Matthias Zeppelzauer
Privatdoz. Dipl.-Ing. Mag.rer.soc.oec. Dr.rer.oec. / Bakk.techn.
Research Focus
- Visual Computing and Human-Centered Technology: 100%
Research Areas
- Video Retrieval, Multimedia Multimedia Signal AnalysisSignal Analysis, Multimedia Retrieval, Digital Image Processing, audio processing, Audio Retrieval
Role
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Affiliated
Visual Analytics, E193-07
Projects
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Unusual sequences detection in very large video collections
2012 – 2016 / Vienna Science and Technology Fund (WWTF)
Publications: 122019 / 122033 / 122037 / 151314 / 38539 / 54896 / 54898 / 55298 / 55370 / 55742 / 55743 / 56063 / 56064 / 56127 / 56128 / 56442 / 56445 / 56487 / 56521 / 56525 / 56601 / 56606 / 57014 / 57028 / 86323 / 86324 -
Automatic Analysis of Elephant Vocalizations
2011 – 2015 / Austrian Science Fund (FWF) -
ProFiTex - Providing Fire Fighters with Technology for Excellent Work Safety
2009 – 2012 / European Commission -
Digital Formalism - The Vienna Vertov Collection
2007 – 2010 / Vienna Science and Technology Fund (WWTF) -
Delos
2004 – 2007 / European Commission
Publication: 51891 -
VizIR - A Framework for Visual Information Retrieval
2003 – 2006 / Austrian Science Fund (FWF)
Publications
2025
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Scalable Class-Centric Visual Interactive Labeling
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Matt, M., Sedlakova, J., Bernard, J., Zeppelzauer, M., & Waldner, M. (2025). Scalable Class-Centric Visual Interactive Labeling. COMPUTERS & GRAPHICS-UK, 129, Article 104240. https://doi.org/10.1016/j.cag.2025.104240
Project: JDE (2023–2026) -
Interactive discovery and exploration of visual bias in generative text‐to‐image models
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Eschner, J., Labadie‐Tamayo, R., Zeppelzauer, M., & Waldner, M. (2025). Interactive discovery and exploration of visual bias in generative text‐to‐image models. Computer Graphics Forum, Article e70135. https://doi.org/10.1111/cgf.70135
Download: PDF (44.1 MB)
Projects: FAIR-AI (2024–2026) / JDE (2023–2026)
2024
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cVIL: Class-Centric Visual Interactive Labeling
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Matt, M., Zeppelzauer, M., & Waldner, M. (2024). cVIL: Class-Centric Visual Interactive Labeling. In M. El-Assady & H.-J. Schulz (Eds.), Eurographics Proceedings. Eurographics. https://doi.org/10.2312/eurova.20241113
Project: JDE (2023–2026)
2019
- Retrieval of multimodal media data / Zeppelzauer, M. (2019). Retrieval of multimodal media data [Professorial Dissertation, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/158883
2017
- A Unified Process for Visual-Interactive Labeling / Bernard, J., Zeppelzauer, M., Sedlmair, M., & Aigner, W. (2017). A Unified Process for Visual-Interactive Labeling. In M. Sedlmair & C. Tominski (Eds.), EuroVis Workshop on Visual Analytics (EuroVA). Eurographics Association. https://doi.org/10.2312/eurova.20171123
- Automatic Classification of Functional Gait Disorders / Slijepcevic, D., Zeppelzauer, M., Gorgas, A.-M., Schwab, C., Schüller, M., Baca, A., Breiteneder, C., & Horsak, B. (2017). Automatic Classification of Functional Gait Disorders. IEEE Journal of Biomedical and Health Informatics, 22(5), 1653–1661. https://doi.org/10.1109/jbhi.2017.2785682
2016
- Interactive Segmentation of Rock-Art in High-Resolution 3D Reconstructions / Zeppelzauer, M., Poier, G., Seidl, M., Reinbacher, C., Breiteneder, C., & Bischof, H. (2016). Interactive Segmentation of Rock-Art in High-Resolution 3D Reconstructions. In Proceedings of the International Digital Heritage Conference (p. 8). http://hdl.handle.net/20.500.12708/56403
- Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization / Zeppelzauer, M., Poier, G., Seidl, M., Reinbacher, C., Schulter, S., Breiteneder, C., & Bischof, H. (2016). Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization. Journal on Computing and Cultural Heritage, 9. http://hdl.handle.net/20.500.12708/149989
2015
- Efficient image-space extraction and representation of 3D surface topography / Zeppelzauer, M., & Seidl, M. (2015). Efficient image-space extraction and representation of 3D surface topography. In 2015 IEEE International Conference on Image Processing (ICIP). IEEE International Conference on Image Processing (ICIP) 2015, Quebec, Canada. https://doi.org/10.1109/icip.2015.7351322
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Social Event Mining in Large Photo Collections
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Zaharieva, M., Zeppelzauer, M., Del Fabro, M., & Schopfhauser, D. (2015). Social Event Mining in Large Photo Collections. In ACM International Conference on Multimedia Retrieval (ICMR 2015) (p. 8). http://hdl.handle.net/20.500.12708/56064
Project: FAMOUS (2012–2016) -
Cross-Platform Social Event Detection
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Zaharieva, M., Fabro, M. D., & Zeppelzauer, M. (2015). Cross-Platform Social Event Detection. IEEE MultiMedia, 22(3), 14–25. https://doi.org/10.1109/mmul.2015.31
Project: FAMOUS (2012–2016)
2014
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Unsupervised Selection of Robust Audio Feature Subsets
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Sageder, G., Zaharieva, M., & Zeppelzauer, M. (2014). Unsupervised Selection of Robust Audio Feature Subsets. In Proceedings of the 2014 SIAM International Conference on Data Mining. 2014 SIAM International Conference on Data Mining, Philadelphia, United States of America (the). https://doi.org/10.1137/1.9781611973440.79
Project: FAMOUS (2012–2016) -
Clustering and Retrieval of Social Events in Flickr
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Zaharieva, M., Schopfhauser, P., Del Fabro, M., & Zeppelzauer, M. (2014). Clustering and Retrieval of Social Events in Flickr. In CEUR Workshop Proceedings of the MediaEval 2014 Multimedia Benchmark Workshop. MediaEval 2014, Barcelona, Spain. http://hdl.handle.net/20.500.12708/55743
Project: FAMOUS (2012–2016) - Towards an automated acoustic detection system for free-ranging elephants / Zeppelzauer, M., Hensman, S., & Stoeger, A. S. (2014). Towards an automated acoustic detection system for free-ranging elephants. BIOACOUSTICS-THE INTERNATIONAL JOURNAL OF ANIMAL SOUND AND ITS RECORDING, 24(1), 13–29. https://doi.org/10.1080/09524622.2014.906321
- Age-group estimation in free-ranging African elephants based on acoustic cues of low-frequency rumbles / Stoeger, A. S., Zeppelzauer, M., & Baotic, A. (2014). Age-group estimation in free-ranging African elephants based on acoustic cues of low-frequency rumbles. BIOACOUSTICS-THE INTERNATIONAL JOURNAL OF ANIMAL SOUND AND ITS RECORDING, 23(3), 231–246. https://doi.org/10.1080/09524622.2014.888375
- Graph-based Similarity of Petroglyphs / Seidl, M., Wieser, E., Zeppelzauer, M., Pinz, A., & Breiteneder, C. (2014). Graph-based Similarity of Petroglyphs. In VISART “Where Computer Vision Meets Art” (p. 9). Springer. http://hdl.handle.net/20.500.12708/55192
2013
- Automated detection of elephants in wildlife video / Zeppelzauer, M. (2013). Automated detection of elephants in wildlife video. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2013(46). https://doi.org/10.1186/1687-5281-2013-46
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Automated social event detection in large photo collections
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Zaharieva, M., Zeppelzauer, M., & Breiteneder, C. (2013). Automated social event detection in large photo collections. In Proceedings of the 3rd ACM conference on International conference on multimedia retrieval - ICMR ’13. ACM, Austria. ACM. https://doi.org/10.1145/2461466.2461495
Project: FAMOUS (2012–2016) -
Unsupervised Clustering of Social Events
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Zeppelzauer, M., Zaharieva, M., & Del Fabro, M. (2013). Unsupervised Clustering of Social Events. In CEUR Workshop Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop (p. 2). CEUR-WS.org. http://hdl.handle.net/20.500.12708/54898
Project: FAMOUS (2012–2016) - Acoustic detection of elephant presence in noisy environments / Zeppelzauer, M., Stöger, A. S., & Breiteneder, C. (2013). Acoustic detection of elephant presence in noisy environments. In Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data - MAED ’13. ACM, Austria. ACM. https://doi.org/10.1145/2509896.2509900
2012
- Visualizing Sound Emission of Elephant Vocalizations: Evidence for Two Rumble Production Types / Stoeger, A. S., Heilmann, G., Zeppelzauer, M., Ganswindt, A., Hensman, S., & Charlton, B. D. (2012). Visualizing Sound Emission of Elephant Vocalizations: Evidence for Two Rumble Production Types. PLoS ONE, 7(11), e48907. https://doi.org/10.1371/journal.pone.0048907
- Archive Film Material - A novel Challenge for Automated Film Analysis / Zeppelzauer, M., Mitrovic, D., & Breiteneder, C. (2012). Archive Film Material - A novel Challenge for Automated Film Analysis. The Frames Cinema Journal, 1(1). http://hdl.handle.net/20.500.12708/164963
2011
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Syntactic and semantic concepts in audio-visual media
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Mitrović, D., & Zeppelzauer, M. (2011). Syntactic and semantic concepts in audio-visual media [Dissertation, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-57253
Download: PDF (6.65 MB) - Retrieval of motion composition in film / Zeppelzauer, M., Zaharieva, M., Mitrović, D., & Breiteneder, C. (2011). Retrieval of motion composition in film. Digital Creativity, 22(4), 219–234. https://doi.org/10.1080/14626268.2011.622282
- Gradual transition detection in historic film material-a systematic study / Seidl, M., Zeppelzauer, M., Mitrovic, D., & Breiteneder, C. (2011). Gradual transition detection in historic film material-a systematic study. Journal on Computing and Cultural Heritage, 4(3). http://hdl.handle.net/20.500.12708/162933
- Film Analysis of Archive Documentaries / Zaharieva, M., Mitrovic, D., Zeppelzauer, M., & Breiteneder, C. (2011). Film Analysis of Archive Documentaries. IEEE MultiMedia, 18(2), 38–47. https://doi.org/10.1109/mmul.2010.67
- Automated Analysis and Retrieval of Archive Film / Zeppelzauer, M. (2011). Automated Analysis and Retrieval of Archive Film. 4. Forum Medientechnik, St. Pölten, Austria. http://hdl.handle.net/20.500.12708/85170
- Cross-Modal Analysis of Audio-Visual Film Montage / Zeppelzauer, M., Mitrovic, D., & Breiteneder, C. (2011). Cross-Modal Analysis of Audio-Visual Film Montage. In International Conference on Computer Communication and Netwirks (ICCCN) (p. 6). IEEE eXpress Conference Publishing. http://hdl.handle.net/20.500.12708/53697
- Retrieval of Visual Composition in Film / Mitrovic, D., Zeppelzauer, M., Zaharieva, M., & Breiteneder, C. (2011). Retrieval of Visual Composition in Film. In Proceedings 12th International Workshop on Image Analysis for Multimedia Interactive Services (p. 4). http://hdl.handle.net/20.500.12708/53631
2010
- A Study Of Gradual Transition Detection in Historic Film Material / Seidl, M., Zeppelzauer, M., & Breiteneder, C. (2010). A Study Of Gradual Transition Detection in Historic Film Material. In ACM Multimedia 2010 Workshop - Electronic Heritage and Digital Art Preservation (eHeritage) (p. 13). http://hdl.handle.net/20.500.12708/53264
- Features for Content-Based Audio Retrieval / Mitrovic, D., Zeppelzauer, M., & Breiteneder, C. (2010). Features for Content-Based Audio Retrieval. In Advances in Computers Volume 78 Improving the Web (pp. 71–150). Elsevier. http://hdl.handle.net/20.500.12708/26827
- Camera Take Reconstruction / Zaharieva, M., Zeppelzauer, M., Breiteneder, C., & Mitrovic, D. (2010). Camera Take Reconstruction. In S. Boll, Q. Tian, L. Zhang, Z. Zhang, & Y.-P. P. Chen (Eds.), Advances in Multimedia Modeling (pp. 379–388). Springer. https://doi.org/10.1007/978-3-642-11301-7_39
- Scene Segmentation in Artistic Archive Documentaries / Mitrovic, D., Hartlieb, S., Zeppelzauer, M., & Breiteneder, C. (2010). Scene Segmentation in Artistic Archive Documentaries. In HCI in Work and Learning, Life and Leisure (pp. 400–410). Springer-Verlag Berlin Heidelberg,. http://hdl.handle.net/20.500.12708/53277
- Archive Film Comparison / Zaharieva, M., Zeppelzauer, M., Mitrovic, D., & Breiteneder, C. (2010). Archive Film Comparison. International Journal of Multimedia Data Engineering and Management, 1(3), 41–56. http://hdl.handle.net/20.500.12708/167249
- A Novel Trajectory Clustering Approach for Motion Segmentation / Zeppelzauer, M., Zaharieva, M., Mitrovic, D., & Breiteneder, C. (2010). A Novel Trajectory Clustering Approach for Motion Segmentation. In Advances in Multimedia Modeling (pp. 433–443). Springer. http://hdl.handle.net/20.500.12708/53013
2009
- Finding the Missing Piece: Content-Based Video Comparison / Zaharieva, M., Zeppelzauer, M., Mitrovic, D., & Breiteneder, C. (2009). Finding the Missing Piece: Content-Based Video Comparison. In 2009 11th IEEE International Symposium on Multimedia. 11th IEEE International Symposium on Multimedia (ISM 2009), San Diego, USA, Non-EU. IEEE Computer Society. https://doi.org/10.1109/ism.2009.32
- 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
- Analysis of Historical Artistic Documentaries / Zeppelzauer, M., Mitrovic, D., & Breiteneder, C. (2008). Analysis of Historical Artistic Documentaries. In 2008 Ninth International Workshop on Image Analysis for Multimedia Interactive Services. Ninth International Workshop on Image Analysis for Multimedia Interactive Services, Klagenfurt, Austria. https://doi.org/10.1109/wiamis.2008.11
2006
- 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
- Discrimination and Retrieval of Animal Sounds / Mitrovic, D., Zeppelzauer, M., & Breiteneder, C. (2006). Discrimination and Retrieval of Animal Sounds. In Proceedings IEEE Multimedia Modeling Conference (pp. 339–343). http://hdl.handle.net/20.500.12708/51064
2005
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Discrimination and retrieval of animal sounds
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Zeppelzauer, M. (2005). Discrimination and retrieval of animal sounds [Master Thesis, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-16942
Download: PDF (698 KB)
Supervisions
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Human gait analysis : machine learning-based classification of gait disorders
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Slijepcevic, D. (2024). Human gait analysis : machine learning-based classification of gait disorders [Dissertation, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2024.124825
Download: PDF (11.3 MB) -
Class-centric visual interactive labeling using property measures
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Matt, M. (2024). Class-centric visual interactive labeling using property measures [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2024.102653
Download: PDF (4.55 MB) -
Weakly-supervised learning of visual object models
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Ince, S. A. (2017). Weakly-supervised learning of visual object models [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2017.51247
Download: PDF (17.8 MB) -
Entwicklung eines autonomen Überwachungssystems
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Buturovic, A. (2016). Entwicklung eines autonomen Überwachungssystems [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2016.39671
Download: PDF (5.27 MB) -
Erkennung sich wiederholender Ereignisse in Langzeitvideoaufnahmen
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Sedelmaier, A. (2016). Erkennung sich wiederholender Ereignisse in Langzeitvideoaufnahmen [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2016.25428
Download: PDF (12 MB) - Erkennung von Elephantenlauten anhand lokaler Spektralfeatures / Kropshofer, D. (2015). Erkennung von Elephantenlauten anhand lokaler Spektralfeatures [Diploma Thesis, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/158824
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Mobiles Lifelogging auf der Android-Plattform
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Hochstöger, R. (2013). Mobiles Lifelogging auf der Android-Plattform [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-47439
Download: PDF (6 MB) -
Face detection in historic documentaries with a cascaded classifier
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Schleser, T. (2009). Face detection in historic documentaries with a cascaded classifier [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-24738
Download: PDF (12 MB) - Schreiben mit dem Brain-Computer-Interface / Zeintlinger, M. (2009). Schreiben mit dem Brain-Computer-Interface [Diploma Thesis, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/186095