Introduction to ITS
To submit your project's presentation and report, please check at the end of this page.
Projects
you can choose between these topics or come up with your own as far as it is related to ITS:
- Research paper (individual)
- Critical review of selected ITS literature
- Analysis on some topic of interest to you related to ITS
- Topics:
- Smart cities
- Location based services
- Autonomous car
- Smart Parking
- Sustainability of Intelligent transportation systems
- Smart airport
- ...
- Creating a small application (group)
- Possible application:
- Urban density estimation using mobile network data
- Pedestrian detection using mono camera
- Road signs detection
- Eye tracking system
- Indoor wifi coverage simulation
- Traffic simulation and modeling
- Machine Learning approaches for traffic sign detection and recognition in color videos
- Fast multiscale and multi-object detection and tracking in color videos
- Simulation of the variable speed limit and/or ramp metering in mixed traffic conditions.
- ...
- Possible application:
Student Projects (Previous Years)
- Applications:
- AP1: Traffic sign detection by Kaarel Tõnisson
- AP2: Interactive visualisation of traffic flows with animated particles by Heiki Pärn
- AP3: Hidden Markov model based map-matching by Joosep Kibal
- AP4: Intelligent taxi by Jaanus Jaggo and Georg Berecz
- AP5: Indoor positioning by Erich Jagomägis and Thorben Werner
- AP6: A beginner's traffic sign detection system by Jaak Sõnajalg
- AP7: Spatio-temporal visualisation system by Mariano Hedberto Jofre
- AP8: Real traffic flow modelling with SUMO by Ragnar Vent
- AP9: Indoor positioning using mobile sensors by Sander Soo
- Research Papers:
- RP1: Smart Cities in India by Gowthamram Selvaraj
- RP2: Smart parking systems by Ankit Garg
- Applications:
- AP1: Eyes tracking system by Jossep Rõõmusaare
- AP2: Drone detection, tracking and distance measurement by Martin Schmeisser & Manuel Kramer
- AP3: Counting car in parking lot by Bogdan Semiletko
- Research Papers:
- RP1: V2V Communication in ITS by Mohan Liyanage
- RP2: Designing the urban future: smart cities by Malek Vaclav
- RP3: Autonomous Cars by Mihkel Vunk
- RP4: Location-based services based on 3G and LTE based wireless networks by Ashish Anand
Links to public datasets
- L1: http://homepages.inf.ed.ac.uk/rbf/CVonline/Imagedbase.htm
- L2: https://www.cs.cmu.edu/~cil/v-images.html
- L3: https://sentinel.esa.int/web/sentinel/sentinel-data-access
- L4: https://www.maaamet.ee/en/objectives-activities/geoinformatics/national-mirror-site-esthub
- L5: https://ride.citibikenyc.com/system-data
- L6: https://ride.capitalbikeshare.com/system-data
- L7: https://data.world/datasets/scooter
- L8: https://data.bts.gov/stories/s/Bikeshare-and-e-scooters-in-the-U-S-/fwcs-jprj/
Project submission forms:
- Presentations Slides (PDF)
- Lahenduste esitamiseks peate olema sisse loginud ja kursusele registreerunud.
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- Final Report (PDF)
- Deadline: December 31th, 23:59:59.999 EET
- Lahenduste esitamiseks peate olema sisse loginud ja kursusele registreerunud.