Invention Grant
US08705797B2 Enhanced data association of fusion using weighted Bayesian filtering
有权
使用加权贝叶斯滤波增强融合数据关联
- Patent Title: Enhanced data association of fusion using weighted Bayesian filtering
- Patent Title (中): 使用加权贝叶斯滤波增强融合数据关联
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Application No.: US13413861Application Date: 2012-03-07
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Publication No.: US08705797B2Publication Date: 2014-04-22
- Inventor: Shuqing Zeng , Lufeng Shi , Daniel Gandhi , James N. Nickolaou
- Applicant: Shuqing Zeng , Lufeng Shi , Daniel Gandhi , James N. Nickolaou
- Applicant Address: US MI Detroit
- Assignee: GM Global Technology Operations LLC
- Current Assignee: GM Global Technology Operations LLC
- Current Assignee Address: US MI Detroit
- Main IPC: G06K9/00
- IPC: G06K9/00 ; H04N5/225

Abstract:
A method of associating targets from at least two object detection systems. An initial prior correspondence matrix is generated based on prior target data from a first object detection system and a second object detection system. Targets are identified in a first field-of-view of the first object detection system based on a current time step. Targets are identified in a second field-of-view of the second object detection system based on the current time step. The prior correspondence matrix is adjusted based on respective targets entering and leaving the respective fields-of-view. A posterior correspondence matrix is generated as a function of the adjusted prior correspondence matrix. A correspondence is identified in the posterior correspondence matrix between a respective target of the first object detection system and a respective target of the second object detection system.
Public/Granted literature
- US20130236047A1 ENHANCED DATA ASSOCIATION OF FUSION USING WEIGHTED BAYESIAN FILTERING Public/Granted day:2013-09-12
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