References
- Howard A. G., Zhu M., Chen B., Kalenichenko D., Wang W., Weyand T., Andreetto M. and Adam H.(2017), MobileNets: Efficient Convolution Neural Networks for Mobile Vision Applications, arXiv preprint arXiv: 1704.04861.
- Iandola F., Moskewicz M., Karayev S., Girshick R., Darrell T. and Keutzer K.(2014), Densenet: Implementing efficient convnet descriptor pyramids, arXiv preprint arXiv:1404.1869.
- Insurance Institute for Highway Safety, Highway Loss Data Institute(2019), Pedestrian crash prevention ratings, https://www.iihs.org/ratings/pedestrian-crash-prevention, 2019.10.29.
- Intelligent Transport Society of Korea(2017), Standard of C-ITS Service Specification Part1. Function and Performance Requirement Specification, pp.57-60, p.84.
- Intelligent Transport Society of Korea(2017), Standard of C-ITS Service Specification Part2. Data Exchange Specification, pp.48-52, p.70, p.76.
- Jung H. G.(2010), "Pedestrian Protection System: Review and Problems," Proceedings in Korean Society of Automotive Engineers(KSAE) 2010 Annual Conference, pp.1820-1826.
- Korean National Police Agency(2018), 2018 Traffic Accident Statistics, p.46, p.96.
- Lee Y. J., Moon Y. H., Park J. Y. and Min O. G.(2019), "Recent R&D Trends for Lightweight Deep Learning," 2019 Electronics and Telecommunications Trends, vol. 34, no. 2, pp.40-50.
- Liu W., Anguelov D., Erhan D., Szegedy C., Reed S., Fu C. Y. and Berg A. C.(2016), "Ssd: Single shot multibox detector," In European Conference on Computer Vision, pp.21-37.
- Ministry of Land, Infrastructure and Transport & Korea Expressway Corporation, https://www.c-its.kr/introduction/introduction.do, 2019.8.29.
- Ministry of Land, Infrastructure and Transport & Korea Expressway Corporation, https://www.c-its.kr/introduction/service.do, 2019.8.29.
- Redmon J. and Farhadi A.(2018), YOLOv3: An Incremental Improvement, arXiv preprint arXiv: 1804.02767.
- Sandler M., Howard A. G., Zhu M., Zhmoginov A. and Chen L. C.(2018), MobileNetV2: Inverted Residuals and Linear Bottlenecks, arXiv preprint arXiv:1801.04381.
- Shen Z., Liu Z., Li J., Jiang Y. G., Chen Y. and Xue X.(2017), "Dsod: Learning deeply supervised object detectors from scratch," In Proceedings of the IEEE International Conference on Computer Vision, pp.1919-1927.
- Szegedy C., Ioffe S., Vanhoucke V. and Alemi A. A.(2017), "Inception-v4, inception-resnet and the impact of residual connections on learning," In Thirty-First AAAI Conference on Artificial Intelligence.
- Szegedy C., Liu W., Jia Y., Sermanet P., Reed S., Anguelov D., Erhan D., Vanhouke V. and Rabinovich A.(2015), "Going deeper with convolutions," In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.1-9.
- Wang R. J., Li X. and Ling C. X.(2018), "Pelee: A real-time object detection system on mobile devices," In Advances in Neural Information Processing Systems, pp.1963-1972.