发明名称 |
Learning Apparatus, Learning Method, Recognition Apparatus, Recognition Method, and Program |
摘要 |
A learning apparatus includes a feature extractor for extracting a feature at a feature point in a plurality of training images including training images that contains a target object to be recognized and that does not contain the target object, a tentative learner generator for generating a tentative learner for detecting the target object in an image, where the tentative learner is formed from a plurality of weak learners through statistical learning using the training images and the feature obtained from the training images, and a learner generator for generating a final learner that is formed from at least one of the weak learners and that detects the target object in an image by substituting the feature into a feature function formed from some of the weak learners of the tentative learner so as to obtain a new feature and performing statistical learning using the new feature and training images.
|
申请公布号 |
US2010055654(A1) |
申请公布日期 |
2010.03.04 |
申请号 |
US20090550188 |
申请日期 |
2009.08.28 |
申请人 |
YOKONO JUN;HASEGAWA YUICHI |
发明人 |
YOKONO JUN;HASEGAWA YUICHI |
分类号 |
G09B19/00 |
主分类号 |
G09B19/00 |
代理机构 |
|
代理人 |
|
主权项 |
|
地址 |
|