Determining bus stop locations using deep learning and time filtering

• Main Authors: Piriyataravet, Jitpinun, Kumwilaisak, Wuttipong, Chinrungrueng, Jatuporn, Piriyatharawet, Teerawat
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Global Positioning System; Convolutional Neural Network
• Online Access: https://hdl.handle.net/10356/161636
• Institution: 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...