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公开(公告)号:US20240290025A1
公开(公告)日:2024-08-29
申请号:US18588948
申请日:2024-02-27
Applicant: GOOGLE LLC
Inventor: Yinda Zhang , Sean Ryan Francesco Fanello , Ziqian Bai , Feitong Tan , Zeng Huang , Kripasindhu Sarkar , Danhang Tang , Di Qiu , Abhimitra Meka , Ruofei Du , Mingsong Dou , Sergio Orts Escolano , Rohit Kumar Pandey , Thabo Beeler
CPC classification number: G06T13/40 , G06T7/90 , G06T17/20 , G06V10/44 , G06T2207/10024 , G06T2207/20084
Abstract: A method comprises receiving a first sequence of images of a portion of a user, the first sequence of images being monocular images; generating an avatar based on the first sequence of images, the avatar being based on a model including a feature vector associated with a vertex; receiving a second sequence of images of the portion of the user; and based on the second sequence of images, modifying the avatar with a displacement of the vertex to represent a gesture of the avatar.
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公开(公告)号:US20240212106A1
公开(公告)日:2024-06-27
申请号:US18554960
申请日:2021-04-28
Applicant: Google LLC
Inventor: Chloe LeGendre , Paul Debevec , Sean Ryan Francesco Fanello , Rohit Kumar Pandey , Sergio Orts Escolano , Christian Haene , Sofien Bouaziz
CPC classification number: G06T5/50 , G06T7/194 , G06V10/56 , G06V10/60 , H04N5/272 , G06T2207/20221
Abstract: Apparatus and methods related to applying lighting models to images are provided. An example method includes receiving, via a computing device, an image comprising a subject. The method further includes relighting, via a neural network, a foreground of the image to maintain a consistent lighting of the foreground with a target illumination. The relighting is based on a per-pixel light representation indicative of a surface geometry of the foreground. The light representation includes a specular component, and a diffuse component, of surface reflection. The method additionally includes predicting, via the neural network, an output image comprising the subject in the relit foreground. One or more neural networks can be trained to perform one or more of the aforementioned aspects.
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公开(公告)号:US20250078397A1
公开(公告)日:2025-03-06
申请号:US18823613
申请日:2024-09-03
Applicant: Google LLC
Inventor: Abhimitra Meka , Marcel Bühler , Kripasindhu Sarkar , Tanmay Shah , Gengyan Li , Daoye Wang , Leonhard Helminger , Sergio Orts Escolano , Dmitry Lagun , Thabo Beeler
Abstract: A method including determining a viewpoint, generating a first image using an image generator, the first image including an object in a first orientation based on the viewpoint, modifying the image generator based on a second orientation of the object, and generating a second image based on the first image using the modified image generator.
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公开(公告)号:US12066282B2
公开(公告)日:2024-08-20
申请号:US17413847
申请日:2020-11-11
Applicant: GOOGLE LLC
Inventor: Sean Ryan Francesco Fanello , Kaiwen Guo , Peter Christopher Lincoln , Philip Lindsley Davidson , Jessica L. Busch , Xueming Yu , Geoffrey Harvey , Sergio Orts Escolano , Rohit Kumar Pandey , Jason Dourgarian , Danhang Tang , Adarsh Prakash Murthy Kowdle , Emily B. Cooper , Mingsong Dou , Graham Fyffe , Christoph Rhemann , Jonathan James Taylor , Shahram Izadi , Paul Ernest Debevec
IPC: G01B11/25 , G01B11/245 , G06T15/50 , G06T17/20
CPC classification number: G01B11/2513 , G01B11/245 , G06T15/506 , G06T17/205
Abstract: A lighting stage includes a plurality of lights that project alternating spherical color gradient illumination patterns onto an object or human performer at a predetermined frequency. The lighting stage also includes a plurality of cameras that capture images of an object or human performer corresponding to the alternating spherical color gradient illumination patterns. The lighting stage also includes a plurality of depth sensors that capture depth maps of the object or human performer at the predetermined frequency. The lighting stage also includes (or is associated with) one or more processors that implement a machine learning algorithm to produce a three-dimensional (3D) model of the object or human performer. The 3D model includes relighting parameters used to relight the 3D model under different lighting conditions.
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公开(公告)号:US20240020915A1
公开(公告)日:2024-01-18
申请号:US18353213
申请日:2023-07-17
Applicant: Google LLC
Inventor: Yinda Zhang , Feitong Tan , Sean Ryan Francesco Fanello , Abhimitra Meka , Sergio Orts Escolano , Danhang Tang , Rohit Kumar Pandey , Jonathan James Taylor
Abstract: Techniques include introducing a neural generator configured to produce novel faces that can be rendered at free camera viewpoints (e.g., at any angle with respect to the camera) and relit under an arbitrary high dynamic range (HDR) light map. A neural implicit intrinsic field takes a randomly sampled latent vector as input and produces as output per-point albedo, volume density, and reflectance properties for any queried 3D location. These outputs are aggregated via a volumetric rendering to produce low resolution albedo, diffuse shading, specular shading, and neural feature maps. The low resolution maps are then upsampled to produce high resolution maps and input into a neural renderer to produce relit images.
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公开(公告)号:US20220065620A1
公开(公告)日:2022-03-03
申请号:US17413847
申请日:2020-11-11
Applicant: GOOGLE LLC
Inventor: Sean Ryan Francesco Fanello , Kaiwen Guo , Peter Christopher Lincoln , Philip Lindsley Davidson , Jessica L. Busch , Xueming Yu , Geoffrey Harvey , Sergio Orts Escolano , Rohit Kumar Pandey , Jason Dourgarian , Danhang Tang , Adarsh Prakash Murthy Kowdle , Emily B. Cooper , Mingsong Dou , Graham Fyffe , Christoph Rhemann , Jonathan James Taylor , Shahram Izadi , Paul Ernest Debevec
IPC: G01B11/25 , G06T15/50 , G01B11/245 , G06T17/20
Abstract: A lighting stage includes a plurality of lights that project alternating spherical color gradient illumination patterns onto an object or human performer at a predetermined frequency. The lighting stage also includes a plurality of cameras that capture images of an object or human performer corresponding to the alternating spherical color gradient illumination patterns. The lighting stage also includes a plurality of depth sensors that capture depth maps of the object or human performer at the predetermined frequency. The lighting stage also includes (or is associated with) one or more processors that implement a machine learning algorithm to produce a three-dimensional (3D) model of the object or human performer. The 3D model includes relighting parameters used to relight the 3D model under different lighting conditions.
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