23.1.3 Road Detection from Vehicle Tracking, GPS, etc.

Chapter Contents (Back)
Road Network. Road Detection. GPS.

Koch, W., Koller, J., Ulmke, M.,
Ground target tracking and road map extraction,
PandRS(61), No. 3-4, December 2006, pp. 197-208.
Elsevier DOI 0703
Tracking; Road extraction; Ground Moving Target Indicator (GMTI); Retrodiction; MHT (Multi-Hypotheses Tracking); Sequential track extraction BibRef

Koch, W., Ulmke, M.,
On Tracking-Driven Road Map Extraction from GMTI Radar Data,
PDF File. 0508

Naranjo, J.E., Jiminez, F., Serradilla, F.J., Zato, J.G.,
Floating Car Data Augmentation Based on Infrastructure Sensors and Neural Networks,
ITS(13), No. 1, March 2012, pp. 107-114.

He, Z.C., Xi-wei, S., Zhuang, L.J., Nie, P.L.,
On-line map-matching framework for floating car data with low sampling rate in urban road networks,
IET-ITS(7), No. 4, December 2013, pp. 404-414.
DOI Link 1402
Global Positioning System BibRef

Chen, L.[Ling], Tang, Y.L.[Yan-Lin], Lv, M.Q.[Ming-Qi], Chen, G.C.[Gen-Cai],
Partition-based range query for uncertain trajectories in road networks,
GeoInfo(19), No. 1, January 2015, pp. 61-84.
WWW Link. 1503

Xie, X.Z.[Xing-Zhe], Wong, K.B.Y.[Kevin Bing-Yung], Aghajan, H.[Hamid], Veelaert, P.[Peter], Philips, W.[Wilfried],
Inferring Directed Road Networks from GPS Traces by Track Alignment,
IJGI(4), No. 4, 2015, pp. 2446.
DOI Link 1601

Yuan, J.Y.[Jiang-Ye], Cheriyadat, A.M.[Anil M.],
Image feature based GPS trace filtering for road network generation and road segmentation,
MVA(27), No. 1, January 2016, pp. 1-12.
WWW Link. 1601
From gps data, not the image. BibRef

Zhang, Q., Zheng, H., Lan, J., An, J., Peng, H.,
An Autonomous Information Collection and Dissemination Model for Large-Scale Urban Road Networks,
ITS(17), No. 4, April 2016, pp. 1085-1095.
Automobiles BibRef

Zhang, Y.C.[Yong-Chuan], Liu, J.P.[Ji-Ping], Qian, X.[Xinlin], Qiu, A.[Agen], Zhang, F.[Fuhao],
An Automatic Road Network Construction Method Using Massive GPS Trajectory Data,
IJGI(6), No. 12, 2017, pp. xx-yy.
DOI Link 1801

Liu, X., Liu, K., Li, M., Lu, F.,
A ST-CRF Map-Matching Method for Low-Frequency Floating Car Data,
ITS(18), No. 5, May 2017, pp. 1241-1254.
Automobiles, Global Positioning System, Hidden Markov models, Information systems, Roads, Training, Trajectory, Map matching, conditional random field, floating car data, label-bias problem, robustness, trajectory BibRef

Cerqueira, V., Moreira-Matias, L., Khiari, J., van Lint, H.,
On Evaluating Floating Car Data Quality for Knowledge Discovery,
ITS(19), No. 11, November 2018, pp. 3749-3760.
data mining, intelligent transportation systems, learning (artificial intelligence), road traffic, trajectory mining BibRef

Li, X.L.[Xiao-Long], Wu, Y.Z.[Yu-Zhen], Tan, Y.B.[Yong-Bin], Cheng, P.G.[Peng-Gen], Wu, J.[Jing], Wang, Y.Q.[Yu-Qian],
Method Based on Floating Car Data and Gradient-Boosted Decision Tree Classification for the Detection of Auxiliary Through Lanes at Intersections,
IJGI(7), No. 8, 2018, pp. xx-yy.
DOI Link 1809

Ni, Z.Y.[Zhong-Yi], Xie, L.J.[Li-Jun], Xie, T.[Tian], Shi, B.[Binhua], Zheng, Y.[Yao],
Incremental Road Network Generation Based on Vehicle Trajectories,
IJGI(7), No. 10, 2018, pp. xx-yy.
DOI Link 1811

Oloo, F.[Francis],
Mapping Rural Road Networks from Global Positioning System (GPS) Trajectories of Motorcycle Taxis in Sigomre Area, Siaya County, Kenya,
IJGI(7), No. 8, 2018, pp. xx-yy.
DOI Link 1809

Hashemi, M.,
Automatic Inference of Road and Pedestrian Networks From Spatial-Temporal Trajectories,
ITS(20), No. 12, December 2019, pp. 4604-4620.
Global Positioning System, Roads, Image segmentation, Turning, Detectors, Data mining, Network construction, GPS data, artificial intelligence BibRef

Li, D.[Daigang], Li, J.[Junhan], Li, J.T.[Jun-Tao],
Road Network Extraction from Low-Frequency Trajectories Based on a Road Structure-Aware Filter,
IJGI(8), No. 9, 2019, pp. xx-yy.
DOI Link 1909

Zheng, L.[Ling], Song, H.S.[Hua-Shan], Li, B.[Bijun], Zhang, H.J.[Hong-Juan],
Generation of Lane-Level Road Networks Based on a Trajectory-Similarity-Join Pruning Strategy,
IJGI(8), No. 9, 2019, pp. xx-yy.
DOI Link 1909

Zhang, Y.F.[Yun-Fei], Zhang, Z.X.[Ze-Xu], Huang, J.C.[Jin-Cai], She, T.T.[Ting-Ting], Deng, M.[Min], Fan, H.C.[Hong-Chao], Xu, P.[Peng], Deng, X.S.[Xing-Shen],
A Hybrid Method to Incrementally Extract Road Networks Using Spatio-Temporal Trajectory Data,
IJGI(9), No. 4, 2020, pp. xx-yy.
DOI Link 2005

Pan, S.M.[Shao-Ming], Li, Z.Y.[Zi-Ying], Chong, Y.W.[Yan-Wen],
Location Extraction and Prediction Method Based on Floating Car Spatial-Temporal Trajectory,
IJGI(9), No. 5, 2020, pp. xx-yy.
DOI Link 2005

Chen, H.X.[Hao-Xuan], Tao, F.[Fei], Ma, P.L.[Pei-Long], Gao, L.N.[Li-Na], Zhou, T.[Tong],
Applicability Evaluation of Several Spatial Clustering Methods in Spatiotemporal Data Mining of Floating Car Trajectory,
IJGI(10), No. 3, 2021, pp. xx-yy.
DOI Link 2104

Zhang, J., Hu, Q., Li, J., Ai, M.,
Learning From GPS Trajectories of Floating Car for CNN-Based Urban Road Extraction With High-Resolution Satellite Imagery,
GeoRS(59), No. 3, March 2021, pp. 1836-1847.
Roads, Automobiles, Global Positioning System, Trajectory, Data mining, Remote sensing, Training, road extraction BibRef

Shu, J.G.[Jian-Gang], Wang, S.L.[Song-Lei], Jia, X.H.[Xiao-Hua], Zhang, W.Z.[Wei-Zhe], Xie, R.T.[Rui-Tao], Huang, H.[Hejiao],
Efficient Lane-Level Map Building via Vehicle-Based Crowdsourcing,
ITS(23), No. 5, May 2022, pp. 4049-4062.
Trajectory, Global Positioning System, Roads, Crowdsourcing, Task analysis, Data mining, Laser radar, Crowdsourcing, vehicle, trajectory BibRef

Yang, L.[Lin], Wei, J.[Jing], Zuo, Z.[Zejun], Zhou, S.[Shunping],
MAC-GAN: A Community Road Generation Model Combining Building Footprints and Pedestrian Trajectories,
IJGI(12), No. 5, 2023, pp. xx-yy.
DOI Link 2306

Bai, X.D.[Xiang-Dong], Feng, X.[Xuyu], Yin, Y.Y.[Yuan-Yuan], Yang, M.C.[Ming-Chun], Wang, X.Y.[Xing-Yao], Yang, X.[Xue],
Combining Images and Trajectories Data to Automatically Generate Road Networks,
RS(15), No. 13, 2023, pp. 3343.
DOI Link 2307

Mi, C., Lu, F.,
A Method of Urban Road Network Extraction Based On Floating Car Trajectory Data,
DOI Link 1912

Shi, Y., Shibasaki, R., Shi, Z.C.,
Towards Automatic Road Mapping by Fusing Vehicle-Borne Multi-Sensor Data,
ISPRS08(B5: 867 ff).
PDF File. 0807

Hinz, S.[Stefan],
Integrating Local and Global Features for Vehicle Detection in High Resolution Aerial Imagery,
PDF File. 0509

Chapter on Cartography, Aerial Images, Buildings, Roads, Terrain, Forests, Trees, ATR continues in
Road Junctions, Road Intersections .

Last update:Jan 30, 2024 at 20:33:16