Vehicle classification and counting system

Chun Yu Chen, Yu Ming Liang, Sei Wang Chen

研究成果: 書貢獻/報告類型會議貢獻

3 引文 斯高帕斯(Scopus)

摘要

Vehicle classification and counting play an important role in the intelligent transportation system, as they may serve to improve traffic congestion and safety problems. Therefore, this study has developed a real-time and vision-based vehicle classification and counting system. This will involve establishing Time-Spatial Images (TSI) from input video, removing the shadow portions in TSI through the use of Support Vector Machine (SVM) and Deterministic Non-Model Based Approach, detecting the Region of Interest (ROI) through a simple morphology process, and finally using the ROI accumulative curve method and Fuzzy Constraints Satisfaction Propagation (FCSP) to process occlusion problems and perform vehicle classification and counting. The experimental results have shown that the proposed method is feasible.

原文英語
主出版物標題ICALIP 2014 - 2014 International Conference on Audio, Language and Image Processing, Proceedings
編輯Wanggen Wan, Fa-Long Luo, Xiaoqing Yu
發行者Institute of Electrical and Electronics Engineers Inc.
頁面485-490
頁數6
ISBN(電子)9781479939022
DOIs
出版狀態已發佈 - 2015 一月 13
事件4th International Conference on Audio, Language and Image Processing, ICALIP 2014 - Shanghai, 中国
持續時間: 2014 七月 72014 七月 9

出版系列

名字ICALIP 2014 - 2014 International Conference on Audio, Language and Image Processing, Proceedings

其他

其他4th International Conference on Audio, Language and Image Processing, ICALIP 2014
國家中国
城市Shanghai
期間14/7/714/7/9

    指紋

ASJC Scopus subject areas

  • Software
  • Computer Vision and Pattern Recognition
  • Computer Graphics and Computer-Aided Design

引用此

Chen, C. Y., Liang, Y. M., & Chen, S. W. (2015). Vehicle classification and counting system. 於 W. Wan, F-L. Luo, & X. Yu (編輯), ICALIP 2014 - 2014 International Conference on Audio, Language and Image Processing, Proceedings (頁 485-490). [7009841] (ICALIP 2014 - 2014 International Conference on Audio, Language and Image Processing, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICALIP.2014.7009841