Optical Flow Based Vehicle Counting and Speed Estimation in CCTV Videos |
Kim, Jihae
(LIG Nex1 Avionics R&D Lab)
Shin, Dokyung (LIG Nex1 Avionics R&D Lab) Kim, Jaekyung (LIG Nex1 Avionics R&D Lab) Kwon, Cheolhee (LIG Nex1 Avionics R&D Lab) Byun, Hyeran (Yonsei University, Dept. Computer Science) |
1 | EunJu Lee, Jae-Yeal Nam, ByoungChul Ko, "Speed-limit Sign Recognition Using Convolutional Neural Network Based on Random Forest", The Korean Institute of Broadcast and Media Engineers, pp.938-949, 2015. |
2 | Kum, Chang-Hoon, Cho, Dong-Chan, Kim, Whoi-Yul, "Development of Lane Detection System using Surrounding View Image of Vehicle", The Korean Institute of Broadcast and Media Engineers, pp.331-334, 2013. |
3 | Hyung-Sub Kang, Dong-Chan Cho and Whoi-Yul Kim, "Passing Vehicle Detection using Local Binary Pattern Histogram", The Korean Institute of Broadcast and Media Engineers, pp.261-264, 2010. |
4 | A. Tourani and A. Shahbahrami, "Vehicle Counting Method Based on Digital Image Processing Algorithms," IEEE Transactions on International Conference on Pattern Recognition and Image Analysis, pp. 1-6, 2015. |
5 | Y. Xia, X. Shi, G. Song, Q. Geng and Y. Liu, "Towards imporving quality of video-based vehicle counting method for traffic flow estimation," Signal Processing, pp. 672-681, 2016. |
6 | X. Qimin, L. Xu, W. Mingming, L. Bin and S. Xianghui, "A Methodology of Vehicle Speed Estimation Based on Optical Flow," IEEE International Conference on Service Operations and Logistics and Informaitcs, pp. 33-37, 2014. |
7 | J. Lan, J. Li, G. Hu, B. Ran, L. Wang, "Vehicle speed measurement based on gray constraint optical flow algorithm," International Journal of Light and Eletron Optics, pp. 289-295, 2014. |
8 | M.S. Shirazi and B. Morris, "A Typical Video-based Framework for Counting, Behavior and Safety Analysis at Intersections," IEEE Transactions on Intelligent Vehicles Symposium, pp. 1264-1269, 2015. |
9 | S.C. Diamantas and P. Dasgupta, "Active Vision Speed Estimation from Optical Flow," Towardss Autonomous Robotic Systems, pp. 173-184, 2014. |
10 | X. Yu, X. Gao, "Review of Vehicle State Estimation Problem under Driving Situation," Chinese Journal of Mechanical Engineering, pp. 20-33, 2009. |
11 | D.C. Luvizon, B.T. Nassu and R. Minetto, "Vehicle speed estimation by license plate detection and tracking," IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 6563-6567, 2014. |
12 | A. Glowacz, Z. Mikrut and P. Pawlik, "Video Detection Algorithm Using an Optical Flow Calculation Method," Multimedia Communications, Services and Security, Vol. 287, pp. 118-129, 2012. |
13 | E. Patel and D. Shukla, "Comparison of Optical Flow Algorithms for Speed Determination of Moving Objects," International Journal of Computer Applications, Vol. 63, No. 5, pp. 32-37, 2013. DOI |
14 | D. Ding, J.S. Yoo, J.K. Jung and S. Kwon, "An Urban Lane Detection Method Based on Inverse Perspective Mapping," NGCIT, Advanced Science and Technology Letters, vol. 63 pp.53-58, 2014. |
15 | S. Aslani and H. Mahdavi-Nasab, "Optical Flow Based Moving Object Detection and Tracking for Traffic Surveillance," International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering, Vol. 7, No. 9, pp. 1252-1256, 2013. |
16 | H.Y. Cheng and S.H. Hsu, "Intelligent Highway Traffic Surveillance With Self-Diagnosis Abilities," IEEE Transactions on Intelligent Transportation Systems, Vol. 12, No. 4, pp. 1462-1472, 2011. DOI |
17 | M. Mizushima, Y. Taniquchi, G. hasegawa, H. Nakano and M. Matsuoka, "Counting Pedestrians Passing through a Line in Video Sequences based on Optical Flow Extraction", Recent Advances in Circuits, Systems and Automatic Control, pp. 129-136, 2013. |
18 | K. Jo, K. Chu, K. Lee, M. Sunwoo, "Integration of Multiple Vehicle Models with IMM Filter for Vehicle Localization," IEEE Transactions on Intelligent Vehicles Symposium, pp. 746-751, 2010. |
19 | M. Aly, "Real time Detection of Lane Markers in Urban Streets", IEEE Transactions on Intelligent Vehicles Symposium, 2008. |
20 | S. Suzuki and K. Abe, "Topological Structural Analysis of Digitized Binary Images by Border Following", Computer Vision, Graphics, and Image Processing, Vol. 30, No. 1, pp. 32-46, 1985. DOI |
21 | M. Bertozzi, A. Broggi and A. Fascioli, "An extension to the Inverse Perspective Mapping to handle non-flat roads," IEEE International Conference on Intelligent Vehicle, pp. 305-310, 1998. |
22 | L. Imsland, T.A. Johansen, T.I. Fossen, et al, "Vehicle velocity estimation using nonliear observer," Automatica, pp. 2091-2103, 2006. |
23 | R. Zhao and X. Wang, "Counting Vehicles from Semantic Rigions," IEEE Transactions on Intelligent Transportation Systems, Vol. 14, No. 2, pp. 1016-1022, 2013. DOI |