Arvutiteaduse instituut
  1. Kursused
  2. 2020/21 sügis
  3. Arukad Transpordisüsteemid (MTAT.08.040)
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Arukad Transpordisüsteemid 2020/21 sügis

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Introduction to ITS

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 (individual or 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
      • ...

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
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