公开(公告)号：US10547823B2

公开(公告)日：2020-01-28

申请号：US16141426

申请日：2018-09-25

Applicant: Intel Corporation

Inventor： Bindita Chaudhuri ,  Fan Zhang ,  Oscar Nestares

IPC: H04N13/111 ,  G06T7/55 ,  H04N13/161 ,  H04N13/271 ,  H04N13/15 ,  H04N13/139 ,  G06T3/20 ,  H04N13/122 ,  G06T3/40 ,  G06T3/00

Abstract: Techniques related to interpolating an intermediate view image from multi-view images are discussed. Such techniques include downsampling first and second images that represent a view of a scene, generating a disparity map based on applying a first CNN to the downscaled first and second images, translating the downscaled first and second images using the disparity map, applying a second CNN to the translated downscaled first and second images and the disparity map to generate a downscaled intermediate image, and upscaling the downscaled intermediate image to an intermediate image at the resolution of the first and second images using an image super-resolution convolutional neural network.

公开(公告)号：US20190045168A1

公开(公告)日：2019-02-07

申请号：US16141426

申请日：2018-09-25

Applicant: Intel Corporation

Inventor： Bindita Chaudhuri ,  Fan Zhang ,  Oscar Nestares

IPC: H04N13/111 ,  G06T3/40 ,  G06T7/55 ,  H04N13/161 ,  H04N13/271 ,  H04N13/15 ,  H04N13/139 ,  G06T3/20 ,  H04N13/122

CPC classification number: H04N13/111 ,  G06T1/20 ,  G06T3/0093 ,  G06T3/20 ,  G06T3/4038 ,  G06T3/4053 ,  G06T7/55 ,  G06T2207/10028 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/20212 ,  G06T2207/20228 ,  H04N5/23232 ,  H04N13/122 ,  H04N13/139 ,  H04N13/15 ,  H04N13/161 ,  H04N13/243 ,  H04N13/271 ,  H04N2013/0081

Abstract: Techniques related to interpolating an intermediate view image from multi-view images are discussed. Such techniques include downsampling first and second images that represent a view of a scene, generating a disparity map based on applying a first CNN to the downscaled first and second images, translating the downscaled first and second images using the disparity map, applying a second CNN to the translated downscaled first and second images and the disparity map to generate a downscaled intermediate image, and upscaling the downscaled intermediate image to an intermediate image at the resolution of the first and second images using an image super-resolution convolutional neural network.

公开(公告)号：US10855966B2

公开(公告)日：2020-12-01

申请号：US16752346

申请日：2020-01-24

Applicant: Intel Corporation

Inventor： Bindita Chaudhuri ,  Fan Zhang ,  Oscar Nestares

IPC: H04N19/51 ,  H04N19/82 ,  H04N19/523 ,  H04N13/111 ,  G06T7/55 ,  H04N13/161 ,  H04N13/271 ,  H04N13/15 ,  H04N13/139 ,  G06T3/20 ,  H04N13/122 ,  G06T3/40 ,  G06T1/20 ,  H04N5/232 ,  H04N13/243 ,  G06T3/00 ,  H04N13/00

Abstract: Techniques related to interpolating an intermediate view image from multi-view images are discussed. Such techniques include downsampling first and second images that represent a view of a scene, generating a disparity map based on applying a first CNN to the downscaled first and second images, translating the downscaled first and second images using the disparity map, applying a second CNN to the translated downscaled first and second images and the disparity map to generate a downscaled intermediate image, and upscaling the downscaled intermediate image to an intermediate image at the resolution of the first and second images using an image super-resolution convolutional neural network.

公开(公告)号：US20200162715A1

公开(公告)日：2020-05-21

申请号：US16752346

申请日：2020-01-24

Applicant: Intel Corporation

Inventor： Bindita Chaudhuri ,  Fan Zhang ,  Oscar Nestares

IPC: H04N13/111 ,  G06T3/40 ,  H04N13/122 ,  G06T3/20 ,  H04N13/139 ,  H04N13/15 ,  H04N13/271 ,  H04N13/161 ,  G06T7/55 ,  H04N13/243 ,  H04N5/232 ,  G06T1/20

Abstract: Techniques related to interpolating an intermediate view image from multi-view images are discussed. Such techniques include downsampling first and second images that represent a view of a scene, generating a disparity map based on applying a first CNN to the downscaled first and second images, translating the downscaled first and second images using the disparity map, applying a second CNN to the translated downscaled first and second images and the disparity map to generate a downscaled intermediate image, and upscaling the downscaled intermediate image to an intermediate image at the resolution of the first and second images using an image super-resolution convolutional neural network.