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
Information and Software Engineering, E194-01
Contact
- horst.eidenberger@tuwien.ac.at
- +43-1-58801-18853
- Favoritenstrasse 11, Room HG0401
- vCard from TISS
- Hybrid Systems Projects Website
- Vreeclimber Project Website
- Sachverständiger für Informatik, Signalverarbeitung, numerische Mathematik und angewandte Statistik in Österreich und am ICC, Den Haag
- Themen für Studierendenarbeiten
- Virtual Jumpcube Project Website
- informatics.tuwien.ac.at/people/horst-eidenberger
- tiss.tuwien.ac.at/person/97117
Courses
2021W
- Applied Deep Learning / 194.077 / VU
- Bachelor Thesis / 188.919 / PR
- Project in Computer Science / 194.079 / PR
- Project in Computer Science 2 / 194.080 / PR
- Project Media and Human-Centered Computing 1 / 193.036 / PR
- Research seminar for PhD students / 188.081 / SE
- Seminar Media and Human-Centered Computing - Buidling Information Modelling / 193.038 / SE
- Seminar: Literature-work for PhD students / 188.082 / 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
- Visual Computing Project 2 / 194.085 / PR
2022S
- Bachelor Thesis / 188.919 / 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
- Project in Computer Science / 194.079 / PR
- Project Media and Human-Centered Computing 2 / 193.037 / PR
- Research seminar for PhD students / 188.081 / SE
- Ruby on Rails Business Programming / 188.519 / UE
- Scientific Research and Writing / 193.052 / SE
- Strategy Game Programming - Strategic Planning and Reinforcement Learning / 194.116 / VU
- Virtual and Augmented Reality: Advanced Topics / 194.106 / PR
- Virtual Reality Maker Lab / 188.520 / PR
- Visual Computing Project 1 / 194.089 / 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
2020
- Gestalt descriptions for deep image understanding / M. Hörhan, H. Eidenberger / Springer Pattern Analysis and Applications, July (2020)
2018
- Gestalt Interest Points with a Neural Network for Makeup-Robust Face Recognition / M. Hörhan, H. Eidenberger / Talk: 2018 25th IEEE International Conference on Image Processing (ICIP), Athens, Greece; 2018-10-07 - 2018-10-10; in: "2018 25th IEEE International Conference on Image Processing (ICIP)", IEEE Press, (2018), ISSN: 2381-8549; 2391 - 2395
- Handwritten Music Object Detection: Open Issues and Baseline Results / A. Pacha, K. Choi, B. Coüasnon, Y. Ricquebourg, H. Eidenberger / Talk: 2018 13th IAPR Workshop on Document Analysis Systems (DAS), Wien; 2018-04; in: "2018 13th IAPR Workshop on Document Analysis Systems (DAS)", (2018), 6 pages
- Smell and touch in the Virtual Jumpcube / H. Eidenberger / ACM Multimedia Systems Journal, 24 (2018), 6; 695 - 709
2017
- The Gestalt Interest Points Distance Feature for Compact and Accurate Image Description / M. Hörhan, H. Eidenberger / Talk: IEEE International Symposium on Signal Processing and Information Technology, Bilbao; 2017-12-18 - 2017-12-20; in: "Proceedings IEEE International Symposium on Signal Processing and Information Technology", (2017), 5 pages
- Towards Self-Learning Optical Music Recognition / A. Pacha, H. Eidenberger / Talk: 16th IEEE International Conference on Machine Learning and Applications, Cancun; 2017-12-18 - 2017-12-21; in: "2017 16th IEEE International Conference on Machine Learning and Applications", (2017), 6 pages
- Towards a Universal Music Symbol Classifier / A. Pacha, H. Eidenberger / Talk: International Workshop on Graphics Recognition, New York; 2017-11-09 - 2017-11-10; in: "Proceedings of the 12th International Workshop on Graphics Recognition", (2017), ISBN: 978-1-5386-3586-5; 2 pages
2016
- An Efficient DCT template-based Object Detection Method using Phase Correlation / H. Eidenberger, M. Hörhan / Talk: Asilomar Conference on Signals, Systems, and Computers, Pacific Grove; 2016-11-06 - 2016-11-09; in: "Asilomar Conference on Signals, Systems, and Computers Proceedings MA8b3-4", MA8b3-4 (2016)
- Machine Learning with Dual Process Models / H. Eidenberger, B. Klauninger, M. Unger / Talk: 5th International Conference on Pattern Recognition Applications and Methods, Rom; 2016-02-24 - 2016-02-26; in: "Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods", (2016), ISBN: 989-758-173-1; 148 - 153
- Similarity Assessment as a Dual Process Model of Counting and Measuring / H. Eidenberger, B. Klauninger / Talk: 5th International Conference on Pattern Recognition Applications and Methods, Rom; 2016-02-24 - 2016-02-26; in: "Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods", (2016), ISBN: 989-758-173-1; 141 - 147
- Sicherer Fallschirmsprung im Virtual Jump Simulator / H. Eidenberger, A. Mossel / iX - Magazin für Professionelle Informationstechnik (invited), 5 (2016), 84 - 89
2015
- Indoor Skydiving in Immersive Virtual Reality with Embedded Storytelling / H. Eidenberger, A. Mossel / Talk: ACM Symposium on Virtual Reality Software and Technology (VRST), Beijing, China; 2015-11-13 - 2015-11-15; in: "Proceedings of the ACM Symposium on Virtual Reality Software and Technology (VRST)", Proceedings of the 21st ACM Symposium on Virtual Reality Software and Technology, (2015), ISBN: 978-1-4503-3990-2; 9 - 12
2014
- Gestalt Interest Points for Image Description in Weight-Invariant Face Recognition / M. Hörhan, H. Eidenberger / Talk: SPIE Visual Communications and Image Processing Conference, Paris, FR; 2014-09-17 - 2014-09-20; in: "SPIE Visual Communications Proceedings", SPIE, (2014)
- Categorization and Machine Learning: The Modeling of Human Understanding in Computers / H. Eidenberger / atpress, Wien, 2014, ISBN: 978-3735761903; 256 pages
- Software ohne Gewähr / H. Eidenberger / Sachverständige, 1 (2014), 2 - 6
2013
- Qualität nach Maß / H. Eidenberger / iX - Magazin für Professionelle Informationstechnik, 2 (2013), 132 - 136
- New Content-Based Features for the Distinction of Violent Videos and Martial Arts / M. Hörhan, H. Eidenberger / in: "Proceedings of the International Conference on Acoustics, Speech, and Signal Processing", issued by: IEEE; IEEE Press, Piscataway, 2013
2012
- Professional Media Understanding / H. Eidenberger / atpress, Wien, 2012, ISBN: 978-3-844-808308; 256 pages
- Handbook of Multimedia Information Retrieval / H. Eidenberger / atpress, Vienna, 2012, ISBN: 978-3848222834; 660 pages
- Frontiers of Media Understanding / H. Eidenberger / atpress, Vienna, 2012, ISBN: 978-3848210923; 244 pages
2011
- Fundamental Media Understanding / H. Eidenberger / atpress, Wien, 2011, ISBN: 978-3-842-37917-6; 230 pages
2009
- On Feature Selection in Environmental Sound Recognition / D. Mitrovic, M. Zeppelzauer, H. Eidenberger / Talk: ELMAR 2009, Zadar, Kroatien; 2009-09-28 - 2009-09-30; in: "Proceedings ELMAR-2009", (2009), ISBN: 978-953-7044-10-7; 201 - 204
2008
- Evaluation of content-based Features for User-Centred Image Retrieval in Small Media Collections / H. Eidenberger, M. Zaharieva / Talk: SPIE IS&T Electronic Imaging Conference, San Jose, Kalifornien; 2008-01-27 - 2008-01-31; in: "Proceedings of SPIE IS&T Electronic Imaging Conference 2008", SPIE Press, (2008)
- Werkzeuge für Medien-Streaming / H. Eidenberger / iX - Magazin für Professionelle Informationstechnik, 11 (2008), 135
- Strömungslehre / H. Eidenberger / iX - Magazin für Professionelle Informationstechnik, 11 (2008), 114 - 116
- Review von Wiki-Engines / H. Eidenberger et al. / iX - Magazin für Professionelle Informationstechnik, 12 (2008), 50 - 60
- Frameworks für Medienverarbeitung / H. Eidenberger / iX - Magazin für Professionelle Informationstechnik, 12 (2008), 122 - 125
2007
- Towards Integrated Authoring, Annotation, Retrieval, Adaptation, Personalization and Delivery of Multimedia Content / H. Eidenberger, S. Boll, S. Christodoulakis, D. Divotkey, K. Leopold, A. Martin, A. Perego, A. Scherp, C. Tsinaraki / Talk: DELOS Conference 2007, Tirrenia; 2007-02-13 - 2007-02-14; in: "Proceedings of DELOS Conference 2007", (2007)
- Semantics in Content-based Multimedia Retrieval / H. Eidenberger, M. Zaharieva / in: "Multimedia Semantics - The Role of Metadata", Springer, 2007, 151 - 174
- Im Medienzeitäther - Aktuelle Trends in der Multimedia-Forschung / H. Eidenberger / iX - Magazin für Professionelle Informationstechnik, 11 (2007), 116 - 121
- Evaluation of content-based image descriptors by statistical methods / H. Eidenberger / Multimedia Tools and Applications, Volume 5 (2007), Number 3; 241 - 258
- Handy sapiens / H. Eidenberger / iX, 2 (2007), 95 - 99
2006
- Kalman Filtering for Pose-invariant Face Recognition / H. Eidenberger / Talk: IEEE International Conference on Image Processing, Atlanta, GA; 2006-10-01 - 2006-10-04; in: "IEEE ICIP Proceedings", (2006)
- Kalman Filtering for Robust Identification of Face Images with Varying Expressions and Lighting Conditions / H. Eidenberger / Talk: IAPR ICPR 2006, Hongkong, China; 2006-08-13 - 2006-08-15; in: "IAPR ICPR 2006 Proceedings", (2006)
- Analysis of the Data Quality of Audio Descriptions of Environmental Sounds / D. Mitrovic, M. Zeppelzauer, H. Eidenberger / Talk: Fourth Special Workshop on Multimedia Semantics, Chania, Kreta, Griechenland; 2006-06-19 - 2006-06-21; in: "Fourth Special Workshop Proceedings", (2006), ISBN: 954-16-0039-5; 70 - 79
- Kalman Filtering for Illumination-invariant Face Recognition / H. Eidenberger / Talk: IEEE ELMAR 2006, Zadar, Croatia; 2006-06-01 - 2006-06-04; in: "Proceedings IEEE ELMAR 2006", (2006)
- Quaero (me) ante portas / H. Eidenberger / iX, 11 (2006), 118 - 122
- The 7th European Research Framework / H. Eidenberger / iX, 9 (2006), 114 - 117
- Evaluation and Analysis of Similarity Measures for Content-based Visual Information Retrieval / H. Eidenberger / ACM Multimedia Systems Journal, 3 (2006)
2005
- Content-based Querying Embedded in Multimedia Presentations / D. Divotkey, H. Eidenberger / Poster: IEEE Multimedia Signal Processing Workshop, Shanghai; 2005-10-30 - 2005-11-03; in: "Proceedings IEEE MMSP 2005", (2005)
- CoCoMA: Content and Context Aware Multimedia Content Retrieval, Delivery and / C. Breiteneder, H. Eidenberger / Poster: ECDL 2005, Vienna; 2005-09-04
- Gigabit Ethernet-based Parallel Video Processing / H. Eidenberger / Talk: IEEE Multimedia Modelling Conference, Melbourne, Australien; 2005-01-12 - 2005-01-14; in: "IEEE Multimedia Modelling Conference", (2005)
- Perl. Einführung in die Programmierung und Problemlösen / H. Eidenberger, E. Michlmayr / dpunkt.verlag, 2005, ISBN: 3-89864-320-4; 272 pages
- Web automatization with Mechanize / H. Eidenberger, E. Michlmayr / iX, 7 (2005), 142 - 145
- Artificial Intelligence and Query Execution Methods in the VizIR Framework / D. Divotkey, H. Eidenberger, R. Divotkey / ÖGAI Journal, 24 (2005), 2; 17 - 27
- Visual Information Retrieval / H. Eidenberger / iX, 2 (2005), 114 - 117
2004
- What are the potentials of the metadata standard MPEG-7? / H. Eidenberger / Talk: SNML 2004 Workshop, Salzburg; 2004-12-04; in: "Proceedings SNML 2004", (2004)
- Parallel Visual Information Retrieval in VizIR / H. Eidenberger / Talk: SPIE Information Technology and Communication Symposium, Philadelphia, USA; 2004-10-21 - 2004-10-24; in: "SPIE Information Technology and Communication Symposium", (2004)
- Visual Data Mining / H. Eidenberger / Talk: SPIE Information Technology and Communication Symposium, Philadelphia, USA; 2004-10-21 - 2004-10-24; in: "SPIE Information Technology and Communication Symposium", (2004)
- Modelling of Visual Feature Derivation in the VizIR Framework / H. Eidenberger / Talk: EURASIP European Signal Processing Conference, Wien; 2004-09-06 - 2004-09-09; in: "EURASIP European Signal Processing Conference", (2004)
- A Data Management Layer for Visual Information Retrieval / H. Eidenberger, R. Divotkey / Talk: ACM Multimedia Data Mining Workshop, Seattle, USA; 2004-08-23 - 2004-08-26; in: "ACM Multimedia Data Mining Workshop", (2004)
- A new method for visual descriptor evaluation / H. Eidenberger / Talk: SPIE Electronic Imaging Conference, San Jose, USA; 2004-01-26
- A new perspective on visual information retrieval / H. Eidenberger / Talk: SPIE Electronic Imaging Conference, San Jose, USA; 2004-01-26
- SMIL and SVG in teaching / H. Eidenberger / Talk: SPIE Electronic Imaging Conference, San Jose, USA; 2004-01-25
- A Video Browsing Application based on visual MPEG-7 Descriptors and Self-Organising Maps / H. Eidenberger / International Journal of Fuzzy Systems, 3 (2004)
- Statistical analysis of MPEG-7 image descriptions / H. Eidenberger / ACM Multimedia Systems Journal, 2 (2004)
- OpenML - Media from the belt / H. Eidenberger / iX, 4 (2004), 126 - 131
2003
- Media handling for visual information retrieval in VizIR / H. Eidenberger / Talk: SPIE Visual Communications and Image Processing Conference, Lugano, Switzerland; 2003-07-21
- How good are the visual MPEG-7 features? / H. Eidenberger / Talk: SPIE Visual Communications and Image Processing Conference, Lugano, Switzerland; 2003-07-20
- Visual Similarity Measurement with the Feature Contrast Model / H. Eidenberger / Talk: SPIE Electronic Imaging Conference, Santa Clara, USA; 2003-01-24
- Medienverarbeitung in Java / H. Eidenberger, R. Divotkey / dpunkt.verlag, Heidelberg, 2003, ISBN: 3-89864-184-8; 272 pages
- Visual Similarity Measurement with the Feature Contrast Model / H. Eidenberger, C. Breiteneder / in: "SPIE Electronic Imaging Conference", SPIE, 2003, ISBN: 0819448214
- A new perspective on visual information retrieval / H. Eidenberger / in: "SPIE Electronic Imaging Symposium", SPIE, 2003, ISBN: 0819448214
- A new method for visual descriptor evaluation / H. Eidenberger / in: "SPIE Electronic Imaging Symposium", SPIE, 2003, ISBN: 0819448214
- SMIL and SVG in Teaching / H. Eidenberger / in: "SPIE Electronic Imaging Symposium", SPIE, 2003, ISBN: 0819448214
- Distance measures for MPEG-7-based retrieval / H. Eidenberger / in: "ACM Multimedia Information Retrieval Workshop", ACM Press, 2003, ISBN: 1581137222
- Media handling for visual information retrieval in VizIR / H. Eidenberger / in: "Visual Communications and Image Processing", SPIE, 2003, ISBN: 0819450235
- How good are the visual MPEG-7 features? / H. Eidenberger / in: "Visual Communications and Image Processing", SPIE, 2003, ISBN: 0819450235
- VizIR - A Framework for Visual Information Retrieval / H. Eidenberger, C. Breiteneder / Journal of Visual Languages and Computing, 14 (2003), 443 - 469
- The MPEG-7 standard for multimedia content description / H. Eidenberger / iX, 6 (2003), 110 - 113
- Multimedia 200x - Trends and perspectives / H. Eidenberger, S. Boll / iX, 09 (2003), 85 - 90
- SUNs free Java framework for media data / H. Eidenberger / iX, 5 (2003), 98 - 102
2002
- JEmblazoner: Construction of Coats of Arms Images from Textual Descriptions / C. Breiteneder, H. Eidenberger, M. Wasinger / in: "Proceedings of the European Conference on Electronic Imaging and the Visual Arts", EVA Conference, 2002, ISBN: 0819448214
- An Experimental Study on the Performance of Visual Information Retrieval Similarity Models / H. Eidenberger, C. Breiteneder / in: "Proceedings of the IEEE Workshop on Multimedia Signal Processing", IEEE Computer Society Press, St. Thomas, 2002, (published on CD)
- A Framework for User Interface Design in Visual Information Retrieval / H. Eidenberger, C. Breiteneder / in: "Proceedings of the IEEE Symposium on Multimedia Software Engineering", IEEE Computer Society Press, Newport Beach, CA, USA, 2002, ISBN: 0769518575
- Semantic Feature Layers in Content-based Image Retrieval: Implementation of Human World Features / H. Eidenberger, C. Breiteneder / in: "International Conference on Control, Automation, Robotics and Computer Vision", Elsevier Computer Science, 2002, (invited)
- VizlerControl: A Module-based Environment for Device Control based on Image Analysis / H. Eidenberger / in: "Proceedings of the Eurpean Conference on Electronic Imaging and the Visual Arts", EVA Conference, Berlin, 2002, ISBN: 3980702979
- Lookmark: A 2.5D Web Information Visualization System / C. Breiteneder, H. Eidenberger, G. Fiedler, M. Raab / in: "Proceedings of the Eurasian Conference on Advances in Information and Communication Technology", Springer, Shiraz, Iran, 2002, ISBN: 3-540-00028-3, 93 - 101
- Macro-level Similarity Measurement in VizIR / H. Eidenberger, C. Breiteneder / in: "Proceedings of the IEEE Multimedia Conference", IEEE Computer Society Press, Lausanne, 2002, ISBN: 0780373049
- A Framework for Visual Information Retrieval / H. Eidenberger, C. Breiteneder / in: "Proceedings of the Recent Advances in Visual Information Systems", Springer, 2002, ISSN: 0302-9743, 105 - 116
- SMIL 2.0: Markup Language for Multimedia Presentations / H. Eidenberger, S. Boll / iX, 11 (2002)
Supervisions
- Using Natural Language Processing to Measure the Consistency of Opinions Expressed by Politicians / Master Thesis by S. Zaruba / Supervisor: H. Eidenberger; Institut für Information Systems Engineering, 2021
- Self-Learning Optical Music Recognition / Doctoral Thesis by A. Pacha / Supervisor, Reviewer: H. Eidenberger, I. Fujinaga, O. Marques; Institute of Information Systems Engineering, 2019; oral examination: 2019-07-04
- Automated Prognosis of the Development of Cryptocurrency Prices / Master Thesis by L. Aumayr / Supervisor: H. Eidenberger; Visual Computing and Human-Centered Technology, 2019; final examination: 2019-06
- Kontrollflusstransformation von BPMN zu Asbru / Master Thesis by T. Tschach / Supervisor: H. Eidenberger, K. Kaiser; Softwaretechnik und Interaktive Systeme, 2013
- Visualizing and interactive modelling of process hierarchies / Master Thesis by H. Hirsch / Supervisor: H. Eidenberger, K. Kaiser; Softwaretechnik und Interaktive Systeme, 2013
- Content-based video summarization to Object Maps / Master Thesis by M. Martos / Supervisor: H. Eidenberger; Softwaretechnik und Interaktive Systeme, 2013
- Pattern-Based MIDI Composing / Master Thesis by J. Fellner / Supervisor: H. Eidenberger; Softwaretechnik und Interaktive Systeme, 2013
- Videosegmentierung durch Analyse audiovisueller Merkmale / Master Thesis by C. Fuchs / Supervisor: H. Eidenberger; Softwaretechnik und Interaktive Systeme, 2013
- BCI-Based Cursor Control Using EEG Sensorimotor Rhythms / Master Thesis by S. Böhm / Supervisor: H. Eidenberger; Softwaretechnik und Interaktive Systeme, 2013
- Intelligent Video Annotation and Retrieval Techniques / Doctoral Thesis by R. Sorschag / Supervisor, Reviewer: H. Eidenberger, A. Scherp; Softwaretechnik und Interaktive Systeme, 2012
- Emotionsbasierte Videoverfremdung / Master Thesis by C. Fischl / Supervisor: H. Eidenberger; Softwaretechnik und Interaktive Systeme, 2012
- System zum Vergleich von Interest-Point-Detektoren / Master Thesis by P. Eisele / Supervisor: H. Eidenberger; Softwaretechnik und Interaktive Systeme, 2012
- A Java-Based Media Server / Master Thesis by H. Psaier / Supervisor: H. Eidenberger; 188/2, 2005