公开(公告)号：US12056812B2

公开(公告)日：2024-08-06

申请号：US17966246

申请日：2022-10-14

申请人： Outward, Inc.

发明人： Clarence Chui ,  Manu Parmar ,  Marc Mignard ,  Avinash Venkata Uppuluri ,  John Le ,  Andrew Pang

IPC分类号： G06T15/50 ,  G06T7/10 ,  G06T7/50 ,  G06T7/70 ,  G06T15/04 ,  G06T15/60 ,  G06T17/20 ,  G06T19/00 ,  G06T19/20 ,  G06V10/70 ,  G06V20/00 ,  G06V20/20 ,  H04N5/222 ,  H04N13/156 ,  H04N13/239 ,  H04N13/254 ,  H04N13/296 ,  H04N23/56 ,  H04N23/60 ,  H04N23/61 ,  H04N23/62 ,  H04N23/69 ,  H04N23/695 ,  H04N23/74

CPC分类号： G06T15/506 ,  G06T7/10 ,  G06T7/50 ,  G06T7/70 ,  G06T15/04 ,  G06T15/50 ,  G06T15/60 ,  G06T17/20 ,  G06T19/006 ,  G06T19/20 ,  G06V10/70 ,  G06V20/20 ,  G06V20/36 ,  H04N5/222 ,  H04N13/156 ,  H04N13/239 ,  H04N13/254 ,  H04N13/296 ,  H04N23/56 ,  H04N23/61 ,  H04N23/62 ,  H04N23/64 ,  H04N23/69 ,  H04N23/695 ,  H04N23/74 ,  G06T2200/08 ,  G06T2200/24 ,  G06T2207/10028 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/20212 ,  G06T2207/30244 ,  G06T2210/04 ,  G06T2210/56 ,  G06T2219/2004 ,  G06T2219/2016

摘要： A content generation platform is generally described herein. More specifically, interactive image generation and techniques and features thereof are disclosed herein. One or more sets of images of a scene are captured in an imaging studio. The captured one or more sets of images of the scene are processed using one or more machine learning based networks to generate an interactive image of the scene comprising a plurality of interactive features. One or more of the plurality of interactive features of the generated interactive image may be modified or edited according to user preferences.

公开(公告)号：US12003790B2

公开(公告)日：2024-06-04

申请号：US17840465

申请日：2022-06-14

申请人： Outward, Inc.

发明人： Clarence Chui

IPC分类号： H04N21/234 ,  H04N21/44 ,  H04N21/84

CPC分类号： H04N21/23418 ,  H04N21/23412 ,  H04N21/44012 ,  H04N21/84

摘要： Techniques for rendering a scene are disclosed. In some embodiments, a scene definition is modified to generate a modified scene definition based at least in part on a current state of a local database at a device. The modified scene definition is constrained to include references to objects locally available in the local database, and at least one object referenced in the scene definition is substituted with a different object in the modified scene definition that is locally available in the local database. The scene is rendered at the device according to the modified scene definition.

公开(公告)号：US11989820B2

公开(公告)日：2024-05-21

申请号：US17090793

申请日：2020-11-05

申请人： Outward, Inc.

发明人： Clarence Chui ,  Manu Parmar ,  Amogh Subbakrishna Adishesha ,  Harshul Gupta ,  Avinash Venkata Uppuluri

IPC分类号： G06K9/36 ,  G06F16/58 ,  G06T5/50 ,  G06T7/32 ,  G06T15/20

CPC分类号： G06T15/205 ,  G06F16/58 ,  G06T5/50 ,  G06T7/32

摘要： Techniques for generating an image are disclosed. In some embodiments, a received input image is transformed to generate an output image using a machine learning based framework that is trained on a constrained set of images. The generated output image comprises an attribute learned by the machine learning based framework from the set of images.

公开(公告)号：US11972522B2

公开(公告)日：2024-04-30

申请号：US17089597

申请日：2020-11-04

申请人： Outward, Inc.

发明人： Clarence Chui ,  Manu Parmar ,  Brook Aaron Seaton ,  Himanshu Jain

IPC分类号： G06K9/36 ,  G06T5/50 ,  G06T7/32 ,  G06T15/20 ,  G06T17/00

CPC分类号： G06T15/205 ,  G06T5/50 ,  G06T7/32 ,  G06T17/00

摘要： Techniques for generating an arbitrary view or perspective of an ensemble scene are disclosed. In some embodiments, in response to a received request for a prescribed perspective of an ensemble scene comprising a plurality of assets, an output image of the ensemble scene for the requested prescribed perspective is generated based at least in part on combining at least a portion of an existing image of each of at least a subset of the plurality of assets.

公开(公告)号：US20240096009A1

公开(公告)日：2024-03-21

申请号：US18522072

申请日：2023-11-28

申请人： Outward, Inc.

发明人： Clarence Chui ,  Manu Parmar ,  Brook Seaton

IPC分类号： G06T15/20 ,  G06T5/50 ,  G06T7/32 ,  G06T17/00

CPC分类号： G06T15/205 ,  G06T5/50 ,  G06T7/32 ,  G06T17/00

摘要： Techniques for generating a prescribed perspective of a composite object are disclosed. In some embodiments, a specification of a composite object comprising a plurality of objects is specified using object views of the plurality of objects that comprise a fixed depth, and a prescribed perspective of the composite object is at least in part generated by populating the prescribed perspective of the composite object with pixels from existing images of the plurality of objects.

公开(公告)号：US11935193B2

公开(公告)日：2024-03-19

申请号：US16820641

申请日：2020-03-16

申请人： Outward, Inc.

发明人： Clarence Chui ,  Christopher Murphy

IPC分类号： G06T17/20 ,  G06T15/04 ,  G06T15/06

CPC分类号： G06T17/20 ,  G06T15/04 ,  G06T15/06 ,  G06T2210/21

摘要： Various techniques associated with automatic mesh generation are disclosed. One or more center curves of an outline of an object or figure are first determined. Next, for each of a plurality of points of each of the one or more center curves, a pair of rays is cast from a center curve in opposite directions, wherein the rays collide with opposite sides of the outline, and a collision pair is generated that comprises a line connecting collision points of the pair of rays on opposite sides of the outline. A mesh model of the object or figure is generated by mapping each of a set of collision pairs to polygons used to define the mesh model.

公开(公告)号：US20240005456A1

公开(公告)日：2024-01-04

申请号：US18369810

申请日：2023-09-18

申请人： Outward, Inc.

发明人： Clarence Chui ,  Manu Parmar

IPC分类号： G06T5/00 ,  G06T7/60 ,  G06T7/40 ,  G06N20/00 ,  G06T19/20 ,  G06V20/10 ,  G06V20/64 ,  G06F18/214 ,  G06F18/21 ,  G06V10/774 ,  G06V10/776 ,  G06T15/06

CPC分类号： G06T5/002 ,  G06T7/60 ,  G06T7/40 ,  G06N20/00 ,  G06T19/20 ,  G06V20/10 ,  G06V20/64 ,  G06F18/214 ,  G06F18/217 ,  G06V10/774 ,  G06V10/776 ,  G06T15/06 ,  G06T2207/20081 ,  G06T2219/2024 ,  G06N3/045

摘要： A machine learning based image processing architecture and associated applications are disclosed herein. In some embodiments, a machine learning framework is trained to learn low level image attributes such as object/scene types, geometries, placements, materials and textures, camera characteristics, lighting characteristics, contrast, noise statistics, etc. Thereafter, the machine learning framework may be employed to detect such attributes in other images and process the images at the attribute level.

公开(公告)号：US11704862B1

公开(公告)日：2023-07-18

申请号：US17571883

申请日：2022-01-10

申请人： Outward, Inc.

发明人： Manu Parmar ,  Zhanpeng Feng ,  Clarence Chui

IPC分类号： G06T15/06 ,  H04N19/513 ,  H04N19/597

CPC分类号： G06T15/06 ,  H04N19/521 ,  H04N19/597

摘要： Improved techniques for generating video content are disclosed. In some embodiments, it is determined whether a frame comprising a scene is an independent frame or a predictive frame. In the event that the frame is an independent frame, the frame is encoded independently. In the event that the frame is a predictive frame, block differences and motion vectors are encoded, wherein motion vectors are determined from a known three-dimensional model and time evolution of the scene.

公开(公告)号：US11670207B2

公开(公告)日：2023-06-06

申请号：US16861133

申请日：2020-04-28

申请人： Outward, Inc.

发明人： Clarence Chui ,  Christopher Murphy

IPC分类号： G09G3/20 ,  G06T15/04 ,  G09G5/36 ,  G06T11/40 ,  G06T15/50

CPC分类号： G09G3/20 ,  G06T11/40 ,  G06T15/04 ,  G06T15/503 ,  G09G5/363 ,  G09G2370/022

摘要： Two-dimensional compositing that preserves the curvatures of non-flat surfaces is disclosed. In some embodiments, a mapping is associated with a two-dimensional rendering that maps a potentially variable portion of the two-dimensional rendering to a canvas. The mapping is generated from a three-dimensional model of the potentially variable portion of the two-dimensional rendering. The potentially variable portion of the two-dimensional rendering is dynamically modified according to the mapping to reflect content comprising the canvas or edits received with respect to the canvas.

公开(公告)号：US20230122184A1

公开(公告)日：2023-04-20

申请号：US17966262

申请日：2022-10-14

申请人： Outward, Inc.

发明人： Andrew Pang ,  Clarence Chui ,  Manu Parmar ,  Marc Mignard ,  Avinash Venkata Uppuluri ,  John Le

IPC分类号： G06T19/20

摘要： A content generation platform is generally described herein. More specifically, interactive image generation and techniques and features thereof are disclosed herein. One or more sets of images of a scene are captured in an imaging studio. The captured one or more sets of images of the scene are processed using one or more machine learning based networks to generate an interactive image of the scene comprising a plurality of interactive features. One or more of the plurality of interactive features of the generated interactive image may be modified or edited according to user preferences.