发明名称 |
Image congealing via efficient feature selection |
摘要 |
A novel technique for unsupervised feature selection is disclosed. The disclosed methods include automatically selecting a subset of a feature of an image. Additionally, the selection of the subset of features may be incorporated with a congealing algorithm, such as a least-square-based congealing algorithm. By selecting a subset of the feature representation of an image, redundant and/or irrelevant features may be reduced or removed, and the efficiency and accuracy of least-square-based congealing may be improved. |
申请公布号 |
US9082043(B2) |
申请公布日期 |
2015.07.14 |
申请号 |
US201414323813 |
申请日期 |
2014.07.03 |
申请人 |
General Electric Company |
发明人 |
Liu Xiaoming;Tu Peter Henry;Xue Ya |
分类号 |
G06K9/62;G06K9/00;H04N9/07 |
主分类号 |
G06K9/62 |
代理机构 |
Fletcher Yoder, P.C. |
代理人 |
Testa Jean K.;Fletcher Yoder, P.C. |
主权项 |
1. A method, comprising:
integrating an unsupervised feature selection algorithm with a least-square based congealing algorithm; selecting a subset of features from an initial feature representation with the unsupervised feature selection algorithm; and executing the least-square based congealing algorithm to estimate warping parameters for a plurality of images in an ensemble using the subset of features. |
地址 |
Schenectady NY US |