Invention Grant
- Patent Title: Situation awareness method and device using image segmentation
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Application No.: US16557859Application Date: 2019-08-30
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Publication No.: US10803360B2Publication Date: 2020-10-13
- Inventor: Byeol Teo Park , Han Keun Kim , Dong Hoon Kim
- Applicant: Seadronix Corp.
- Applicant Address: KR Ulsan
- Assignee: Seadronix Corp.
- Current Assignee: Seadronix Corp.
- Current Assignee Address: KR Ulsan
- Agency: Fenwick & West LLP
- Priority: com.zzzhc.datahub.patent.etl.us.BibliographicData$PriorityClaim@7b55f78f com.zzzhc.datahub.patent.etl.us.BibliographicData$PriorityClaim@20a6b9c8 com.zzzhc.datahub.patent.etl.us.BibliographicData$PriorityClaim@2c3c61b1
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06K9/62 ; G06N3/08

Abstract:
A method for learning a neural network performed by a computing means wherein the neural network receives a marine image and outputs information about a type and a distance of at least one object included in the marine image is provided. The method comprises: obtaining a marine image including a sea and an obstacle; obtaining a labelling data generated based on the marine image; obtaining an output data by using a neural network, wherein the neural network receives the marine image and outputs the output data; calculating an error value by using the labelling data and the output data; and updating the neural network based on the error value; wherein the labelling data and the output data are determined by a combination of information about a type and a distance of an object.
Public/Granted literature
- US20200074239A1 SITUATION AWARENESS METHOD AND DEVICE USING IMAGE SEGMENTATION Public/Granted day:2020-03-05
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