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
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
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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
- 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
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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, EU. http://hdl.handle.net/20.500.12708/55743
Project: FAMOUS (2012–2016) -
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, Non-EU. https://doi.org/10.1137/1.9781611973440.79
Project: FAMOUS (2012–2016)
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
- 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
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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) - 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