« Trajectory Learning » : différence entre les versions
De Transport
Aller à la navigationAller à la recherche
m NicolasSaunier a déplacé la page TrajectoryLearning vers Trajectory Learning |
Aucun résumé des modifications |
||
| Ligne 1 : | Ligne 1 : | ||
Some elements on trajectory learning (clustering), the results of which are motion patterns | Some elements on trajectory learning (clustering), the results of which are motion patterns | ||
Literature | ==Methods== | ||
TBD | |||
==Resources== | |||
===Literature=== | |||
* A survey of vision-based trajectory learning and analysis for surveillance, Brendan Tran Morris, Mohan Manubhai Trivedi https://pdfs.semanticscholar.org/770f/736020c916e69c1e07252ba5f8473319f765.pdf | * A survey of vision-based trajectory learning and analysis for surveillance, Brendan Tran Morris, Mohan Manubhai Trivedi https://pdfs.semanticscholar.org/770f/736020c916e69c1e07252ba5f8473319f765.pdf | ||
* Past work http://n.saunier.free.fr/saunier/data/saunier07itsc.html http://n.saunier.free.fr/saunier/stock/12-06-13-sticanada.pdf | |||
** PhD work by Mohamed Gomaa Mohamed https://publications.polymtl.ca/1784/ (chapter 3.3.2 and results in 4.4) https://www.cirrelt.ca/DocumentsTravail/CIRRELT-2017-48.pdf (technical report) | |||
* Alternative work by Heather Twaddle http://mediatum.ub.tum.de/node?id=1366878 (chapter 4) | |||
===Data=== | |||
* Sample in the Traffic Intelligence project https://bitbucket.org/Nicolas/trafficintelligence/downloads/laurier.sqlite | |||
* [[Public_Transportation_Datasets]] | |||
===Tools=== | |||
* [[PythonResources]], in particular scikit-learn for machine learning | |||
* Traffic Intelligence for trajectory loading from various formats (in particular the tracker from the Traffic Intelligence project) https://bitbucket.org/Nicolas/trafficintelligence/ | |||
Version du 22 janvier 2018 à 16:30
Some elements on trajectory learning (clustering), the results of which are motion patterns
Methods
TBD
Resources
Literature
- A survey of vision-based trajectory learning and analysis for surveillance, Brendan Tran Morris, Mohan Manubhai Trivedi https://pdfs.semanticscholar.org/770f/736020c916e69c1e07252ba5f8473319f765.pdf
- Past work http://n.saunier.free.fr/saunier/data/saunier07itsc.html http://n.saunier.free.fr/saunier/stock/12-06-13-sticanada.pdf
- PhD work by Mohamed Gomaa Mohamed https://publications.polymtl.ca/1784/ (chapter 3.3.2 and results in 4.4) https://www.cirrelt.ca/DocumentsTravail/CIRRELT-2017-48.pdf (technical report)
- Alternative work by Heather Twaddle http://mediatum.ub.tum.de/node?id=1366878 (chapter 4)
Data
- Sample in the Traffic Intelligence project https://bitbucket.org/Nicolas/trafficintelligence/downloads/laurier.sqlite
- Public_Transportation_Datasets
Tools
- PythonResources, in particular scikit-learn for machine learning
- Traffic Intelligence for trajectory loading from various formats (in particular the tracker from the Traffic Intelligence project) https://bitbucket.org/Nicolas/trafficintelligence/
