A Kinect-Based People-flow Counting System

淡江大學機構典藏 > 工學院 > 電機工程學系暨研究所 > 會議論文 > Item 987654321/81419

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题名:	A Kinect-Based People-flow Counting System
作者:	Hsieh, Ching-Tang;Wang, Hui-Chun;Wu, Yeh-Kuang;Chang, Liung-Chun;Kuo, Tai-Ku
贡献者:	淡江大學電機工程學系
关键词:	Kinect,8-Connected Components , People-flow counting, ROI.
日期:	2012-11
上传时间:	2013-03-11 20:34:29 (UTC+8)
摘要:	This paper proposed a bi-directional people-flow counting system with Kinect. It can also be applied to multi-flow to correspond with the demand for the practical application. Firstly, we set the Kinect above the doorway to capture the situation of pedestrian flow. Then this system detects people in the covering area using the depth image information from Kinect system. And we do the morphological processing like erosion tothe object and find the region of interest (ROI) often performed on using a mapping-based detection approach. After these previous steps, this system set a detected line and let people go through it. Therefore, we can get people number of the experimental result. For the multi-flow case, it will cause the occlusion problem, so we could apply the depth information to distinguish the target on occlusion problem. Final, we compare the experimental results with the manual count results and other research. Under normal circumstances, our system provides not only almost 100% for bi-directional counting but also correspond with the demand for real-time.
關聯:	IEEE International Symposium on Intelligent Signal Processing and Communication System, pp.146-150
显示于类别:	[電機工程學系暨研究所] 會議論文

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