Driver Maneuver Detection and Analysis Using Time Series Segmentation and Classification

Author:

Aboah Armstrong1ORCID,Adu-Gyamfi Yaw2ORCID,Gursoy Senem Velipasalar3ORCID,Merickel Jennifer4ORCID,Rizzo Matt5,Sharma Anuj6

Affiliation:

1. Ph.D. Student, Dept. of Civil and Environmental Engineering, Univ. of Missouri-Columbia, E25O9 Lafferre Hall, Columbia, MO 65211 (corresponding author). ORCID: .

2. Assistant Professor, Dept. of Civil and Environmental Engineering, Univ. of Missouri-Columbia, E25O9 Lafferre Hall, Columbia, MO 65211. ORCID: .

3. Professor, Electrical Engineering and Computer Science, Syracuse Univ., Lincoln, NE 68588 ORCID: .

4. Assistant Professor, Dept. of Neurological Sciences, Univ. of Nebraska Medical Center, Omaha, NE 68198-8440. ORCID: .

5. Professor, Dept. of Neurological Sciences, Univ. of Nebraska Medical Center, Omaha, NE 68198-8440.

6. Professor, Dept. of Civil and Environmental Engineering, Iowa State Univ, Ames, IA 50010.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Transportation,Civil and Structural Engineering

Reference57 articles.

1. Aboah A. 2022. “NDS automatic video annotation.” Accessed January 1 2022. https://youtu.be/JAuCfRGnLBI.

2. Mobile sensing for multipurpose applications in transportation;Aboah A.;J. Big Data Anal. Transp.,2021

3. Second strategic highway research program naturalistic driving study methods;Antin J. F.;Saf. Sci.,2019

4. ASIRT. 2021. “ASIRT—Association for safe international road travel.” Accessed November 16 2021. https://www.asirt.org/.

5. Recognizing driving behavior and road anomaly using smartphone sensors driving events recognition using smartphone sensors;Atia A.;Int. J. Ambient Comput. Intell.,2017

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Lane Change Behavior Patterns and Risk Analysis in Expressway Weaving Areas: Unsupervised Data-Mining Method;Journal of Transportation Engineering, Part A: Systems;2024-11

2. Driver Maneuver Interaction Identification with Anomaly-Aware Federated Learning on Heterogeneous Feature Representations;Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies;2023-12-19

3. Classification of Human Driver Distraction Using 3D Convolutional Neural Networks;Proceedings of the Human Factors and Ergonomics Society Annual Meeting;2023-09

4. DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving Videos;2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW);2023-06

5. Vehicle Warning System Based on Road Curvature Effect Using CNN and LSTM Neural Networks;18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023);2023

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3