Invention Grant
- Patent Title: Method for processing information, information processing apparatus, and non-transitory computer-readable recording medium
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Application No.: US16394062Application Date: 2019-04-25
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Publication No.: US10796184B2Publication Date: 2020-10-06
- Inventor: Gregory Senay , Sotaro Tsukizawa , Min Young Kim , Luca Rigazio
- Applicant: Panasonic Intellectual Property Management Co., Ltd.
- Applicant Address: JP Osaka
- Assignee: PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD.
- Current Assignee: PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD.
- Current Assignee Address: JP Osaka
- Agency: Greenblum & Bernstein, P.L.C.
- Main IPC: G06K9/32
- IPC: G06K9/32 ; G06K9/00 ; G06K9/62 ; G06N3/08 ; G06T7/73 ; G06N3/04 ; G06T7/00

Abstract:
Inputting an image to a neural network, performing convolution on a current frame included in the image to calculate a current feature map, which is a feature map at a present time, combining a past feature map, which is obtained by performing convolution on a past frame included in the image, and the current feature map, estimating an object candidate area using the combined past feature map and current feature map, estimating positional information and identification information regarding the one or more objects included in the current frame using the combined past feature map and current feature map and the estimated object candidate area, and outputting the positional information and the identification information regarding the one or more objects included in the current frame of the image estimated in the estimating as object detection results are included.
Public/Granted literature
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