Benchmark data set and method for depth estimation from light field images

Convolutional neural networks (CNNs) have performed extremely well for many image analysis tasks. However, supervised training of deep CNN architectures requires huge amounts of labeled data, which is unavailable for light field images. In this paper, we leverage on synthetic light field images and...

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Bibliographic Details

Main Authors:	Feng, Mingtao, Wang, Yaonan, Liu, Jian, Zhang, Liang, Mohd Zaki, Hasan Firdaus, Mian, Ajmal
Format:	Article
Language:	en en en
Published:	Institute of Electrical and Electronics Engineers Inc 2018
Subjects:	Q350 Information theory
Online Access:	http://irep.iium.edu.my/64466/1/64466_Benchmark%20Data%20Set%20and%20Method%20for%20Depth.pdf http://irep.iium.edu.my/64466/2/64466_Benchmark%20Data%20Set%20and%20Method%20for%20Depth_SCOPUS.pdf http://irep.iium.edu.my/64466/3/64466_Benchmark%20Data%20Set%20and%20Method%20for%20Depth_WOS.pdf http://irep.iium.edu.my/64466/ https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8310559
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