bilzinet / Traffic-state-reconstruction-using-Deep-CNNLinks
We propose a statistical learning-based traffic speed estimation method that uses sparse vehicle trajectory information. Using a convolutional encoder-decoder based architecture, we show that a well trained neural network can learn spatio-temporal traffic speed dynamics from timespace diagrams. We demonstrate this for a homogeneous road section …
☆25Updated 5 years ago
Alternatives and similar repositories for Traffic-state-reconstruction-using-Deep-CNN
Users that are interested in Traffic-state-reconstruction-using-Deep-CNN are comparing it to the libraries listed below
Sorting:
- A cell transmission model based on python☆48Updated 2 years ago
- Using to predict the highway traffic speed☆35Updated 10 months ago
- 使用深圳市的出租车轨迹数据实现GCN时间序列预测☆11Updated 2 years ago
- Graph Markov Network for Traffic Forecasting with Missing Data☆30Updated 5 years ago
- Codebase for vessel trajectory prediction using historical AIS data☆19Updated 4 years ago
- ☆44Updated 11 months ago
- Traffic Flow Prediction with Vehicle Trajectories☆74Updated 4 years ago
- ☆38Updated 7 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆47Updated 3 years ago
- 交通 ·未来系列线上公益学术活动PPT☆117Updated 8 months ago
- The implementation of the paper "A Physics-Informed Transformer Model for Vehicle Trajectory Prediction on Highways". The paper is now un…☆17Updated 3 years ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆47Updated 2 years ago
- Taxi Origin-Destination Demand Prediction☆56Updated 5 years ago
- The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …☆14Updated 2 years ago
- Python package to process NGSIM data and traffic sensing with autonomous vehicles☆59Updated 5 years ago
- ST-SiameseNet (KDD'20)☆22Updated 5 years ago
- A variable speed limit control algorithm designed with the Soft Actor-Critic reinforcement learning.☆16Updated 3 years ago
- PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.☆73Updated 3 years ago
- RNN Application of Coordinate Systems for Vesssel Trajectory prediction☆16Updated last year
- The official code for Paper “Multi-scale Temporal Fusion Transformer for Incomplete Vehicle Trajectory Prediction”☆19Updated 7 months ago
- GE-GAN: A novel deep learning framework for road traffic state estimation☆21Updated 9 months ago
- ☆95Updated 3 years ago
- ☆38Updated 5 years ago
- Transportation data online prediction☆50Updated 4 years ago
- ☆35Updated 3 years ago
- Empower Traffic Simulation via Foundation Model☆24Updated 2 years ago
- data tutorial for i24motion data users☆11Updated last year
- Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap☆68Updated 6 months ago
- ☆11Updated last year
- Model for SCALE-Net: Scalable Vehicle Trajectory Prediction Network under Random Number of Interacting Vehicles via Edge-enhanced Graph C…☆12Updated 5 years ago