公开(公告)号：US20220148299A1

公开(公告)日：2022-05-12

申请号：US17438687

申请日：2019-07-19

Applicant: Google LLC

Inventor： Mikael Pierre Bonnevie ,  Aaron Maschinot ,  Aaron Sarna ,  Shuchao Bi ,  Jingbin Wang ,  Michael Spencer Krainin ,  Wenchao Tong ,  Dilip Krishnan ,  Haifeng Gong ,  Ce Liu ,  Hossein Talebi ,  Raanan Sayag ,  Piotr Teterwak

IPC: G06V10/82 ,  G06N3/04 ,  G06T7/10

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating realistic extensions of images. In one aspect, a method comprises providing an input that comprises a provided image to a generative neural network having a plurality of generative neural network parameters. The generative neural network processes the input in accordance with trained values of the plurality of generative neural network parameters to generate an extended image. The extended image has (i) more rows, more columns, or both than the provided image, and (ii) is predicted to be a realistic extension of the provided image. The generative neural network is trained using an adversarial loss objective function.

公开(公告)号：US11483463B2

公开(公告)日：2022-10-25

申请号：US16883587

申请日：2020-05-26

Applicant: Google LLC

Inventor： Julia Winn ,  Abraham Stephens ,  Daniel Pettigrew ,  Aaron Maschinot ,  Ce Liu ,  Michael Krainin ,  Michael Rubinstein ,  Jingyu Cui

IPC: G06K9/34 ,  H04N5/232 ,  B60J3/04 ,  G02F1/1333 ,  G02F1/137 ,  H04N5/00 ,  H04N1/60 ,  G06T5/00 ,  H04N1/38 ,  G06T5/50 ,  H05B45/20

Abstract: Some implementations relate to determining whether glare is present in captured image(s) of an object (e.g., a photo) and/or to determining one or more attributes of any present glare. Some of those implementations further relate to adapting one or more parameters for a glare removal process based on whether the glare is determined to be present and/or based on one or more of the determined attributes of any glare determined to be present. Some additional and/or alternative implementations disclosed herein relate to correcting color of a flash image of an object (e.g., a photo). The flash image is based on one or more images captured by a camera of a client device with a flash component of the client device activated. In various implementations, correcting the color of the flash image is based on a determined color space of an ambient image of the object.

公开(公告)号：US12236676B2

公开(公告)日：2025-02-25

申请号：US17438687

申请日：2019-07-19

Applicant: Google LLC

Inventor： Mikael Pierre Bonnevie ,  Aaron Maschinot ,  Aaron Sarna ,  Shuchao Bi ,  Jingbin Wang ,  Michael Spencer Krainin ,  Wenchao Tong ,  Dilip Krishnan ,  Haifeng Gong ,  Ce Liu ,  Hossein Talebi ,  Raanan Sayag ,  Piotr Teterwak

IPC: G06K9/00 ,  G06N3/045 ,  G06T7/10 ,  G06V10/82

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating realistic extensions of images. In one aspect, a method comprises providing an input that comprises a provided image to a generative neural network having a plurality of generative neural network parameters. The generative neural network processes the input in accordance with trained values of the plurality of generative neural network parameters to generate an extended image. The extended image has (i) more rows, more columns, or both than the provided image, and (ii) is predicted to be a realistic extension of the provided image. The generative neural network is trained using an adversarial loss objective function.

公开(公告)号：US10675955B2

公开(公告)日：2020-06-09

申请号：US15812622

申请日：2017-11-14

Applicant: Google LLC

Inventor： Julia Winn ,  Abraham Stephens ,  Daniel Pettigrew ,  Aaron Maschinot ,  Ce Liu ,  Michael Krainin ,  Michael Rubinstein ,  Jingyu Cui

IPC: G06K9/34 ,  B60J3/04 ,  G02F1/1333 ,  G02F1/137 ,  H04N5/00 ,  H04N1/60 ,  G06T5/00 ,  H04N1/38 ,  H04N5/232 ,  G06T5/50 ,  H05B45/20

Abstract: Some implementations relate to determining whether glare is present in captured image(s) of an object (e.g., a photo) and/or to determining one or more attributes of any present glare. Some of those implementations further relate to adapting one or more parameters for a glare removal process based on whether the glare is determined to be present and/or based on one or more of the determined attributes of any glare determined to be present. Some additional and/or alternative implementations disclosed herein relate to correcting color of a flash image of an object (e.g., a photo). The flash image is based on one or more images captured by a camera of a client device with a flash component of the client device activated. In various implementations, correcting the color of the flash image is based on a determined color space of an ambient image of the object.

公开(公告)号：US20180134127A1

公开(公告)日：2018-05-17

申请号：US15812622

申请日：2017-11-14

Applicant: Google LLC

Inventor： Julia Winn ,  Abraham Stephens ,  Daniel Pettigrew ,  Aaron Maschinot

IPC: B60J3/04 ,  G02F1/1333 ,  G02F1/137 ,  H05B33/08

Abstract: Some implementations relate to determining whether glare is present in captured image(s) of an object (e.g., a photo) and/or to determining one or more attributes of any present glare. Some of those implementations further relate to adapting one or more parameters for a glare removal process based on whether the glare is determined to be present and/or based on one or more of the determined attributes of any glare determined to be present. Some additional and/or alternative implementations disclosed herein relate to correcting color of a flash image of an object (e.g., a photo). The flash image is based on one or more images captured by a camera of a client device with a flash component of the client device activated. In various implementations, correcting the color of the flash image is based on a determined color space of an ambient image of the object.