05 References
- [1] Alahi A, Goel K, Ramanathan V, et al. Social lstm: Human trajectory prediction in crowded spaces[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 961-971.
- [2] Gupta A, Johnson J, Fei-Fei L, et al. Social gan: Socially acceptable trajectories with generative adversarial networks[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018: 2255-2264.
- [3] Zhu Y, Qian D, Ren D, et al. StarNet: Pedestrian trajectory prediction using deep neural network in star topology[C]//Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems. 2019: 8075-8080.
- [4] Chai Y, Sapp B, Bansal M, et al. Multipath: Multiple probabilistic anchor trajectory hypotheses for behavior prediction[J]. arXiv preprint arXiv:1910.05449, 2019.
- [5] Chang M F, Lambert J, Sangkloy P, et al. Argoverse: 3d tracking and forecasting with rich maps[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2019: 8748-8757.
- [6] Liang J, Jiang L, Niebles J C, et al. Peeking into the future: Predicting future person activities and locations in videos[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2019: 5725-5734.
- [7] Mohamed A, Qian K, Elhoseiny M, et al. Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2020: 14424-14432.
- [8] Liang M, Yang B, Hu R, et al. Learning lane graph representations for motion forecasting[C]//European Conference on Computer Vision. Springer, Cham, 2020: 541-556.
- [9] Huang Y, Bi H K, Li Z, et al. STGAT: Modeling spatial-temporal interactions for human trajectory prediction[C]//Proceedings of the IEEE International Conference on Computer Vision. 2019: 6272-6281.
- [10] Gao J, Sun C, Zhao H, et al. VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation [J]. ArXiv Preprint arXiv:2005.04259, 2020.
- [11] Zhao H, Gao J, Lan T, et al. Tnt: Target-driven trajectory prediction[J]. arXiv preprint arXiv:2008.08294, 2020.
06 Introduction to the author
Yan Liang, Fu Zhuang, Deheng and Dong Chun are all algorithm engineers of Meituan unmanned vehicle distribution center.
| want to read more technical articles, please pay close attention to Meituan technical team (meituantech) WeChat public official.
| in the public, the menu bar reply goodies for [2019], [2018] special purchases, goodies for [2017], [method] the key word, can see Meituan technology team calendar year essay collection.