15.3.8.13 Vectorized Map Construction, HD Map Generation

Chapter Contents (Back)
Map Construction. Map Generation. More for overal site desctiption.
See also Site Model Construction and Evaluation, General Mapping.

Zhang, S.[Songyi], Wang, R.S.[Run-Sheng], Jian, Z.Q.[Zhi-Qiang], Zhan, W.[Wei], Zheng, N.N.[Nan-Ning], Tomizuka, M.[Masayoshi],
Clothoid-Based Reference Path Reconstruction for HD Map Generation,
ITS(25), No. 1, January 2024, pp. 587-601.
IEEE DOI 2402
Planning, Optimization, Shape, Splines (mathematics), Roads, Trajectory, Reconstruction algorithms, Path reconstruction, HD map, clothoid BibRef

Li, S.[Siyu], Lin, J.C.[Jia-Cheng], Shi, H.[Hao], Zhang, J.M.[Jia-Ming], Wang, S.[Song], Yao, Y.[You], Li, Z.Y.[Zhi-Yong], Yang, K.L.[Kai-Lun],
DTCLMapper: Dual Temporal Consistent Learning for Vectorized HD Map Construction,
ITS(25), No. 12, December 2024, pp. 21672-21686.
IEEE DOI Code:
WWW Link. 2412
Vectors, Roads, Semantics, Accuracy, Robots, Transformers, Vectorized HD maps, temporal consistency, contrastive learning, Bird's-Eye-View understanding BibRef


Xu, Z.H.[Zhen-Hua], Wong, K.Y.K.[Kwan-Yee K.], Zhao, H.S.[Heng-Shuang],
Insmapper: Exploring Inner-instance Information for Vectorized HD Mapping,
ECCV24(XXXIV: 296-312).
Springer DOI 2412
BibRef

Wang, S.[Shuo], Jia, F.[Fan], Mao, W.X.[Wei-Xin], Liu, Y.F.[Ying-Fei], Zhao, Y.C.[Yu-Cheng], Chen, Z.[Zehui], Wang, T.C.[Tian-Cai], Zhang, C.[Chi], Zhang, X.Y.[Xiang-Yu], Zhao, F.[Feng],
Stream Query Denoising for Vectorized HD-map Construction,
ECCV24(XIX: 203-220).
Springer DOI 2412
BibRef

Zhang, Z.X.[Zhi-Xin], Zhang, Y.Y.[Yi-Yuan], Ding, X.H.[Xiao-Han], Jin, F.[Fusheng], Yue, X.Y.[Xiang-Yu],
Online Vectorized HD Map Construction Using Geometry,
ECCV24(XLIX: 73-90).
Springer DOI 2412
BibRef

Hu, H.T.[Hao-Tian], Wang, F.Y.[Fan-Yi], Wang, Y.N.[Yao-Nong], Hu, L.F.[Lai-Feng], Xu, J.W.[Jing-Wei], Zhang, Z.W.[Zhi-Wang],
ADMAP: Anti-disturbance Framework for Vectorized HD Map Construction,
ECCV24(IX: 311-326).
Springer DOI 2412
Generate Driving maps. Code:
WWW Link. BibRef

Liu, X.L.[Xiao-Lu], Wang, S.[Song], Li, W.[Wentong], Yang, R.[Ruizi], Chen, J.[Junbo], Zhu, J.[Jianke],
MGMap: Mask-Guided Learning for Online Vectorized HD Map Construction,
CVPR24(14812-14821)
IEEE DOI Code:
WWW Link. 2410
Location awareness, Codes, Annotations, Shape, Roads, Feature extraction, HD Map, Autonomous Driving, BEV Perception BibRef

Chen, J.C.[Jia-Cheng], Wu, Y.[Yuefan], Tan, J.Q.[Jia-Qi], Ma, H.[Hang], Furukawa, Y.[Yasutaka],
Maptracker: Tracking with Strided Memory Fusion for Consistent Vector HD Mapping,
ECCV24(VI: 90-107).
Springer DOI 2412
Code:
WWW Link. BibRef

Zhou, Y.[Yi], Zhang, H.[Hui], Yu, J.Q.[Jia-Qian], Yang, Y.F.[Yi-Fan], Jung, S.[Sangil], Park, S.I.[Seung-In], Yoo, B.[ByungIn],
HIMap: HybrId Representation Learning for End-to-end Vectorized HD Map Construction,
CVPR24(15396-15406)
IEEE DOI 2410
Representation learning, Accuracy, Pedestrians, Shape, Roads, Autonomous Driving, Representation Learning, Vectorized HD map construction BibRef

Bateman, S.M.[Samuel M.], Xu, N.[Ning], Zhao, H.C.[H. Charles], Shalom, Y.B.[Yael Ben], Gong, V.[Vince], Long, G.[Greg], Maddern, W.[Will],
Exploring Real World Map Change Generalization of Prior-Informed HD Map Prediction Models,
WAD24(4568-4578)
IEEE DOI 2410
Training, Perturbation methods, Noise, Buildings, Predictive models, Robotics, Machine Learning, Map Prediction, Change Detection, HD Map BibRef

Liu, Z.[Zihao], Zhang, X.Y.[Xiao-Yu], Liu, G.[Guangwei], Zhao, J.[Ji], Xu, N.[Ningyi],
Leveraging Enhanced Queries of Point Sets for Vectorized Map Construction,
ECCV24(LVII: 461-477).
Springer DOI 2412
BibRef

Ding, W.J.[Wen-Jie], Qiao, L.M.[Li-Meng], Qiu, X.[Xi], Zhang, C.[Chi],
PivotNet: Vectorized Pivot Learning for End-to-end HD Map Construction,
ICCV23(3649-3659)
IEEE DOI 2401
for driving maps. BibRef

Jiang, B.[Bo], Chen, S.[Shaoyu], Xu, Q.[Qing], Liao, B.C.[Ben-Cheng], Chen, J.J.[Jia-Jie], Zhou, H.[Helong], Zhang, Q.[Qian], Liu, W.Y.[Wen-Yu], Huang, C.[Chang], Wang, X.G.[Xing-Gang],
VAD: Vectorized Scene Representation for Efficient Autonomous Driving,
ICCV23(8306-8316)
IEEE DOI Code:
WWW Link. 2401
BibRef

Gao, J.Y.[Ji-Yang], Sun, C.[Chen], Zhao, H.[Hang], Shen, Y.[Yi], Anguelov, D.[Dragomir], Li, C.C.[Cong-Cong], Schmid, C.[Cordelia],
VectorNet: Encoding HD Maps and Agent Dynamics From Vectorized Representation,
CVPR20(11522-11530)
IEEE DOI 2008
Trajectory, Roads, Vehicle dynamics, Neural networks, Semantics, Encoding, Rendering (computer graphics) BibRef

Chapter on Active Vision, Camera Calibration, Mobile Robots, Navigation, Road Following continues in
Vehicle Control, Dickmanns .


Last update:Oct 6, 2025 at 14:07:43