Invention Grant
- Patent Title: Video analysis using a deep fusion reasoning engine (DFRE)
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Application No.: US16708648Application Date: 2019-12-10
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Publication No.: US11386667B2Publication Date: 2022-07-12
- Inventor: Hugo Latapie , Enzo Fenoglio , David Delano Ward , Guillaume Sauvage De Saint Marc , Carole Gridley
- Applicant: Cisco Technology, Inc.
- Applicant Address: US CA San Jose
- Assignee: Cisco Technology, Inc.
- Current Assignee: Cisco Technology, Inc.
- Current Assignee Address: US CA San Jose
- Agency: Behmke Innovation Group
- Agent Kenneth J. Heywood; Jonathon P. Western
- Main IPC: G06V20/52
- IPC: G06V20/52 ; H04N7/18 ; G06T7/11 ; G06T7/20 ; G08B5/22 ; G06Q30/06 ; G06V20/40 ; G06V40/10
Abstract:
In one embodiment, a video analysis service receives video data captured by one or more cameras at a particular location. The service applies a neural network-based model to portions of the video data, to identify objects within the video data. The service maps outputs of the neural network-based model to symbols using a conceptual space. The outputs of the model comprise the identified objects. The service applies a symbolic reasoning engine to the symbols, to generate an alert. The service sends the alert to a user interface in conjunction with the video data.
Public/Granted literature
- US20210042532A1 VIDEO ANALYSIS USING A DEEP FUSION REASONING ENGINE (DFRE) Public/Granted day:2021-02-11
Information query
