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使用离散选择模型和图像相关技术的自动行人跟踪Automatic pedestrian tracking using discrete choice models and image correlation techniques |
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| 课程网址: | http://videolectures.net/mlmi04ch_antonini_aptud/ |
| 主讲教师: | Gianluca Antonini |
| 开课单位: | 信号处理研究所 |
| 开课时间: | 2007-02-25 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | In this paper we deal with the multi-object tracking problem, with specific reference to the visual tracking of pedestrians, assuming that the pedestrian-detection step is already done. We use a Bayesian framework to combine the visual information provided by a simple image correlation algorithm with a behavioral model ( discrete choice model ) for pedestrian dynamic, calibrated on real data. We aim to show how the combination of the image information with a model of pedestrian behavior can provide appreciable results in real and complex scenarios. |
| 关 键 词: | 贝叶斯框架; 离散选择模型; 图像信息 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-07-02：cjy |
| 阅读次数: | 63 |