Vehicle Lane Detection and Tracking System for Car Safety
Abstract
Systems(ADASs) is important technology for safety
of car as well as car driver and lane detection is a
main purpose of current Advanced Driving
Assistance Systems (ADASs). Most of the previous
results focuses on the study of vision-based methods.
In this paper, previous lane detection methods and
algorithms are reviewed. Further, the limitations are
studied and analyzed to evaluate the more robust
detection systems and to improve the accuracy of
detection system.
References
based on lane structural analysis and CNNs", IET Transp. Syst., vol.
12, Iss. 6, pp. 513-520, 2018.
[2] Yang Xing, Chen Lv, Long Chen, Huaji Wang,Hong Wang,
Dongpu Cao, Efstathios Velenis, Fei-Yue Wang "Advances in visionbased
Lane Detection: Algorithms, Integration, Assessment, and
Perspectives on ACP-Based Parallel Vision", IEEE/CAA JOURNAL
OF AUTOMATICA SINICA, VOL. 5, NO. 3, MAY 2018.
[3] Cong Hoang Quach, Van Lien Tran, Duy Hung Nguyen, Viet
Thang Nguyen, Minh Trien Pham, Manh Duong Phung "Real-time
Lane Marker Detection Using Template Matching with RGB-D
Camera", 2018 2nd International Conference on Recent Advances in
Signal Processing, Telecommunications Computing (SigTelCom).
[4] Lioris,Annie Bracquemond, Gildas Thiolon, Laurent Bonic, "Lane
Change detection algorithm on real world driving for arbitrary road
infrasructures", 2nd IEEE International Conference on Computer
Software Applications,2018.
[5] Gianni Cario, Alessandro Casavola, Marco Lupia, "Lane Detection
and Tracking Problems in Lane Departure Warning System", 2017
[6] Li Dang, Girma Tewolde, Xiaoyuan Zhang, Jaerock Kwon,
"Reduced Resolution Lane Detection", IEEE Africon
Proceedings,2017.
[7] Qi Gao, Yan Feng, Li Wang, "A Real time Lane Detection and
Tracking Algorithm", IEEE, 2017.
[8] Any Gupta, Ayesha Choudhary, "A Real-time Lane Detection
Using Spatio-Temporal Incremental Clustering", IEEE 20th
International Conference on Intelligent Transportation Systems
(ITSC),2017.
[9] Shiuh-Jer Huang, Chien-Chang Tsai, "Vehicle Lane Detection and
Following Based on vision system and Laser Scanner", Proceedings
of the IEEE International Conference on Applied System Innovation,
IEEEICASI 2017 - Meen, Prior Lam (Eds), 2017.
[10] Kodeeswari M,Philemon Daniel, "Lane Line Detection in Real
Time Based on Morphological Operations for Driver Assistance
System", 4th IEEE International Conference on Signal Processing,
Computing and Control (ISPCC 2k17), Sep21-23,2017,solan,India
2018.
[11] Van Quang Nguyen, Changjun Seo, Heungseob Kim, Kwangsuck
Boo, "A study on Detection method of vehicle based on lane detection
for a Driver Assistance System using a Camera on Highway",
2017,11th Asian Control Conference (ASCC) Gold Coast Convention
Centre, Australia,December 17-20, 2017.
[12] Kawther Osman, Jawhar Ghommam, Maarouf Saad, "Vision
Based Lane Reference Detection and Tracking Control of an
Automated Guided Vehicle", 2017, 25th Mediterranean Conference on
Control and Automation (MED) Valletta, Malta,July 3-6, 2017.
[13] Vinuchandran A V, Shanmughasundaram R., "A Real-Time Lane
Departure Warning and Vehicle Detection System using Monoscopic
Camera", 2017 International Conference on Intelligent Computing,
Instrumentation and Control Technologies (ICICICT).
[14] Hanwool Woo, Yonghoon Ji, Hitoshi Kono, Yusuke Tamura,
Yasuhide Kuroda, Takashi Sugano, Yasunori Yamamoto, Atsushi
Yamashita, Hajime Asama, "Lane Detection Based on Vehicle-
Trajectory Prediction", IEEE ROBOTICS AND AUTOMATION
LETTERS. PREPRINT VERSION, JANUARY, 2017
.
[15] Xuqin Yan, Yanqiang Li, "A Method of Lane Edge Detection
based on Canny Algorithm", IEEE,2017.
[16] Joran Zeisler, Fabian Schonert, Marcel Johne, Vladimir Haltakov,
"Vision Based Lane Change Detection using True Flow Features",
2017 IEEE 20th International Conference on Intelligent
Transportation Systems (ITSC): Workshop.
[17] Moon-Hyung Song, Chang-il Kim, Jong-Min Kim, Kwang-Soo
Lee, Hyun-Bae Park, Jae-Seok Jeon, Su-Jin Kwag, Moon-Sik Kim,
"A Novel Approach to the Enhancement of Lane Estimator by using
Kalman Filter", 2017 17th International Conference on Control,
Automation and Systems (ICCAS 2017), Ramada Plaza, Jeju,
Korea,Oct. 18-21, 2017.
[18] Suvarna Shirke, Dr. C. Rajabhushanam, "A Study on Lane
Detection Techniques and Lane Departure System".
[19] Qijun Deng, Jiangtao Liu, Dariusz Czarkowski, Mariusz
Bojarski, Jing Chen, Wenshan Hu, Hong Zhou, "Edge Position
Detection of on-line charged vehicles with Segmental Wireless Power
Supply", IEEE 2016.
[20] Huang Guan, Wang Xingang, Wu Wenqi, Zhou Han, Wu
Yuanyuan, "Real-Time Lane-Vehicle Detection and Tracking System",
IEEE,2016.
[21] Seongrae Kim, Junhee Lee, Youngmin Kim, "Speed-Adaptive
Ratio- Based Lane Detection Algorithm for Self Driving Vehicles",
IEEE,2016.
[22] Saina Ramyar, Abdollah Homaifar , Ali Karimoddini, Edward
Tunstel, "Identification of Anomalies in Lane Change Behavior Using
One-Class SVM", 2016 IEEE International Conference on Systems,
Man, and Cybernetics SMC 2016 Budapest, Hungary,October 9-
12,2016.
[23] C. Zheng, C. Libo, Y. Linbo, Q. Qin, Z. Ruifeng, "Lane-Level
Positioning System Based on RFID and Vision", 2016
[24] Mrinal Haloi, Dinesh Babu Jayagopi, "A Robust Lane Detection
and Departure Warning System", 2015.
[25] Jung-Hwan Kim, Sun-Kyu Kim, Sang-Hyuk Lee, Tae-Min Lee,
Joonhong Lim, "Lane Recognition Algorithm using Lane Shape and
Color Features for Vehicle Black Box".
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