公开(公告)号：US10929952B2

公开(公告)日：2021-02-23

申请号：US15970393

申请日：2018-05-03

Applicant: Google LLC

Inventor： Peyman Milanfar ,  Yaniv Romano

IPC: G06T3/40 ,  G06K9/46 ,  G06T5/00 ,  G06T5/50

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for upscaling an image. One of the methods includes upscaling a low resolution image, creating first pixel subsets of the first upscaled image, creating second pixel subsets of a high resolution image, determining, for each subset in the pixel subsets, a value of a property of the pixel subset, determining, for each subset in the pixel subsets, a group of subsets to which the corresponding pixel subset belongs using the value of the property, and determining, for each of the groups of subsets, a filter to apply to each of the first pixel subsets that correspond to the pixel subsets in the group to create a final pixel subset that approximates the corresponding second pixel subset using the first pixel subset, a combination of all of the final pixel subsets representing a second upscaled image.

公开(公告)号：US20180253826A1

公开(公告)日：2018-09-06

申请号：US15970393

申请日：2018-05-03

Applicant: Google LLC

Inventor： Peyman Milanfar ,  Yaniv Romano

IPC: G06T3/40 ,  G06T5/50 ,  G06T5/00 ,  G06K9/46

CPC classification number: G06T3/4053 ,  G06K9/4604 ,  G06T3/40 ,  G06T3/403 ,  G06T5/003 ,  G06T5/50 ,  G06T2207/20024 ,  G06T2207/20081 ,  G06T2207/20221 ,  G06T2210/36

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for upscaling an image. One of the methods includes upscaling a low resolution image, creating first pixel subsets of the first upscaled image, creating second pixel subsets of a high resolution image, determining, for each subset in the pixel subsets, a value of a property of the pixel subset, determining, for each subset in the pixel subsets, a group of subsets to which the corresponding pixel subset belongs using the value of the property, and determining, for each of the groups of subsets, a filter to apply to each of the first pixel subsets that correspond to the pixel subsets in the group to create a final pixel subset that approximates the corresponding second pixel subset using the first pixel subset, a combination of all of the final pixel subsets representing a second upscaled image.

公开(公告)号：US09996902B2

公开(公告)日：2018-06-12

申请号：US15000670

申请日：2016-01-19

Applicant: Google LLC

Inventor： Peyman Milanfar ,  Yaniv Romano

IPC: G06T3/40 ,  G06K9/46 ,  G06T5/00 ,  G06T5/50

CPC classification number: G06T3/4053 ,  G06K9/4604 ,  G06T3/40 ,  G06T3/403 ,  G06T5/003 ,  G06T5/50 ,  G06T2207/20024 ,  G06T2207/20081 ,  G06T2207/20221 ,  G06T2210/36

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for upscaling an image. One of the methods includes upscaling a low resolution image, creating first pixel subsets of the first upscaled image, creating second pixel subsets of a high resolution image, determining, for each subset in the pixel subsets, a value of a property of the pixel subset, determining, for each subset in the pixel subsets, a group of subsets to which the corresponding pixel subset belongs using the value of the property, and determining, for each of the groups of subsets, a filter to apply to each of the first pixel subsets that correspond to the pixel subsets in the group to create a final pixel subset that approximates the corresponding second pixel subset using the first pixel subset, a combination of all of the final pixel subsets representing a second upscaled image.