Dr. Sromona Chatterjee


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Research Fields and Interests



  • Machine Learning
  • Image Processing
  • Computer Vision




Curriculum Vitae



Academic Experience


  • Since 06/2015 Doctorate in Information Systems, University of Goettingen, Germany
  • 10/2011 - 06/2014 Master of Science in Applied Computer Science (Specialization: Computational Neuroscience), University of Goettingen, Germany
  • 08/2004 - 06/2008 Bachelor of Technology in Computer Science & Engineering, West Bengal University of Technology, Kolkata, India



Work experience


  • 05/2014 - 12/2014 Research Assistant in Data Management at the J.F.B Institute, University of Goettingen, Germany
  • 04/2012 - 03/2014 Student Assistant in Portal Development, Software Engineering at GWDG, Goettingen, Germany
  • 10/2008 - 10/2011 System Engineer, Tata Consultancy Services Ltd., India




Publications




    2018
  • Kumar, M., Chatterjee, S., Zhang, W., Yang, J., and Kolbe, L. M. (2018): Fuzzy Theoretic Model Based Analysis of Image Features, Information Sciences.
  • Chatterjee, S.; Brendel, A.B.; Lichtenberg, S. (2018): Smart Infrastructure Monitoring – Development of a Decision Support System for Vision-Based Road Crack Detection, Proceedings of International Conference on Information Systems (ICIS), San Francisco.
  • Chatterjee, S., Saeedfar, P., Tofangchi, S. and Kolbe, L. M. (2018). Intelligent Road Maintenance: A Machine Learning Approach for Surface Defect Detection. In: European Conference on Information Systems (ECIS), Portsmouth, UK, pp 1-16.

  • 2017
  • Chatterjee, S., Hildebrandt, B. and Kolbe, L. M. (2017). Understanding the Scene Data: Pavement Area Grouping in Images. In: International Conference on Information Systems (ICIS), Seoul, South Korea, pp 1-20.

  • 2016
  • Ebermann, C., Piccinini, E., Chatterjee, S. and Kolbe, L. (2016). What are the behavioural characteristics of heavy users of pedelecs? A longitudinal field study of the use of sustainable mobility concepts. In: 31st International Congress of Psychology (ICP), Yokohama, Japan.
  • Ebermann, C., Piccinini, E., Chatterjee, S. and Kolbe, L. (2016). The adoption of pedelecs? A longitudinal field study about psychological factors influencing the use of sustainable mobility concepts. In: The International Conference on Traffic and Transportation Psychology, Brisbane, Australia.

  • 2015
  • Chatterjee, S., Nachstedt, T., Tamosiunaite, M., Wörgötter, F., Enomoto, Y., Ariizumi, R., Matsuno, F. and Manoonpong, P. (2015). Learning and Chaining of Motor Primitives for Goal-directed Locomotion of a Snake-like Robot with Screw-drive Units. International Journal of Advanced Robotic Systems, 12:176.

  • 2014
  • Chatterjee, S., Nachstedt, T., Wörgötter, F., Tamosiunaite, M., Manoonpong, P., Enomoto, Y., Ariizumi, R. and Matsuno, F. (2014). Reinforcement Learning Approach to Generate Goal-directed Locomotion of a Snake-like Robot with Screw-drive Units. In: 23rd IEEE Int. Conf. on Robotics in Alpe-Adria-Danube Region (RAAD), Smolenice, Slovakia, pp. 1-7. (Best Student Paper Award)
  • Chatterjee, S., Nachstedt, T., Wörgötter, F., Tamosiunaite, M., Manoonpong, P., Enomoto, Y., Ariizumi, R. and Matsuno, F. (2014). A Reinforcement Learning Approach for Goal-directed Locomotion of a Complex Snake-Like Robot, In: Bernstein Conference, Göttingen, Germany.

  • Researchgate




Topics for Bachelor and Master thesis



An overview of current topics can be found here.

Application: If you are interested in writing your thesis about any topic relating to my research, please contact me via e-mail. Please also send me your CV and grade sheet from FlexNow (simple printout) in order to better match the precise topic to your area of interest.


Teaching