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 …
☆25Jun 23, 2020Updated 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:
- - Create a queueing model at signalized intersections (e.g. shockwave profile model); - Create a simple SUMO network with traffic lights;…☆11Nov 18, 2021Updated 4 years ago
- Pytorch implementation of structural recurrent neural network (SRNN) for traffic speed prediction☆10Apr 6, 2021Updated 4 years ago
- The project proposed automated vehicle driving strategies based on reinforcement learning.☆17Mar 14, 2021Updated 4 years ago
- Map-matching using particle smoothing methods.☆16Jul 19, 2022Updated 3 years ago
- A command-line tool to convert GPS point into trajectory.☆19Sep 29, 2021Updated 4 years ago
- This is for AAAI2020 submission #9808☆20Nov 11, 2024Updated last year
- Leading Cruise Control☆20Apr 12, 2024Updated last year
- ST-SiameseNet (KDD'20)☆22Dec 16, 2020Updated 5 years ago
- towards a working Frank-Wolfe implementation of the equilibrium assignment in Python☆52Apr 6, 2017Updated 8 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆24Nov 7, 2019Updated 6 years ago
- Repository for the wireshark plugin development project of the AMOS 16 course☆10Jan 6, 2017Updated 9 years ago
- Symbolic Modelling of Highway Traffic Networks with METANET☆11May 27, 2025Updated 9 months ago
- open traffic datasets☆32Dec 28, 2018Updated 7 years ago
- Prediction of travel time has major concern in the research domain of Intel- ligent Transportation Systems (ITS). Clustering strategy can…☆11May 31, 2018Updated 7 years ago
- A microscopic traffic simulator☆12Oct 26, 2021Updated 4 years ago
- Public release of Monoqlo Python code☆10Apr 19, 2022Updated 3 years ago
- Deep Learning Clustering with Tensor-Flow in Python☆14Dec 4, 2018Updated 7 years ago
- Controlled Invariant Sets in Two Moves☆14Dec 21, 2021Updated 4 years ago
- various tools to download, convert and process the full text of scientific articles☆10Apr 2, 2024Updated last year
- The official implementation of AAAI 2024 paper: Estimating On-road Transportation Carbon Emissions from Open Data of Road Network and Ori…☆11Feb 24, 2024Updated 2 years ago
- Calibrated Alicante-Murcia Freeway SUMO Scenario☆11Nov 28, 2019Updated 6 years ago
- T-GCN交通流量动态预测，需要研究如何把流速转化为流量☆10Oct 17, 2019Updated 6 years ago
- Rossmann Store Sales: https://www.kaggle.com/c/rossmann-store-sales☆10May 13, 2018Updated 7 years ago
- A vehicle trajectory prediction combined with vehicle behavior recognition,and propose an acceleration trajectory optimization algorithm…☆41Feb 6, 2021Updated 5 years ago
- Find optimal path for electric vehicle using spatial information.☆11Apr 1, 2023Updated 2 years ago
- Combined clonality and transcriptome scRNAseq clustering method☆11Dec 3, 2022Updated 3 years ago
- This repository is the source code of a paper "Integrated Control of Steering and Braking for Effective Collision Avoidance with Autonomo…☆15Dec 5, 2022Updated 3 years ago
- ☆44Feb 23, 2025Updated last year
- Map matching for the cities in China☆10Nov 26, 2019Updated 6 years ago
- This repository contains a YoloV4/Darknet based image classifier coded to run onboard the Nvidia Jetson Nano platform at approximately 10…☆13Aug 17, 2021Updated 4 years ago
- Studies on Human Behavior - Geovisualization of Spatio-temporal data is a very promising topic, especially for social sciences. It is pos…☆10Jan 4, 2022Updated 4 years ago
- PID controller implementation☆13Aug 21, 2016Updated 9 years ago
- Highway Tollgates Traffic Flow Prediction☆10May 31, 2017Updated 8 years ago
- 使用深圳市的出租车轨迹数据实现GCN时间序列预测☆11Nov 9, 2023Updated 2 years ago
- Python Implementation of multiple unsupervised segmentation models and evaluating them through multiple evaluation metrics☆10Jun 12, 2021Updated 4 years ago
- Tool to design and optimize autonomous vehicle concepts.☆12Aug 29, 2022Updated 3 years ago
- sfm model and turtlebot3 on gazebo using ros2☆10Jan 14, 2023Updated 3 years ago
- A spatial optmization library for covering problems.☆16Nov 17, 2023Updated 2 years ago
- ☆10Mar 6, 2022Updated 4 years ago