24.1.3 Road Detection from Vehicle Tracking, GPS, etc.

Chapter Contents (Back)
Road Network. Tracking Data. 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,
CMRT05(xx-yy).
PDF File. 0508
BibRef

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.
IEEE DOI 1203
BibRef

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
BibRef

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
BibRef

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.
IEEE DOI 1604
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
BibRef

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.
IEEE DOI 1705
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.
IEEE DOI 1812
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
BibRef

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
BibRef

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
BibRef

Hashemi, M.,
Automatic Inference of Road and Pedestrian Networks From Spatial-Temporal Trajectories,
ITS(20), No. 12, December 2019, pp. 4604-4620.
IEEE DOI 2001
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
BibRef

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
BibRef

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
BibRef

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
BibRef

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
BibRef

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.
IEEE DOI 2103
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.
IEEE DOI 2205
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
BibRef

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
BibRef

Tang, J.B.[Jian-Bo], Zhang, T.Y.[Tian-Yu], Ding, J.J.[Jun-Jie], Tao, K.[Ke], Yang, C.[Chen], Xiang, J.B.[Jian-Bing], Ning, X.[Xia],
Three-Dimensional Outdoor Pedestrian Road Network Map Construction Based on Crowdsourced Trajectory Data,
IJGI(14), No. 4, 2025, pp. 175.
DOI Link 2505
BibRef

Reyes, G.[Gary], Tolozano-Benites, R.[Roberto], Lanzarini, L.[Laura], Estrebou, C.[César], Bariviera, A.F.[Aurelio F.],
Scientific Production on GPS Trajectory Clustering: A Bibliometric Analysis,
IJGI(14), No. 4, 2025, pp. 165.
DOI Link 2505
BibRef

Jiao, F.W.[Feng-Wei], Xiang, L.G.[Long-Gang], Deng, Y.Y.[Yuan-Yuan],
Automatic Extraction of Road Interchange Networks from Crowdsourced Trajectory Data: A Forward and Reverse Tracking Approach,
IJGI(14), No. 6, 2025, pp. 234.
DOI Link 2506
BibRef

Luo, Y.[Ying], Jiao, F.W.[Feng-Wei], Xiang, L.G.[Long-Gang], Chen, X.[Xin], Wang, M.[Meng],
Mutation Interval-Based Segment-Level SRDet: Side Road Detection Based on Crowdsourced Trajectory Data,
IJGI(14), No. 8, 2025, pp. 299.
DOI Link 2509
BibRef


Mi, C., Lu, F.,
A Method of Urban Road Network Extraction Based On Floating Car Trajectory Data,
C3MGBD19(1579-1585).
DOI Link 1912
BibRef

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
BibRef

Hinz, S.[Stefan],
Integrating Local and Global Features for Vehicle Detection in High Resolution Aerial Imagery,
PIA05(xx-yy).
PDF File. 0509
BibRef

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


Last update:Oct 20, 2025 at 16:58:17