Invention Grant
- Patent Title: Image analysis
- Patent Title (中): 图像分析
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Application No.: US12808099Application Date: 2008-12-12
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Publication No.: US08379993B2Publication Date: 2013-02-19
- Inventor: Edward J. Kendall , Michael Gordon Barnett
- Applicant: Edward J. Kendall , Michael Gordon Barnett
- Applicant Address: CA St. John's CA Prince Albert
- Assignee: Edward Joseph Kendall,Michael Gordon Barnett
- Current Assignee: Edward Joseph Kendall,Michael Gordon Barnett
- Current Assignee Address: CA St. John's CA Prince Albert
- Agent Anthony R. Lambert
- International Application: PCT/CA2008/002132 WO 20081212
- International Announcement: WO2009/073963 WO 20090618
- Main IPC: G06K9/62
- IPC: G06K9/62

Abstract:
A method and apparatus for classifying an image is proposed. The image is first preprocessed by for example adjusting its orientation, selecting an area of interest and removing artifacts, and normalizing the brightness. Subsequently the image is processed by applying a wavelet decomposition and values for a scalar feature of the wavelet decomposition are measured. This value is binned and probabilities for different classifications of the image are determined based on the number of images from a training set that fall into the same bin that have each classification. Improved classifiers are constructed by aggregating the results for different features, and a network of improved classifiers, in which images are processed by later classifiers according to the results from earlier classifiers, is used.
Public/Granted literature
- US20100310183A1 IMAGE ANALYSIS Public/Granted day:2010-12-09
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