Explainable Trajectory Representation through Dictionary Learning

Author:

Tang Yuanbo1ORCID,Peng Zhiyuan1ORCID,Li Yang2ORCID

Affiliation:

1. Tsinghua-Berkeley Shenzhen Institute, Tsinghua University, Shenzhen, China

2. Tsinghua-Berkeley Shenzhen Institute, Tsinghua University, Shenzhen, Guangdong, China

Funder

Tsinghua SIGS Scientific Research Start-up Fund

Publisher

ACM

Reference10 articles.

1. Survey on Trajectory Representation Learning Techniques;Han-Lin T. H.-N. CAO;Journal of Software,2021

2. P. Y. e. al, "T3S : Effective Representation Learning for Trajectory Similarity Computation," in 2021 IEEE 37th International Conference on Data Engineering (ICDE) . IEEE, 2021 ., 2021 . P. Y. e. al, "T3S: Effective Representation Learning for Trajectory Similarity Computation," in 2021 IEEE 37th International Conference on Data Engineering (ICDE). IEEE, 2021., 2021.

3. NetTraj: A Network-Based Vehicle Trajectory Prediction Model With Directional Representation and Spatiotemporal Attention Mechanisms

4. N. Zygouras and D. Gunopulos , " Corridor Learning Using Individual Trajectories," in 2018 19th IEEE International Conference on Mobile Data Management (MDM) , Jun. 2018 , pp. 155 -- 160 . N. Zygouras and D. Gunopulos, "Corridor Learning Using Individual Trajectories," in 2018 19th IEEE International Conference on Mobile Data Management (MDM), Jun. 2018, pp. 155--160.

5. J. Zou , Y. Cui , F. Wan , Q. Ye , and J. Jiao , " A cluster specific latent dirichlet allocation model for trajectory clustering in crowded videos," in 2014 IEEE International Conference on Image Processing (ICIP) , Oct. 2014 , pp. 2348 -- 2352 . J. Zou, Y. Cui, F. Wan, Q. Ye, and J. Jiao, "A cluster specific latent dirichlet allocation model for trajectory clustering in crowded videos," in 2014 IEEE International Conference on Image Processing (ICIP), Oct. 2014, pp. 2348--2352.

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