公开(公告)号：US20240346746A1

公开(公告)日：2024-10-17

申请号：US18639771

申请日：2024-04-18

Applicant: Outward, Inc.

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

IPC: G06T15/20 ,  G06F16/58 ,  G06T5/50 ,  G06T7/32

CPC classification number: G06T15/205 ,  G06F16/58 ,  G06T5/50 ,  G06T7/32

Abstract: A machine learning based image processing and generation framework is disclosed. In some embodiments, depth values of an object or asset in a received input image are at least in part determined using a machine learning based framework that is constrained to a known prescribed environment. Determined depth values facilitate generation of other views of the object or asset.

公开(公告)号：US11995775B2

公开(公告)日：2024-05-28

申请号：US17334547

申请日：2021-05-28

Applicant: Outward, Inc.

Inventor： Clarence Chui

IPC: G06T11/00 ,  G06T19/00 ,  G06V20/64 ,  H04N7/01 ,  H04N21/2343 ,  H04N21/4223 ,  H04N21/81 ,  H04N23/80

CPC classification number: G06T19/006 ,  G06T11/00 ,  G06V20/64 ,  H04N7/0125 ,  H04N21/234318 ,  H04N21/4223 ,  H04N21/8126 ,  H04N23/80

Abstract: Techniques for delivering virtualized content are disclosed. In some embodiments, elements in source content are mapped to a set of corresponding database objects, and the set of database objects is modified to generate a virtualized version of the source content. A specification of the virtualized version of the source content is provided to an output device in response to a request from the output device for the source content.

公开(公告)号：US11676332B2

公开(公告)日：2023-06-13

申请号：US17039837

申请日：2020-09-30

Applicant: Outward, Inc.

Inventor： Clarence Chui ,  Manu Parmar

IPC: G06K9/36 ,  G06T15/20 ,  G06T7/32 ,  G06T5/50

CPC classification number: G06T15/205 ,  G06T5/50 ,  G06T7/32

Abstract: Techniques for generating an ensemble image are disclosed. In some embodiments, images associated with a plurality of independent scenes are translated to a prescribed origin, translated images associated with each independent scene are transformed into a prescribed perspective; and pixels of an image array having the prescribed perspective that is associated with each independent scene is populated with corresponding pixels from the transformed translated images associated with that independent scene. An ensemble image comprising the prescribed perspective is at least in part generated by combining at least some pixels of image arrays associated with the plurality of independent scenes.

公开(公告)号：US20230121731A1

公开(公告)日：2023-04-20

申请号：US17966363

申请日：2022-10-14

Applicant: Outward, Inc.

Inventor： Clarence Chui ,  Manu Parmar ,  Akshansh Chaudhry ,  Himanshu Jain ,  Andrew Pang ,  Lakshay Sharma ,  Brook Aaron Seaton

IPC: G06T17/20 ,  G06T7/10 ,  G06T7/70 ,  G06V10/70 ,  G06V20/00

Abstract: A content generation platform is generally described herein. More specifically, interactive image generation and techniques and features thereof are disclosed herein. An arbitrary input image captured in an unknown environment is processed using one or more machine learning based networks to generate an interactive reconstruction or floorplan of the input image.

公开(公告)号：US20230120613A1

公开(公告)日：2023-04-20

申请号：US17966328

申请日：2022-10-14

Applicant: Outward, Inc.

Inventor： Marc Mignard ,  Clarence Chui ,  Manu Parmar ,  Avinash Venkata Uppuluri ,  John Le

IPC: G06T15/50 ,  H04N13/239 ,  H04N13/254 ,  G06T15/60

Abstract: 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：US20230117686A1

公开(公告)日：2023-04-20

申请号：US17966373

申请日：2022-10-14

Applicant: Outward, Inc.

Inventor： Himanshu Jain ,  Clarence Chui ,  Manu Parmar ,  Brook Aaron Seaton

IPC: G06T17/20 ,  G06T7/70 ,  G06T15/50 ,  G06T7/50

Abstract: A content generation platform is generally described herein. More specifically, interactive image generation and techniques and features thereof are disclosed herein. An arbitrary input image captured in an unknown environment is processed using one or more machine learning based networks to generate an interactive reconstruction or floorplan of the input image.

公开(公告)号：US20230088433A1

公开(公告)日：2023-03-23

申请号：US18071474

申请日：2022-11-29

Applicant: Outward, Inc.

Inventor： Clarence Chui ,  Manu Parmar

IPC: G06T5/50 ,  G06T15/20

Abstract: Techniques for generating an arbitrary view of a scene from existing images are disclosed. In some embodiments, in response to receiving a request for an image comprising a desired perspective of a scene, the image comprising the desired perspective of the scene is generated using pixels obtained from a plurality of existing images having the desired perspective, wherein one or more of the plurality of existing images are transformed to the desired perspective from other perspectives.

公开(公告)号：US20220358626A1

公开(公告)日：2022-11-10

申请号：US17870830

申请日：2022-07-22

Applicant: Outward, Inc.

Inventor： Clarence Chui ,  Manu Parmar

IPC: G06T5/00 ,  G06K9/62 ,  G06T7/60 ,  G06T7/40 ,  G06N20/00 ,  G06T19/20 ,  G06V10/46 ,  G06V20/10 ,  G06V20/64 ,  G06T15/06

Abstract: 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：US20220312056A1

公开(公告)日：2022-09-29

申请号：US17840465

申请日：2022-06-14

Applicant: Outward, Inc.

Inventor： Clarence Chui

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

Abstract: 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：US11335054B2

公开(公告)日：2022-05-17

申请号：US16836760

申请日：2020-03-31

Applicant: Outward, Inc.

Inventor： Clarence Chui ,  Manu Parmar

IPC: G06T15/06 ,  G06T5/00

Abstract: Techniques associated with adaptive sampling are disclosed. In some embodiments, in response to receiving a specification of a scene to render, a sampling of each portion of the scene is determined based at least in part on the specification of the scene such that the scene is not uniformly sampled, and the scene is rendered according to the determined sampling of each portion of the scene.