Horst Eidenberger
Ao.Univ.Prof. Mag.rer.soc.oec. Dr.rer.soc.oec.
Research Focus
- Information Systems Engineering: 30%
- Logic and Computation: 20%
- Visual Computing and Human-Centered Technology: 50%
Research Areas
- Information Retrieval, Media processing, Video Analysis, Image forensics, Virtual Reality, Audio Retrieval, Software Quality Assurance, Machine Learning, Multimedia
About
Computational perception of audiovisual media (e.g. face recognition, speech recognition, speaker recognition), forensic application of biometric media understanding technology, development of methods and prcesses in the area of big data analysis (summarization, statistical filtering, machine learning & classification including deep learning), development of multimedia and mixed reality applications (in particular, of hybrid systems), and analysis of software quality and usability of large software projects and web-based systems.
Role
-
Associate Professor
Virtual and Augmented Reality, E193-03
Contact
- horst.eidenberger@tuwien.ac.at
- +43-1-58801-18853
- Favoritenstrasse 11, Room HG0401
- vCard from TISS
- Themen für Studierendenarbeiten (Teaching Website)
- Virtual Reality Forschungsprojekt Vreeclimber
- Allgemein beeideter und gerichtlich zertifizierter Sachverständiger für Informatik, Signalverarbeitung, angewandte Statistik
- Virtual Reality Forschungsprojekt Virtual Jumpcube
- Handbook of Multimedia Information Retrieval (2013)
- informatics.tuwien.ac.at/people/horst-eidenberger
- tiss.tuwien.ac.at/person/97117
Courses
2022W
- Applied Deep Learning / 194.077 / VU
- Augmented Software Engineering Skills for Data Scientists / 194.122 / UE
- Bachelor Thesis / 193.116 / PR
- Diploma Seminar / 183.293 / SE
- PhD Seminar / 193.083 / SE
- Project in Computer Science 1 / 193.117 / PR
- Project Media and Human-Centered Computing 1 / 193.036 / PR
- Research seminar for PhD students / 193.119 / SE
- Similarity Modeling 1 - Computational Seeing and Hearing / 188.501 / VU
- Similarity Modeling 2 - Computational Seeing and Hearing / 188.498 / VU
- Strategy Game Programming / 188.981 / VU
- Visual Computing Project 1 / 194.084 / PR
2023S
- Bachelor Thesis / 193.116 / PR
- Media and Brain 1: Artificial Consciousness / 188.502 / VU
- Media and Brain 2 Artificial Consciousness / 188.499 / VU
- Mobile (App) Prototyping and Evaluation / 194.104 / PR
- PhD Seminar / 193.083 / SE
- Project in Computer Science 2 / 193.118 / PR
- Project Media and Human-Centered Computing 2 / 193.037 / PR
- Research seminar for PhD students / 188.081 / SE
- Research seminar for PhD students / 193.119 / SE
- Ruby on Rails Business Programming / 188.519 / UE
- Scientific Research and Writing / 193.052 / SE
- Seminar: Literature-work for PhD students / 188.082 / SE
- Strategy Game Programming / 188.981 / VU
- Strategy Game Programming - Strategic Planning and Reinforcement Learning / 194.116 / VU
- Virtual and Augmented Reality: Advanced Topics / 188.456 / PR
- Virtual and Augmented Reality: Advanced Topics / 194.106 / PR
- Virtual Reality Maker Lab / 188.520 / PR
- Visual Computing Project 2 / 194.090 / PR
Projects
-
Optical Music Recognition with Deep Learning
2017 – 2020 / Universidad de Alicante -
TU Fly into the Future & Vreeclimber climbing wall
2015 – 2025 / TU Hybrid Lab: Virtual Jumpcube & Vreeclimber -
Intelligent Video Annotation and Retrieval Techniques
2009 – 2012 / Austrian Research Promotion Agency (FFG) -
VizIR - A Framework for Visual Information Retrieval
2003 – 2006 / Austrian Science Fund (FWF)
Publications
Note: Due to the rollout of TU Wien’s new publication database, the list below may be slightly outdated. Once the migration is complete, everything will be up to date again.
2020
- Gestalt descriptions for deep image understanding / Hörhan, M., & Eidenberger, H. (2020). Gestalt descriptions for deep image understanding. Pattern Analysis and Applications, 24(1), 89–107. https://doi.org/10.1007/s10044-020-00904-6
2018
- Smell and touch in the Virtual Jumpcube / Eidenberger, H. (2018). Smell and touch in the Virtual Jumpcube. Multimedia Systems. https://doi.org/10.1007/s00530-018-0592-y
- Handwritten Music Object Detection: Open Issues and Baseline Results / Pacha, A., Choi, K.-Y., Coüasnon, B., Ricquebourg, Y., & Eidenberger, H. (2018). Handwritten Music Object Detection: Open Issues and Baseline Results. In 2018 13th IAPR International Workshop on Document Analysis Systems (DAS). 2018 13th IAPR Workshop on Document Analysis Systems (DAS), Wien, Austria. https://doi.org/10.1109/das.2018.51
- Gestalt Interest Points with a Neural Network for Makeup-Robust Face Recognition / Hörhan, M., & Eidenberger, H. (2018). Gestalt Interest Points with a Neural Network for Makeup-Robust Face Recognition. In 2018 25th IEEE International Conference on Image Processing (ICIP). 2018 25th IEEE International Conference on Image Processing (ICIP), Athens, Greece, EU. IEEE Press. https://doi.org/10.1109/icip.2018.8451075
2017
- The Gestalt Interest Points Distance Feature for Compact and Accurate Image Description / Hörhan, M., & Eidenberger, H. (2017). The Gestalt Interest Points Distance Feature for Compact and Accurate Image Description. In Proceedings IEEE International Symposium on Signal Processing and Information Technology (p. 5). http://hdl.handle.net/20.500.12708/57261
- Towards Self-Learning Optical Music Recognition / Pacha, A., & Eidenberger, H. (2017). Towards Self-Learning Optical Music Recognition. In 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA). 16th IEEE International Conference on Machine Learning and Applications, Cancun, Non-EU. https://doi.org/10.1109/icmla.2017.00-60
- Towards a Universal Music Symbol Classifier / Pacha, A., & Eidenberger, H. (2017). Towards a Universal Music Symbol Classifier. In 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR). International Workshop on Graphics Recognition, New York, Non-EU. https://doi.org/10.1109/icdar.2017.265
2016
- Similarity Assessment as a Dual Process Model of Counting and Measuring / Eidenberger, H., & Klauninger, B. (2016). Similarity Assessment as a Dual Process Model of Counting and Measuring. In Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods. 5th International Conference on Pattern Recognition Applications and Methods, Rom, EU. https://doi.org/10.5220/0005655801410147
- Machine Learning with Dual Process Models / Eidenberger, H., Klauninger, B., & Unger, M. (2016). Machine Learning with Dual Process Models. In Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods. 5th International Conference on Pattern Recognition Applications and Methods, Rom, EU. https://doi.org/10.5220/0005655901480153
- An Efficient DCT template-based Object Detection Method using Phase Correlation / Eidenberger, H., & Hörhan, M. (2016). An Efficient DCT template-based Object Detection Method using Phase Correlation. In Asilomar Conference on Signals, Systems, and Computers Proceedings MA8b3-4. Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, Non-EU. http://hdl.handle.net/20.500.12708/56633
2015
- Indoor skydiving in immersive virtual reality with embedded storytelling / Eidenberger, H., & Mossel, A. (2015). Indoor skydiving in immersive virtual reality with embedded storytelling. In Proceedings of the 21st ACM Symposium on Virtual Reality Software and Technology. ACM Symposium on Virtual Reality Software and Technology (VRST), Beijing, China, Non-EU. Proceedings of the 21st ACM Symposium on Virtual Reality Software and Technology. https://doi.org/10.1145/2821592.2821612
2014
- Gestalt Interest Points for Image Description in Weight-Invariant Face Recognition / Hörhan, M., & Eidenberger, H. (2014). Gestalt Interest Points for Image Description in Weight-Invariant Face Recognition. In SPIE Visual Communications Proceedings. SPIE Visual Communications and Image Processing Conference, Paris, FR, EU. SPIE. http://hdl.handle.net/20.500.12708/55744
2013
- Qualität nach Maß / Eidenberger, H. (2013, February). Qualität nach Maß. IX : Magazin Für Professionelle Informationstechnik, 02/2013, 132–136. http://hdl.handle.net/20.500.12708/154756
- New Content-Based Features for the Distinction of Violent Videos and Martial Arts / Hörhan, M., & Eidenberger, H. (2013). New Content-Based Features for the Distinction of Violent Videos and Martial Arts. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing. IEEE, Austria. IEEE Press. http://hdl.handle.net/20.500.12708/54590
2012
- Handbook of Multimedia Information Retrieval / Eidenberger, H. (2012). Handbook of Multimedia Information Retrieval. atpress. http://hdl.handle.net/20.500.12708/23542
- Frontiers of Media Understanding / Eidenberger, H. (2012). Frontiers of Media Understanding. atpress. http://hdl.handle.net/20.500.12708/23541
- Professional Media Understanding / Eidenberger, H. (2012). Professional Media Understanding. atpress. http://hdl.handle.net/20.500.12708/23480
2009
- On Feature Selection in Environmental Sound Recognition / Mitrovic, D., Zeppelzauer, M., & Eidenberger, H. (2009). On Feature Selection in Environmental Sound Recognition. In Proceedings ELMAR-2009 (pp. 201–204). http://hdl.handle.net/20.500.12708/52767
2008
- Review von Wiki-Engines / Eidenberger, H. (2008). Review von Wiki-Engines. IX - Magazin Für Professionelle Informationstechnik, 60. http://hdl.handle.net/20.500.12708/170874
- Frameworks für Medienverarbeitung / Eidenberger, H. (2008). Frameworks für Medienverarbeitung. IX - Magazin Für Professionelle Informationstechnik, 125. http://hdl.handle.net/20.500.12708/170873
- Werkzeuge für Medien-Streaming / Eidenberger, H. (2008). Werkzeuge für Medien-Streaming. IX - Magazin Für Professionelle Informationstechnik. http://hdl.handle.net/20.500.12708/170872
- Strömungslehre / Eidenberger, H. (2008). Strömungslehre. IX - Magazin Für Professionelle Informationstechnik, 116. http://hdl.handle.net/20.500.12708/170871
- Evaluation of content-based Features for User-Centred Image Retrieval in Small Media Collections / Eidenberger, H., & Zaharieva, M. (2008). Evaluation of content-based Features for User-Centred Image Retrieval in Small Media Collections. In Proceedings of SPIE IS&T Electronic Imaging Conference 2008. SPIE IS&T Electronic Imaging Conference, San Jose, Kalifornien, Non-EU. SPIE Press. http://hdl.handle.net/20.500.12708/51900
2007
- Evaluation of content-based image descriptors by statistical methods / Eidenberger, H. (2007). Evaluation of content-based image descriptors by statistical methods. Multimedia Tools and Applications, 5(3), 241–258. http://hdl.handle.net/20.500.12708/169648
- Handy sapiens / Eidenberger, H. (2007). Handy sapiens. IX, 99. http://hdl.handle.net/20.500.12708/169629
- Towards Integrated Authoring, Annotation, Retrieval, Adaptation, Personalization and Delivery of Multimedia Content / Eidenberger, H., Boll, S., Christodoulakis, S., Divotkey, D., Leopold, K., Martin, A., Perego, A., Scherp, A., & Tsinaraki, C. (2007). Towards Integrated Authoring, Annotation, Retrieval, Adaptation, Personalization and Delivery of Multimedia Content. In Proceedings of DELOS Conference 2007. DELOS Conference 2007, Pisa, Italy, EU. http://hdl.handle.net/20.500.12708/51899
- Semantics in Content-based Multimedia Retrieval / Eidenberger, H., & Zaharieva, M. (2007). Semantics in Content-based Multimedia Retrieval. In Multimedia Semantics - The Role of Metadata (pp. 151–174). Springer. http://hdl.handle.net/20.500.12708/25407
2006
- Quaero (me) ante portas / Eidenberger, H. (2006). Quaero (me) ante portas. IX, 122. http://hdl.handle.net/20.500.12708/173414
- The 7th European Research Framework / Eidenberger, H. (2006). The 7th European Research Framework. IX, 117. http://hdl.handle.net/20.500.12708/173413
- Evaluation and Analysis of Similarity Measures for Content-based Visual Information Retrieval / Eidenberger, H. (2006). Evaluation and Analysis of Similarity Measures for Content-based Visual Information Retrieval. Multimedia Systems, 3. http://hdl.handle.net/20.500.12708/173384
- Analysis of the Data Quality of Audio Descriptions of Environmental Sounds / Mitrovic, D., Zeppelzauer, M., & Eidenberger, H. (2006). Analysis of the Data Quality of Audio Descriptions of Environmental Sounds. In Fourth Special Workshop Proceedings (pp. 70–79). http://hdl.handle.net/20.500.12708/51369
- Kalman Filtering for Illumination-invariant Face Recognition / Eidenberger, H. (2006). Kalman Filtering for Illumination-invariant Face Recognition. In Proceedings IEEE ELMAR 2006. IEEE ELMAR 2006, Zadar, Croatia, Non-EU. http://hdl.handle.net/20.500.12708/51368
2005
- Artificial Intelligence and Query Execution Methods in the VizIR Framework / Divotkey, D., Eidenberger, H., & Divotkey, R. (2005). Artificial Intelligence and Query Execution Methods in the VizIR Framework. ÖGAI Journal, 24(2), 17–27. http://hdl.handle.net/20.500.12708/173337
- Web automatization with Mechanize / Eidenberger, H., & Michlmayr, E. (2005). Web automatization with Mechanize. IX, 145. http://hdl.handle.net/20.500.12708/173338
- Visual Information Retrieval / Eidenberger, H. (2005). Visual Information Retrieval. IX, 117. http://hdl.handle.net/20.500.12708/173336
- CoCoMA: Content and Context Aware Multimedia Content Retrieval, Delivery and / Breiteneder, C., & Eidenberger, H. (2005). CoCoMA: Content and Context Aware Multimedia Content Retrieval, Delivery and. ECDL 2005, Vienna, Austria, Austria. http://hdl.handle.net/20.500.12708/84439
- Gigabit Ethernet-based Parallel Video Processing / Eidenberger, H. (2005). Gigabit Ethernet-based Parallel Video Processing. In IEEE Multimedia Modelling Conference. IEEE Multimedia Modelling Conference, Melbourne, Australien, Austria. http://hdl.handle.net/20.500.12708/50965
- Content-based Querying Embedded in Multimedia Presentations / Divotkey, D., & Eidenberger, H. (2005). Content-based Querying Embedded in Multimedia Presentations. In Proceedings IEEE MMSP 2005. IEEE Multimedia Signal Processing Workshop, Shanghai, Austria. http://hdl.handle.net/20.500.12708/51075
- Perl. Einführung in die Programmierung und Problemlösen / Eidenberger, H., & Michlmayr, E. (2005). Perl. Einführung in die Programmierung und Problemlösen. dpunkt.verlag. http://hdl.handle.net/20.500.12708/22283
2004
- A new method for visual descriptor evaluation / Eidenberger, H. (2004). A new method for visual descriptor evaluation. SPIE Electronic Imaging Conference, San Jose, USA, Non-EU. http://hdl.handle.net/20.500.12708/84292
- A new perspective on visual information retrieval / Eidenberger, H. (2004). A new perspective on visual information retrieval. SPIE Electronic Imaging Conference, San Jose, USA, Non-EU. http://hdl.handle.net/20.500.12708/84291
- SMIL and SVG in teaching / Eidenberger, H. (2004). SMIL and SVG in teaching. SPIE Electronic Imaging Conference, San Jose, USA, Non-EU. http://hdl.handle.net/20.500.12708/84290
2003
- Media handling for visual information retrieval in VizIR / Eidenberger, H. (2003). Media handling for visual information retrieval in VizIR. SPIE Visual Communications and Image Processing Conference, Paris, FR, EU. http://hdl.handle.net/20.500.12708/84289
- How good are the visual MPEG-7 features? / Eidenberger, H. (2003). How good are the visual MPEG-7 features? SPIE Visual Communications and Image Processing Conference, Paris, FR, EU. http://hdl.handle.net/20.500.12708/84288
- Visual Similarity Measurement with the Feature Contrast Model / Eidenberger, H. (2003). Visual Similarity Measurement with the Feature Contrast Model. SPIE Electronic Imaging Conference, San Jose, USA, Non-EU. http://hdl.handle.net/20.500.12708/84287
Supervisions
Note: Due to the rollout of TU Wien’s new publication database, the list below may be slightly outdated. Once the migration is complete, everything will be up to date again.
- Development of A Vision-Based Foot Massage Robot / Ammer, D. (2023). Development of A Vision-Based Foot Massage Robot [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2023.97160
- Design and Evaluation of a Sound Application using Acoustic Scene Classification / Rybnikova, T. V. (2022). Design and Evaluation of a Sound Application using Acoustic Scene Classification [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2022.87561
- Recommending reviewers for theses using artificial intelligence / Penz, D. (2021). Recommending reviewers for theses using artificial intelligence [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2021.76463
- Game design in virtual reality / Gürcay, O. (2021). Game design in virtual reality [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2021.83740
- Using natural language processing to measure the consistency of opinions expressed by politicians / Zaruba, S. (2021). Using natural language processing to measure the consistency of opinions expressed by politicians [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2021.80341
- Cryptocurrencies: Deep learning for sentiment & market analysis / Muhm, T. (2021). Cryptocurrencies: Deep learning for sentiment & market analysis [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2021.71386
- Evaluation of Immersion in Externally Directed VR
- Evaluation of microservice implementation approaches for image processing / Kruisz, M. (2020). Evaluation of microservice implementation approaches for image processing [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2020.58980
- Deep learning of humor from Gary Larson’s cartoons / Fischer, R. (2020). Deep learning of humor from Gary Larson’s cartoons [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2020.56860
- Novel visual media summarization methods for retrieval applications / Hörhan, M. (2020). Novel visual media summarization methods for retrieval applications [Dissertation, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2020.84123
- Automatisierte Prognose der Entwicklung von Kryptowährungspreisen / Aumayr, L. (2019). Automatisierte Prognose der Entwicklung von Kryptowährungspreisen [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2019.55455
- Hand simulation for virtual climbing / Voglhuber, R. (2019). Hand simulation for virtual climbing [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2019.51520
- Video object recognition based on deep learning / Stojanoski, S. (2019). Video object recognition based on deep learning [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2019.55534
- Self-learning optical music recognition / Pacha, A. (2019). Self-learning optical music recognition [Dissertation, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2019.68485
- Ein One-Stop-Shop für Smartcard-basierte Dienstleistungen / Engl, J. (2018). Ein One-Stop-Shop für Smartcard-basierte Dienstleistungen [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2018.55533
- Anwendungs-Design für virtuelles Klettern / Machner, N. J. (2018). Anwendungs-Design für virtuelles Klettern [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2018.56484