CPC G06T 3/4053 (2013.01) [G06T 3/4046 (2013.01); G06T 3/4076 (2013.01); G06T 5/50 (2013.01); G06T 7/70 (2017.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 40/103 (2022.01); H04N 23/90 (2023.01); G06F 18/214 (2023.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20221 (2013.01); G06T 2207/30196 (2013.01); G06T 2207/30221 (2013.01)] | 20 Claims |
1. An apparatus comprising:
a memory to store at least a portion of a low resolution image comprising at least one person; and
one or more processors coupled to the memory, the one or more processors to:
generate a first super resolution image using the low resolution image, wherein the first super resolution image has a greater resolution than the low resolution image;
concatenate a plurality of image channels to generate a stacked image, the image channels comprising at least one image channel corresponding to each of: the first super resolution image, labels associated with the first super resolution image, wherein the labels are from a predetermined set of labels corresponding to at least a part of clothing or a body part, and pose information corresponding to the at least one person; and
generate a second super resolution image by application of a pretrained convolutional neural network to the stacked image.
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