Invention Grant
- Patent Title: Image data pre-processing
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Application No.: US16070537Application Date: 2017-01-25
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Publication No.: US10769498B2Publication Date: 2020-09-08
- Inventor: Eran Rubens , Bella Fadida-Specktor , Eliahu Zino , Menachem Melamed , Eran Meir , Netanel Weinberg , Maria Kaplinsky Nus
- Applicant: KONINKLIJKE PHILIPS N.V.
- Applicant Address: NL Eindhoven
- Assignee: KONINKLIJKE PHILIPS N.V.
- Current Assignee: KONINKLIJKE PHILIPS N.V.
- Current Assignee Address: NL Eindhoven
- Priority: com.zzzhc.datahub.patent.etl.us.BibliographicData$PriorityClaim@1a330b2c com.zzzhc.datahub.patent.etl.us.BibliographicData$PriorityClaim@4313deed
- International Application: PCT/EP2017/051449 WO 20170125
- International Announcement: WO2017/129573 WO 20170803
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06K9/62 ; G06T5/00 ; G06K9/46 ; G06T11/20 ; G16H30/20

Abstract:
A computer-implemented method (40) reduces processing time of an application for visualizing image data, which application is one of a plurality of applications selectable by a user. Each of the plurality of applications includes a pre-processing algorithm for pre-processing the image data. The method predicts which one of the pre-processing algorithms is to be performed in response to a selection of an application by the user by: —extracting a feature vector from the image data, metadata, and/or additional data associated with the image data, —supplying the feature vector as input to a machine learned model, and —receiving an algorithm identifier as output from the machine learned model. The algorithm identifier identifies the pre-processing algorithm. Additionally, the algorithm identifier is used to select (42) the pre-processing algorithm. The image data is pre-processed (43) using the selected pre-processing algorithm.
Public/Granted literature
- US20190065904A1 IMAGE DATA PRE-PROCESSING Public/Granted day:2019-02-28
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