Computational Light Field Generation Using Deep Nonparametric Bayesian Learning

Computational Light Field Generation Using Deep Nonparametric Bayesian Learning

In this paper, we present a deep nonparametric Bayesian method to synthesize a light field from a single image. Conventionally, light-field capture requires special optical architecture, and the gain in angular resolution often comes at the expense of a reduction in spatial resolution. Techniques fo...

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Bibliographic Details
Main Authors: Nan Meng, Xing Sun, Hayden K.-H. So, Edmund Y. Lam
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Image reconstruction
convolutional neural network
deep learning
nonparametric Bayesian
light field imaging
Online Access:https://ieeexplore.ieee.org/document/8645794/

Internet

https://ieeexplore.ieee.org/document/8645794/

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