Invention Grant
- Patent Title: Method and arrangement for image model construction
- Patent Title (中): 图像模型构建方法与布置
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Application No.: US14122143Application Date: 2012-06-04
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Publication No.: US09324191B2Publication Date: 2016-04-26
- Inventor: Donny Tytgat , Erwin Six , Sammy Lievens , Maarten Aerts
- Applicant: Donny Tytgat , Erwin Six , Sammy Lievens , Maarten Aerts
- Applicant Address: FR Boulogne-Billancourt
- Assignee: Alcatel Lucent
- Current Assignee: Alcatel Lucent
- Current Assignee Address: FR Boulogne-Billancourt
- Agency: Patti & Malvone Law Group, LLC
- Priority: EP11305768 20110620
- International Application: PCT/EP2012/060507 WO 20120604
- International Announcement: WO2012/175320 WO 20121227
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06T19/20 ; G06T7/20

Abstract:
A method for constructing an image model (M1; M) from at least one image data input (IV1; IV1-IVn), comprises the steps of, in an iterative way, determining at least one state (PS1; PS1-PSn) of said at least one image data input (IV1; IV1-IVn), and a state (PSMF) of an intermediate learning model (MF; MIF) determining a target state (TSP) from said at least one state (PS1; PS1-PSn) of said at least one image data input, and from the state (PSMF) of said intermediate learning model (MF; MIF), performing at least one transformation in accordance with the determined target state (TSP) on said at least one image data input (IV1; IV1-IVn), thereby generating at least one transformed image (IV1T; IV1T-IVnT), aggregating said at least one transformed image (IV1T; IV1T-IVnt) with intermediate learning model (MF; MIF; MIT; MFT) information, thereby generating an updated estimate of said image model (M1; M), providing said updated estimate of said image model (M1; M) as said image model (M1; M) while also providing said updated estimate of said image model (M1; M) in a feedback loop to a model object learning module (500) for deriving an update of said intermediate learning model (MF, MIF).
Public/Granted literature
- US20140212030A1 METHOD AND ARRANGEMENT FOR IMAGE MODEL CONSTRUCTION Public/Granted day:2014-07-31
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