Invention Grant
US09123095B2 Method for increasing the robustness of computer-aided diagnosis to image processing uncertainties
有权
增加计算机辅助诊断对图像处理不确定度的鲁棒性的方法
- Patent Title: Method for increasing the robustness of computer-aided diagnosis to image processing uncertainties
- Patent Title (中): 增加计算机辅助诊断对图像处理不确定度的鲁棒性的方法
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Application No.: US13061966Application Date: 2009-09-09
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Publication No.: US09123095B2Publication Date: 2015-09-01
- Inventor: Michael Chun-chieh Lee , Lilla Boroczky
- Applicant: Michael Chun-chieh Lee , Lilla Boroczky
- Applicant Address: NL Eindhoven
- Assignee: Koninklijke Philips N.V.
- Current Assignee: Koninklijke Philips N.V.
- Current Assignee Address: NL Eindhoven
- International Application: PCT/IB2009/053952 WO 20090909
- International Announcement: WO2010/035163 WO 20100401
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06T7/00 ; G06F19/00 ; G06K9/62
Abstract:
A classifier (20) is trained by a feature matrix (18, 18′) made up of feature vectors (F11, . . . , Fkm). The feature vectors are generated by operating on each of a plurality (k) of training image data sets with each of a plurality (m) of image processing algorithms (121, . . . , 12m) to generate processed and segmented images. Features of the segmented regions are extracted (14) to generate the feature vectors. In this manner, the classifier is trained with data generated with a variety of image processing algorithms.
Public/Granted literature
- US20110172514A1 METHOD FOR INCREASING THE ROBUSTNESS OF COMPUTER-AIDED DIAGNOSIS TO IMAGE PROCESSING UNCERTAINTIES Public/Granted day:2011-07-14
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