Method of multiple instance learning and classification with...

Details Method of multiple instance learning and classification with... Method of multiple instance learning and classification with...

2007-11-26

2010-10-26

Le, Vu (Department: 2624)

Image analysis

Applications

Biomedical applications

C378S004000, C382S154000, C600S410000, C600S425000

Reexamination Certificate

active

07822252

ABSTRACT:
A method for detecting an object within a structure includes performing tobogganing on image data to obtain one or more voxel clusters and to provide a rough indication of the structure. Each of the obtained voxel clusters is characterized as an object candidate and a set of features are determined for each object candidate. Correlations between pairs of the object candidates are measured. Each of the object candidates is classified as either a true object or a non-object based on the set of features and the measured correlations.

REFERENCES:
patent: 2004/0066966 (2004-04-01), Schneiderman
patent: 2005/0141765 (2005-06-01), Liang et al.
patent: 2006/0251324 (2006-11-01), Bachmann et al.

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