System and method of dual-pixel image synthesis and image background manipulation

Abstract

A system and method of determining synthetic dual-pixel data, performing deblurring, predicting dual pixel views, and view synthesis. The method including: receiving an input image; determining synthetic dual-pixel data using a trained artificial neural network with the input image as input to the trained artificial neural network, the trained artificial neural network includes a latent space encoder, a left dual-pixel view decoder, and a right dual-pixel view decoder; and outputting the synthetic dual-pixel data. In some cases, determination of the synthetic dual-pixel data can include performing reflection removal, defocus deblurring, or view synthesis.

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