#Artificial Intelligence

Projects

Big-Data Analytics

Developing methods for the analysis of large amounts of data without compromising data protection.

ImmBild

Location is key – especially when it comes to real estate value. “ImmBild” aims at developing a new method for estimating property value using computer vision of satellite data.

ImmoAge

Year of construction, architectural period and architectural style have a significant impact on property prices. New methods of classifying and evaluating real estate have been developed on the basis ...

EISMON

Monitoring system for identification of critical ice accumulation to prevent the ballast fly induced by ice dropping. The proposed study aims to investigate the possibility of an integration of an int...

Pitoti 3D

Italy’s petroglyphs were carved into rock faces by prehistoric cultures. This project sets out to investigate and document the 3D nature of these petroglyphs for the first time.

Publications

Koch, D., Despotovic, M., Sakeena, M., Döller, M., & Zeppelzauer, M. (2018). Visual Estimation of Building Condition with Patch-level ConvNets. In Proceedings of the 2018 ACM Workshop on Multimedia for Real Estate Tech - RETech"18 (pp. 12–17). Yokohama, Japan: ACM Press. https://doi.org/10.1145/3210499.3210526
Despotovic, M., Koch, D., Leiber, S., Döller, M., Sakeena, M., & Zeppelzauer, M. (2018). Prediction and Analysis of Heating Energy Demand and Year of Construction for Detached Houses by Computer Vision. Submitted to ENERGY.
Koch, D., Despotovic, M., Sakeena, M., Döller, M., & Zeppelzauer, M. (2018). Visual Estimation of Building Condition with Patch-level ConvNets. Yokohama, Japan.
Koch, D., Despotovic, M., Sascha, L., Sakeena, M., Döller, M., & Zeppelzauer, M. (2018). Real Estate Image Analysis - A Literature Review. Submitted to Real Estate Economics Journal.
Ostermann, N., Maly, T., & Michelberger, F. (2018). Ballast flying initiated by ice droppings – problems, measures and a new monitoring approach. In ICTTE Belgrade 2018 - International Conferences on Traffic and Transport Engineering - Proceedings (pp. 999–1004). Belgrade.
Zeppelzauer, M., Despotovic, M., Sakeena, M., Koch, D., & Döller, M. (2018). Automatic Prediction of Building Age from Photographs. In Proceedings of the 2018 ACM International Conference on Multimedia Retrieval - ICMR "18 (pp. 126–134). Yokohama, Japan: ACM Press. https://doi.org/10.1145/3206025.3206060
Zeppelzauer, M. (2018). Automatic Prediction of Building Age from Photographs. Yokohama, Japan.
Zeppelzauer, M., Zielinski, B., Juda, M., & Seidl, M. (2018). A Study on Topological Descriptors for the Analysis of 3D Surface Texture. Journal on Computer Vision and Image Understanding (CVIU), 167, 74–88. https://doi.org/10.1016/j.cviu.2017.10.012
Michelberger, F., Ostermann, M., & Maly, T. (2018). Schotterflug durch Eisabwurf – Problematik und mögliche Maßnahmen. Ingenieurspiegel, (2/2018), 56–57.
Ostermann, M., Michelberger, F., Mayer, M., & Maly, T. (2017). Erkennung von Eisbildung an Zügen zur Verhinderung von eisabwurfinduziertem Schotterflug. ETR Eisenbahntechnische Rundschau, 12/2017(79–83).

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