A Method of Traffic Sign Detection and Recognition Based on HDR Technology

Zhang Shufang; Zhu Tong

doi:10.3788/lop55.091006

[1] de la Escalera A, Moreno L E, Salichs M A, et al. Road traffic sign detection and classification［J］. IEEE Transactions on Industrial Electronics, 1997, 44(6): 848-859.

[2] Ruta A, Li Y M, Liu X H. Real-time traffic sign recognition from video by class-specific discriminative features［J］. Pattern Recognition, 2010, 43(1): 416-430.

[3] Li H, Qiu T S, Song H Y, et al. Separation algorithm of traffic signs based on curvature scale space corner detection［J］. Acta Optica Sinica, 2015, 35(1): 0115002.

[4] Bascon S M, Rodriguez J A, Arroyo S L, et al. An optimization on pictogram identification for the road-sign recognition task using SVMs［J］. Computer Vision and Image Understanding, 2010, 114(3): 373-383.

[5] Kus M C, Gokmen M, Etaner-Uyar S. Traffic sign recognition using scale invariant feature transform and color classification［C］∥Proceedings of International Symposium on Computer and Information Sciences, IEEE, 2008: 1-6.

[6] Ellahyani A, Ansari M E, Jaafari I E. Traffic sign detection and recognition based on random forests［J］. Applied Soft Computing, 2016, 46: 805-815.

[7] Xu Y, Wei Z Y. An improved traffic sign image recognition algorithm［J］. Laser & Optoelectronics Progress, 2017, 54(2): 021001.

[8] Sermanet P, Lecun Y. Traffic sign recognition with multi-scale convolutional networks［C］∥Proceedings of International Joint Conference on Neural Networks, IEEE, 2011: 2809-2813.

[9] Qian R, Zhang B, Yue Y, et al. Robust Chinese traffic sign detection and recognition with deep convolutional neural network［C］∥Proceedings of International Conference on Natural Computation, IEEE, 2016: 791-796.

[10] Vedaldi A. "SIFT_MOSAIC" example［EB/OL］. ［2018-01-09］. http:∥www.vlfeat.org/index.html.

[11] Wang T H, Chiu C W, Wu W C, et al. Pseudo-multiple-exposure-based tone fusion with local region adjustment［J］. IEEE Transactions on Multimedia, 2015, 17(4): 470-484.

[12] Mertens T, Kautz J, Reeth F V. Exposure fusion［C］∥Proceedings of Pacific Conference on Computer Graphics and Applications, IEEE, 2007: 382-390.

[13] Wang M, Wang Y S, Liu T, et al. Chinese painting classification method using image entropy and complex network［J］. Laser & Optoelectronics Progress, 2017, 54(2): 021008.

[14] Standardization Administration of the People′s Republic of China. Road traffic signs and marking, second parts: Road traffic signs: GB 5768.1-2009［S］. Beijing: Standards Press of China, 2009.

[15] Su X, Chen X D, Xu H Y, et al. Adaptive window local matching algorithm based on HSV color space［J］. Laser & Optoelectronics Progress, 2018, 55(3): 031103.

[16] Otsu N. A threshold selection method from gray-level histograms［J］. IEEE Transactions on Systems, Man, and Cybernetics, 1979, 9(1): 62-66.

[17] Zhao J D, Bai Z M, Chen H B. Research on road traffic sign recognition based on video image［C］∥Proceedings of International Conference on Intelligent Computation Technology and Automation, IEEE, 2017: 110-113.

[18] Bay H, Tuytelaars T, Gool L V. SURF: speeded up robust features［J］. Computer Vision and Image Understanding, 2006, 110(3): 404-417.

[19] Luo Y, Chen Y Z. Robust matching algorithm based on SURF［C］∥Proceedings of International Computer Conference on Wavelet Active Media Technology and Information Processing, IEEE, 2016: 7-10.