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Extraction of a bias field invariant biomarker from an image
专利权人:
发明人:
Lauge Sørensen,Mads Nielsen,Christian Igel
申请号:
US15572676
公开号:
US20180137655A1
申请日:
2016.05.12
申请国别(地区):
US
年份:
2018
代理人:
摘要:
The present invention provides a method of computer analysis of a data set representing an image to extract a texture based measure therefrom, said image including a multiplicative bias in intensity within the image of unknown magnitude, the method comprising applying to said data set a bank of texture extracting filters, such that said filters are chosen from filters that are invariant to the presence of a multiplicative bias field. By providing such a method, rather than attempting to correct the bias field before extraction of a texture based-biomarker, a texture-based biomarker that is bias field invariant is extracted. This makes correction of the bias field unnecessary.
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