Determining bus stop locations using deep learning and time filtering

• Main Authors: Piriyataravet, Jitpinun, Kumwilaisak, Wuttipong, Chinrungrueng, Jatuporn, Piriyatharawet, Teerawat
• 其他作者: School of Computer Science and Engineering
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Engineering::Computer science and engineering; Global Positioning System; Convolutional Neural Network
• 在線閱讀: https://hdl.handle.net/10356/161636
• 機構: Nanyang Technological University

This paper presents an intelligent bus stop determination from bus Global Positioning System (GPS) trajectories. A mixture of deep neural networks and a time filtering algorithm is used in the proposed algorithm. A deep neural network uses the speed histogram and azimuth angle at each location as in...