发明名称 |
OBJECT RECOGNITION DEVICE |
摘要 |
A learning unit 4 generates a function table indicating the relationship between the class number and position information of an object and the probability of appearance of the object for each small area image pattern of a code book, calculates a sharing matrix indicating the commonality of a feature amount between the classes, makes a tree diagram in which the classes with a similar feature amount are clustered, and calculates the weight of each node in the tree diagram for each small area image pattern. The recognition processing unit 7 compares image data captured by a camera 2 with the code book, selects the closest small area image pattern among a plurality of small area image patterns, extracts the class related to the node with the smallest weight among the nodes with a weight equal to or greater than a threshold value for the selected small area image pattern, and votes the position information of the small area image pattern for the class, thereby recognizing the object. |
申请公布号 |
EP2722815(A4) |
申请公布日期 |
2015.04.01 |
申请号 |
EP20120800268 |
申请日期 |
2012.06.14 |
申请人 |
TOYOTA JIDOSHA KABUSHIKI KAISHA;EIDGENOSSISCHE TECHNISCHE HOCHSCHULE ZURICH |
发明人 |
RAZAVI, NIMA;GALL, JÜRGEN;VAN GOOL, LUC;FUNAYAMA, RYUJI |
分类号 |
G06T7/00;G06K9/00;G06K9/46;G06K9/62 |
主分类号 |
G06T7/00 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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