公开(公告)号：US20220114369A1

公开(公告)日：2022-04-14

申请号：US17497246

申请日：2021-10-08

Applicant: NEC Laboratories America, Inc.

Inventor： Biplob Debnath ,  Srimat Chakradhar ,  Yi Yang ,  Neisarg Dave

IPC: G06K9/00 ,  G06T7/20 ,  G06N3/02

Abstract: Systems and methods for video analytic processing with neuro-symbolic artificial intelligence are provided. These systems and methods include detecting and extracting one or more objects from one or more video frames, and identifying the attributes associated with each of the one or more objects. These further include extracting context from a question, and compiling a series of inquiries to identify the information needed to answer the question and identify missing information. These further include storing intermediate information about the extracted objects and identified attributes, and determining whether the question requires further modeling of data to obtain missing information. These further include mining the one or more video frames for missing information, and compiling the intermediate information from the data storage and missing information based on the context of the question to produce a final answer.

公开(公告)号：US11810351B2

公开(公告)日：2023-11-07

申请号：US17497246

申请日：2021-10-08

Applicant: NEC Laboratories America, Inc.

Inventor： Biplob Debnath ,  Srimat Chakradhar ,  Yi Yang ,  Neisarg Dave

IPC: G06V20/40 ,  G06T7/20 ,  G06N3/02

CPC classification number: G06V20/41 ,  G06N3/02 ,  G06T7/20 ,  G06V20/49 ,  G06T2207/10016 ,  G06T2207/20081 ,  G06T2207/20084

Abstract: Systems and methods for video analytic processing with neuro-symbolic artificial intelligence are provided. These systems and methods include detecting and extracting one or more objects from one or more video frames, and identifying the attributes associated with each of the one or more objects. These further include extracting context from a question, and compiling a series of inquiries to identify the information needed to answer the question and identify missing information. These further include storing intermediate information about the extracted objects and identified attributes, and determining whether the question requires further modeling of data to obtain missing information. These further include mining the one or more video frames for missing information, and compiling the intermediate information from the data storage and missing information based on the context of the question to produce a final answer.