CPC G06T 5/005 (2013.01) [G06T 5/30 (2013.01); G06T 7/13 (2017.01); G06T 7/50 (2017.01); G06T 7/55 (2017.01); G06T 2207/20064 (2013.01); G06T 2207/20084 (2013.01)] | 8 Claims |
1. A method of generating an adaptive multiplane image (AMI) from a single image, comprising:
receiving the single image as an input;
generating a depth map by performing a depth estimation process;
performing adaptative slicing of the single image into partial image planes;
processing the partial image planes with occluded regions by inpainting; and
rearranging resulting image planes to form a AMI representation,
wherein the generating of the depth map comprises:
feeding the input to a Time-Frequency Decomposition (TFD) layer in a new feature map with half of an input resolution and with four times more features in a channel dimension;
applying a sequence of convolutional layers;
generating a new set of wavelet coefficients; and
transforming the new set of wavelet coefficients to the input resolution by an Inverse Time-Frequency Decomposition (I-TFD).
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