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This report introduces the 1st place winning solution for the Autonomous Driving Challenge 2023 - Online HD-map Construction.
The douglas-peucker algorithm for line simplification: re-evaluation through visualization
Mahes Visvalingam and J Duncan Whyatt · 1990
Earlier work this paper cites.
Simplification and generalization of large scale data for roads: a comparison of two filtering algorithms
Mahes Visvalingam and Peter J Williamson · 1995
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Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
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V-net: Fully convolutional neural networks for volumetric medical image segmentation
F. Milletari, N. Navab, and S. A. Ahmadi · 2016
Earlier work this paper cites.
Deformable convolutional networks
Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang, Han Hu, and Yichen Wei · 2017
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Scene parsing through ade20k dataset
Bolei Zhou, Hang Zhao, Xavier Puig, Sanja Fidler, Adela Barriuso, and Antonio Torralba · 2017
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Bidirectional feature pyramid network with recurrent attention residual modules for shadow detection
Lei Zhu, Zijun Deng, Xiaowei Hu, Chi-Wing Fu, Xuemiao Xu, Jing Qin, and Pheng-Ann Heng · 2018
Cited alongside, same era.
Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2019
Cited alongside, same era.
Bevdet: High-performance multi-camera 3d object detection in bird-eye-view
Junjie Huang, Guan Huang, Zheng Zhu, Ye Yun, and Dalong Du · 2021
Cited alongside, same era.
Argoverse 2: Next generation datasets for self-driving perception and forecasting
B. Wilson, W. Qi, T. Agarwal, J. Lambert, J. Singh, S. Khandelwal, B. Pan, R. Kumar, A. Hartnett, and J. K. Pontes · 2021
Cited alongside, same era.
Dn-detr: Accelerate detr training by introducing query denoising
Feng Li, Hao Zhang, Shilong Liu, Jian Guo, Lionel M Ni, and Lei Zhang · 2022
Cited alongside, same era.
Maptr: Structured modeling and learning for online vectorized hd map construction
Bencheng Liao, Shaoyu Chen, Xinggang Wang, Tianheng Cheng, Qian Zhang, Wenyu Liu, and Chang Huang · 2022
Later among the works it cites.
Exploring recurrent long-term temporal fusion for multi-view 3d perception
Chunrui Han, Jianjian Sun, Zheng Ge, Jinrong Yang, Runpei Dong, Hongyu Zhou, Weixin Mao, Yuang Peng, and Xiangyu Zhang · 2023
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Mask dino: Towards a unified transformer-based framework for object detection and segmentation
Feng Li, Hao Zhang, Huaizhe Xu, Shilong Liu, Lei Zhang, Lionel M Ni, and Heung-Yeung Shum · 2023
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End-to-end vectorized hd-map construction with piecewise bezier curve
Limeng Qiao, Wenjie Ding, Xi Qiu, and Chi Zhang · 2023
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Internimage: Exploring large-scale vision foundation models with deformable convolutions
Wenhai Wang, Jifeng Dai, Zhe Chen, Zhenhang Huang, Zhiqi Li, Xizhou Zhu, Xiaowei Hu, Tong Lu, Lewei Lu, Hongsheng Li, et al · 2023
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