Inference-Reconstruction Variational Autoencoder for Light Field Image Reconstruction

Light field cameras can capture the radiance and direction of light rays by a single exposure, providing a new perspective to photography and 3D geometry perception. However, existing sub-aperture based light field cameras are limited by their sensor resolution to obtain high spatial and angular res...

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Bibliographic Details
Published in:	IEEE transactions on image processing Vol. 31; pp. 5629 - 5644
Main Authors:	Han, Kang, Xiang, Wei
Format:	Journal Article
Language:	English
Published:	New York IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	adaptive convolution Angular resolution Cameras Convolution Distance measurement Feature extraction Field cameras Image reconstruction indirect view synthesis Inference Information flow Light Light field image reconstruction Spatial resolution statistic distance measurement Superresolution Training variational autoencoder
ISSN:	1057-7149, 1941-0042, 1941-0042
Online Access:	Get full text
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