Determining bus stop locations using deep learning and time filtering

• المؤلفون الرئيسيون: Piriyataravet, Jitpinun, Kumwilaisak, Wuttipong, Chinrungrueng, Jatuporn, Piriyatharawet, Teerawat
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Computer science and engineering; Global Positioning System; Convolutional Neural Network
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/161636
• المؤسسة: 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...