have been proposed to employ depth maps to improve the rendering quality …