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A Method and System for Machine Learning Classification Based on Structure or Material Segmentation in an Image
专利权人:
StraxCorp Pty. Ltd
发明人:
Peng, Yu
申请号:
AU2019204380
公开号:
AU2019204380B1
申请日:
2019.06.21
申请国别(地区):
AU
年份:
2020
代理人:
摘要:
#$%^&*AU2019204380B120200723.pdf#####ABSTRACT: A system and method for classifying a structure or material in an image of a subject. The system comprises: a segmenter configured to form one or more segmentations of a structure or material in an image and generate from the segmentations one or more 5 segmentation maps of the image including categorizations of pixels or voxels of the segmentation maps assigned from one or more respective predefined sets of categories; a classifier that implements a classification machine learning model configured to generate, based on the segmentations maps, one or more classifications and to assign to the classifications respective scores indicative of a likelihood that the structure or material, or 10 the subject, falls into the respective classifications; and an output for outputting a result indicative of the classifications and scores. FIG. 1 26
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