教師資料查詢 | 類別: 會議論文 | 教師: 謝景棠 Hsieh Ching-tang (瀏覽個人網頁)

標題:A Kinect-Based People-flow Counting System
學年101
學期1
發表日期2012/11/04
作品名稱A Kinect-Based People-flow Counting System
作品名稱(其他語言)
著者Hsieh, Ching-Tang; Wang, Hui-Chun; Wu, Yeh-Kuang; Chang, Liung-Chun; Kuo, Tai-Ku
作品所屬單位淡江大學電機工程學系
出版者
會議名稱IEEE International Symposium on Intelligent Signal Processing and Communication System
會議地點New Taipei City, Taiwan
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.
關鍵字Kinect,8-Connected Components , People-flow counting, ROI.
語言英文
收錄於
會議性質國際
校內研討會地點淡水校園
研討會時間20121104~20121107
通訊作者Hsieh, Ching-Tang
國別中華民國
公開徵稿Y
出版型式電子版
出處IEEE International Symposium on Intelligent Signal Processing and Communication System, pp.146-150
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