Institut für
Creative\Media/Technologies

Team

FH-Prof. Dipl.-Ing. Mag. Dr. Matthias Zeppelzauer

  • Senior Researcher
    Forschungsgruppe Media Computing
    Institut für Creative\Media/Technologies
  • Department Medien und Digitale Technologien
Arbeitsplatz: Heinrich Schneidmadl-Straße 15
T: +43/2742/313 228 652

Studiengänge

  • Smart Engineering (BA)

Departments

  • Medien und Digitale Technologien

Kurzprofil

  • Senior Researcher am Institut für Creative Media Technologies - Fachochschule St. Pölten
  • Bakkalaureatstudium Medieninformatik und Magisterstudium Computergraphik und Bildverarbeitung - Technische Universität Wien
  • Wirtschaftsinformatik - Universität Wien und Technische Universität Wien
  • 2011: Doktoratsstudium im Bereich Audio- und Videoanalyse und Mustererkennung - Technische Universität Wien
  • Forscher am Institut für Softwaretechnik und interaktive Systeme - Technische Universität Wien
  • Forschungsschwerpunkte: inhaltsbasierte Audioanalyse (Bioakustik, Geräuscherkennung, Signalverbesserung), Bild- und Videoanalyse (Videosegmentierung, Objekterkennung, Social Media Analysis, Life Logging), sowie Datamining (Feature Selektion, Clustering)
  • Mitglied in Programmkomitees zahlreicher Fachzeitschriften und Konferenzen im Multimediabereich

Ausgewählte Publikationen

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
Zeppelzauer, M., Zielinski, B., Juda, M., & Seidl, M. (2016). A Study on Topological Descriptors for the Analysis of 3D Surface Texture. Journal on Computer and System Sciences, 60.
Blumenstein, K., Wagner, M., Aigner, W., von Suess, R., Prochaska, H., Püringer, J., … Sedlmair, M. (2015). Interactive Data Visualization for Second Screen Applications: State of the Art and Technical Challenges. In H.-J. Schulz, B. Urban, & U. Freiherr von Lukas (Eds.), Proceedings of the International Summer School on Visual Computing (pp. 35–48). Rostock, Germany: Frauenhoferverlag.

Publikationen

Typen
Von
Bis
Kirchknopf, A., Slijepcevic, D., Zeppelzauer, M., & Seidl, M. (2018). Detection of Road Passability from Social Media and Satellite Images. Presented at the MediaEval"18, Sophia Antipolis, France.
Slijepcevic, D., Zeppelzauer, M., Schwab, C., Raberger, A.-M., Dumphart, B., Baca, A., … Horsak, B. (2018). P 011—Towards an optimal combination of input signals and derived representations for gait classification based on ground reaction force measurements. Gait & Posture, 65, 249–250. https://doi.org/10.1016/j.gaitpost.2018.06.155
Zeppelzauer, M., Ringot, A., & Taurer, F. (2018). SoniControl - A Mobile Ultrasonic Firewall. In Proceedings of the ACM International Conference on Multimedia. Seoul, South Korea: ACM Press. https://doi.org/10.1145/3240508.3241393
Zeppelzauer, M., Ringot, A., & Taurer, F. (2018, July). SoniControl - A Mobile Ultrasonic Firewall. Demo Talk presented at the ACM Multimedia 2018, Seoul, South Korea.
Zeppelzauer, M. (2018, June). IntelliGait - Automatic gait pattern analysis for robust classification of functional deficits. Invited Talk presented at the Build Well Being, St. Pölten, Austria.
Zeppelzauer, M. (2018, June). SoniControl – Die erste Ultraschall-Firewall für Handys. Keynote presented at the Digital Livestyle Preview, Munich, Germany.
Zeppelzauer, M. (2018, June). Persistence Codebooks for Topological Data Analysis. Conference Talk presented at the Algebraic Topology: Methods, Computation and Science (ATMCS8), IST Austria, Klosterneuburg, Austria.
Bernard, J., Zeppelzauer, M., Lehmann, M., Müller, M., & Sedlmair, M. (2018). Towards User-Centered Active Learning Algorithms. In Computer Graphics Forum (Vol. 37, pp. 121–132). Brno, Czech Republic. https://doi.org/10.1111/cgf.13406
Zeppelzauer, M. (2018, April). Content-Based Analysis of Stylistic Features in Archive Documentaries. Invited Talk presented at the Workshop on Computer-based Approaches for the Analysis of Film Style, Potsdam, Germany.
Zeppelzauer, M. (2018, December). Visual Pattern Discovery by Deep Learning for the Extraction of Building Characteristics. Invited Talk presented at the Jagiellonian University, Krakow, Poland.
Bernard, J., Zeppelzauer, M., Sedlmair, M., & Aigner, W. (2018). VIAL – A Unified Process for Visual-Interactive Labeling. The Visual Computer, 16. https://doi.org/10.1007/s00371-018-1500-3
Zeppelzauer, M. (2018, January). Automatic Approaches for the Analysis, Retrieval, and Annotation of Film and Video. Invited Talk presented at the DHd-Tagung 2018: Panel Computergestützte Film- und Videoanalyse, Köln, Deutschland.
Zielinski, B., Juda, M., & Zeppelzauer, M. (2018). Persistence Codebooks for Topological Data Analysis. ArXiv:1802.04852 [Cs, Math, Stat].
Zeppelzauer, M. (2018, July). On the principles of feature extraction for visual analysis in media history: a brief introduction. Invited Talk presented at the SEMIA Workshop 1, Amsterdam, Netherlands.
Zeppelzauer, M. (2018, January). Ultrasonic Communication Risks and Chances of a Novel Technology. Invited Talk presented at the Netzpolitischer Abend, Wien, Austria.
Zeppelzauer, M., Ringot, A., & Taurer, F. (2018). SoniControl-A Mobile Ultrasonic Firewall. In ACM Multimedia Conference. Seoul, South Korea: ACM.
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
Slijepcevic, D., Zeppelzauer, M., Schwab, C., Raberger, A.-M., Dumphart, B., Baca, A., … Horsak, B. (2018). Towards an optimal combination of input signals and derived representations for gait classification based on ground reaction force measurements. In Gait & Posture (Vol. 65, p. 249). https://doi.org/10.1016/j.gaitpost.2018.06.155
Wagner, M., Slijepcevic, D., Horsak, B., Rind, A., Zeppelzauer, M., & Aigner, W. (2018). KAVAGait: Knowledge-Assisted Visual Analytics for Clinical Gait Analysis. IEEE Transactions on Visualization and Computer Graphics (TVCG), 25(3), 1528–1542. https://doi.org/10.1109/TVCG.2017.2785271
Schwab, C., Slijepcevic, D., Zeppelzauer, M., Raberger, A.-M., Dumphart, B., Baca, A., … Horsak, B. (2018). IntelliGait: Automatische Gangmusteranalyse für die robuste Erkennung von Gangstörungen. In Tagungsband. Hamburg, Deutschland.
Seidl, M., Moser, T., Blumenstein, K., Zeppelzauer, M., & Iber, M. (Eds.). (2018). FMT 2018 - Proceedings of the 11th Forum Media Technology and 4th All Around Audio Symposium. CEUR-WS.org.
Koch, D., Despotovic, M., Sakeena, M., Döller, M., & Zeppelzauer, M. (2018). Visual Estimation of Building Condition with Patch-level ConvNets. Yokohama, Japan.
Ritter, C., Altenhofen, C., Zeppelzauer, M., Kuijper, A., Schreck, T., & Bernard, J. (2018). Personalized Visual-Interactive Music Classification. In EuroVis Workshop on Visual Analytics (EuroVA). The Eurographics Association. https://doi.org/10.2312/eurova.20181109
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
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. (2017, July). Automated Analysis, Retrieval and Annotation of Video and Film. Invited Talk presented at the Symposium Film Rechnen, University Regensburg, Germany.
Zeppelzauer, M. (2017, June). Acoustic Ultrasound Tracking. Invited Talk presented at the Fachkonferenz The Mobile Enterprise, Novomatic Forum, Vienna, Austria.
Poier, G., Seidl, M., Zeppelzauer, M., Reinbacher, C., Schaich, M., Bellandi, G., … Bischof, H. (2017). The 3D-Pitoti Dataset: A Dataset for high-resolution 3D Surface Segmentation. Florence.
Zeppelzauer, M. (2017, May). Retrieval Methods for Multimodal Media Data. Habilitation Proposition presented at the Propositions of Habilitation Candidates of the Faculty of Informatics, Vienna University of Technology, Austria.
Slijepcevic, D., Horsak, B., Schwab, C., Raberger, A.-M., Schüller, M., Baca, A., … Zeppelzauer, M. (2017). Ground reaction force measurements for gait classification tasks: Effects of different PCA-based representations. In Gait & Posture (Vol. 57, pp. 4–5). Trondheim, Norway. https://doi.org/10.1016/j.gaitpost.2017
Aigner, W., Moser, T., Blumenstein, K., Zeppelzauer, M., Iber, M., & Schmiedl, G. (2017). FMT 2017 - Proceedings of the 10th Forum Media Technology and 3rd All Around Audio Symposium. CEUR-WS.org.
Zeppelzauer, M., & Alexis Ringot. (2017, 17). Project SoniTalk. Invited Talk presented at the Netidee best of, Vienna, Austria.
Muhr, V., Despotovic, M., Koch, D., Döller, Mario, & Zeppelzauer, M. (2017). Towards Automated Real Estate Assessment from Satellite Images with CNNs. In In Proceedings of the 10th Forum Media Technology (FMT) (Vol. 2009, pp. 14–23). St. Pölten, Austria: CEUR Workshop Proceedings.
Zeppelzauer, M. (2017, September). Project SoniControl. Exhibition presented at the ARS Electronica Festival, Linz, Austria.
Zeppelzauer, M. (2017, 29). Ultrasonic Communication Risks and Chances of a Novel Technology. Invited Talk presented at the All Around Audio Symposium, St. Pölten, Austria.
Bernard, J., Ritter, C., Sessler, D., Zeppelzauer, M., Kohlhammer, J., & Fellner, D. (2017). Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis. In In Proceedings of 12th International Conference on Information Visualization, Theory and Applications.
Aigner, W., Schmiedl, G., Blumenstein, K., Zeppelzauer, M., & Iber, M. (Eds.). (2016). FMT 2016 - Proceedings of the 9th Forum Media Technology and 2nd All Around Audio Symposium. CEUR-WS.org.
Poier, G., Seidl, M., Zeppelzauer, M., Reinbacher, C., Schaich, M., Bellandi, G., … Bischof, H. (2016). PetroSurf3D - A high-resolution 3D Dataset of Rock Art for Surface Segmentation. arxiv.org.
Zeppelzauer, M., Poier, G., Seidl, M., Reinbacher, C., Schulter, Samuel, C., Breiteneder, C., & Bischof, Horst. (2016). Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization. ACM Journal on Computing and Cultural Heritage, 9(4).
Zeppelzauer, M. (2016, May). Carneval in Rio or St. Patricks Day? Detecting Events in Social Media. Invited Talk presented at the Vienna Data Science Meeting, Vienna, Austria.
Wieser, E., Seidl, M., & Zeppelzauer, M. (2016). A Study on Skeletonization of Complex Petroglyph Shapes. Multimedia Tools and Applications (Springer), 1–19. https://doi.org/10.1007/s11042-016-3395-1
Zeppelzauer, M., Zielinski, B., Juda, M., & Seidl, M. (2016). A Study on Topological Descriptors for the Analysis of 3D Surface Texture. Journal on Computer and System Sciences, 60.
Zeppelzauer, M., Zielinski, B., Juda, M., & Seidl, M. (2016). Topological descriptors for 3D surface analysis. In In Proceedings of 6th International Workshop on Computational Topology in Image Context (Vol. 9667, pp. 77–87). Marseilles, France: Springer. https://doi.org/10.1007/978-3-319-39441-1 8
Zeppelzauer, M., & Schopfhauser, D. (2016). Multimodal classification of events in social media. Image and Vision Computing. https://doi.org/http://dx.doi.org/10.1016/j.imavis.2015.12.004
Zeppelzauer, M. (2015). Acoustic Wildlife Monitoring. Presented at the All Around Audio: Products - Applications – Environments, St. Pölten, Austria.
Zeppelzauer, M., Poier, G., Seidl, M., Reinbacher, C., Breiteneder, C., & Bischof, H. (2015). Interactive Segmentation of Rock-Art in High-Resolution 3D Reconstructions. In Conference Proceedings of Digital Heritage 2015 Full Papers. Granada, Spain.
Zeppelzauer, M., Poier, G., Seidl, M., Reinbacher, C., Breiteneder, C., & Bischof, H. (2015). Interactive Segmentation of Rock-Art in High-Resolution 3D Reconstructions. In Conference Proceedings of Digital Heritage 2015 Full Papers. Granada, Spain.
Zeppelzauer, M., & Stöger, Angela, A. (2015). Establishing the fundamentals for an elephant early warning and monitoring system. BMC Research Notes, 8:409, 15. https://doi.org/10.1186/s13104-015-1370-y
Lidon, A., Bolanos, M., Seidl, M., Giro-i-Nieto, X., Radeva, P., & Zeppelzauer, M. (2015). UPC-UB-STP @ MediaEval 2015 Diversity Task: Iterative Reranking of Relevant Images. In MediaEval Workshop (p. 2). Wurzen, Germany: CEUR Workshop Proceedings.
Zeppelzauer, M., & Stöger, A. (2015). Establishing the fundamentals for an elephant early warning and monitoring system. BMC Research Notes, 8:409, 15. https://doi.org/doi:10.1186/s13104-015-1370-y
Zeppelzauer, M., & Stöger, A. (2015). Establishing the fundamentals for an elephant early warning and monitoring system. BMC Research Notes, 8:409, 15. https://doi.org/doi:10.1186/s13104-015-1370-y
Zeppelzauer, M., & Stöger, A. (2015). Establishing the fundamentals for an elephant early warning and monitoring system. BMC Research Notes, 8:409, 15. https://doi.org/doi:10.1186/s13104-015-1370-y
Blumenstein, K., Wagner, M., Aigner, W., von Suess, R., Prochaska, H., Püringer, J., … Sedlmair, M. (2015). Interactive Data Visualization for Second Screen Applications: State of the Art and Technical Challenges. In H.-J. Schulz, B. Urban, & U. Freiherr von Lukas (Eds.), Proceedings of the International Summer School on Visual Computing (pp. 35–48). Rostock, Germany: Frauenhoferverlag.
Zaharieva, M., Fabro, M. D., & Zeppelzauer, M. (2015). Cross-Platform Social Event Detection. IEEE Multimedia, 22, 14–26. https://doi.org/10.1109/MMUL.2015.31
Zaharieva, M., Fabro, M. D., & Zeppelzauer, M. (2015). Cross-Platform Social Event Detection. IEEE Multimedia, 22, 14–26. https://doi.org/10.1109/MMUL.2015.31
Zaharieva, M., Del Fabro, M., & Zeppelzauer, M. (2015). Cross-Platform Social Event Detection. IEEE Multimedia, 22(3), 14. https://doi.org/10.1109/MMUL.2015.31
Zeppelzauer, M., Wieser, E., & Seidl, M. (2015). A Novel Annotation Tool for Complex Petroglyph Shapes. Presented at the The Future of Datasets in Vision Workshop (in conjunction with CVPR 2015), Boston, Massachusetts, United States.
Zeppelzauer, M., Wieser, E., & Seidl, M. (2015). A Novel Annotation Tool for Complex Petroglyph Shapes. In The Future of Datasets in Vision Workshop (Vol. 1, p. 4). Boston, Massachusetts, United States.
Zaharieva, M., Zeppelzauer, M., Del Fabro, M., & Schopfhauser, D. (2015). Social Event Mining in Large Photo Collections (Best Paper Candidate). In ACM International Conference on Multimedia Retrieval (ICMR). ACM.
Salvador, A., Zeppelzauer, M., Manchón-Vizuente, D., Calafell, A., & Giró-i-Nieto, X. (2015). Cultural Event Recognition with Visual ConvNets and Temporal Models. In Proceedings of the CVPR Workshop ChaLearn Looking at People 2015. Boston, MA, USA: IEEE.
Salvador, A., Zeppelzauer, M., Manchón-Vizuente, D., Calafell, A., & Giró-i-Nieto, X. (2015). Cultural Event Recognition with Visual ConvNets and Temporal Models. In Proceedings of the CVPR Workshop ChaLearn Looking at People 2015. Boston, MA, USA: IEEE.
Zaharieva, M., Zeppelzauer, M., Del Fabro, M., & Schopfhauser, D. (2015). Social Event Mining in Large Photo Collections (Best Paper Candidate). In ACM International Conference on Multimedia Retrieval (ICMR). ACM.
Zeppelzauer, M., Wieser, E., & Seidl, M. (2015). A Novel Annotation Tool for Complex Petroglyph Shapes. In The Future of Datasets in Vision Workshop (in conjunction with CVPR 2015). Boston, MA, USA.
Salvador, A., Zeppelzauer, M., Manchón-Vizuente, D., Calafell, A., & Giró-i-Nieto, X. (2015). Cultural Event Recognition with Visual ConvNets and Temporal Models. In Proceedings of the CVPR Workshop ChaLearn Looking at People 2015. Boston, Massachusetts, United States: IEEE.
Zaharieva, M., Zeppelzauer, M., Del Fabro, M., & Schopfhauser, D. (2015). Social Event Mining in Large Photo Collections. In Proceedings of the International Conference on Multimedia Retrieval. Shanghai, China: ACM Press.
Blumenstein, K., Wagner, M., Aigner, W., von Suess, R., Prochaska, H., Zeppelzauer, M., & Sedlmair, M. (2015). Interactive Data Visualization for Second Screen Applications: State of the Art and Technical Challenges. Presented at the International SUMMER SCHOOL on Visual Computing, Rostock: H.-J. Schulz, B. Urban, & U. Freiherr von Lukas , Frauenhoferverlag.
Zeppelzauer, M., Wieser, E., & Seidl, M. (2015). A Novel Annotation Tool for Complex Petroglyph Shapes. In The Future of Datasets in Vision Workshop (in conjunction with CVPR 2015). Boston, MA, USA.
Seidl, M., Wieser, E., Zeppelzauer, M., Pinz, A., & Breiteneder, C. (2015). Graph-Based Shape Similarity of Petroglyphs. In L. Agapito, M. M. Bronstein, & C. Rother (Eds.), Computer Vision - ECCV 2014 Workshops (Vol. 8925, pp. 133–148). Springer International Publishing.
Zeppelzauer, M., & Seidl, M. (2015). Efficient Image-Space Extraction and Representation of 3D Surface Topography. In Conference Proceedings of ICIP - IEEE International Conference on Image Processing 2015. Quebec, Canada: IEEE.
Seidl, M., Wieser, E., Zeppelzauer, M., Pinz, A., & Breiteneder, C. (2015). Graph-Based Shape Similarity of Petroglyphs. In L. Agapito, M. M. Bronstein, & C. Rother (Eds.), Computer Vision - ECCV 2014 Workshops (Vol. 8925, pp. 133–148). Springer International Publishing. https://doi.org/10.1007/978-3-319-16178-5_9
Seidl, M., Wieser, E., Zeppelzauer, M., Pinz, A., & Breiteneder, C. (2015). Graph-Based Shape Similarity of Petroglyphs. In L. Agapito, M. M. Bronstein, & C. Rother (Eds.), Computer Vision - ECCV 2014 Workshops (Vol. 8925, pp. 133–148). Springer International Publishing.
Seidl, M., Wieser, E., Zeppelzauer, M., Pinz, A., & Breiteneder, C. (2015). Computer Vision - ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and 12, 2014, Proceedings, Part I. In L. Agapito, M. M. Bronstein, & C. Rother (Eds.) (pp. 133–148). Cham: Springer International Publishing.
Seidl, M., Wieser, E., Zeppelzauer, M., Pinz, A., & Breiteneder, C. (2015). Graph-Based Shape Similarity of Petroglyphs. In L. Agapito, M. M. Bronstein, & C. Rother (Eds.), Computer Vision - ECCV 2014 Workshops (Vol. 8925, pp. 133–148). Springer International Publishing. https://doi.org/10.1007/978-3-319-16178-5_9
Zeppelzauer, M., & Seidl, M. (2015). Efficient Image-Space Extraction and Representation of 3D Surface Topography. In To appear in Conference Proceedings of ICIP - IEEE International Conference on Image Processing 2015. Quebec, Canada: IEEE.
Zaharieva, M., Schopfhauser, D., Del Fabro, M., & Zeppelzauer, M. (2014). Clustering and Retrieval of Social Events in Flickr. In CEUR Workshop Proceedings (Vol. 1043, p. 2). Barcelona, Catalunya, Spain, October 16-17, 2014.
Seidl, M., Wieser, E., Zeppelzauer, M., Pinz, A., & Breiteneder, C. (2014). Graph-Based Shape Similarity of Petroglyphs. In Computer Vision - ECCV 2014 Workshops (Vol. 8925, pp. 133–148). Zurich, Swizerland: Springer International Publishing.
Seidl, M., Wieser, E., Zeppelzauer, M., Pinz, A., & Breiteneder, C. (2014). Graph-based Similarity of Petroglyphs. In VISART ""Where Computer Vision Meets Art."" Zürich, CH: Springer.
Seidl, M., Wieser, E., Zeppelzauer, M., Pinz, A., & Breiteneder, C. (2014). Graph-based Similarity of Petroglyphs. Zürich, CH: Springer.
Zeppelzauer, M. (2014, April). Multimedia Processing – From Ancient Rock Art to Social Web Media. Presented at the ERASMUS Antrittsbesuch, Jagiellonian University Krakau.
Zeppelzauer, M., Zaharieva, M., & Del Fabro, M. (2014). Unsupervised Clustering of Social Events (Vol. 1043).
Stöger, A., Zeppelzauer, M., & Baotic, A. (2014). Age group estimation in free-ranging African elephants based on acoustic cues of low-frequency rumbles. Bioacoustics, 23.
Zeppelzauer, M. (2013). Automated detection of elephants in wildlife video. EURASIP Journal on Image and Video Processing, 2013(1), 46. https://doi.org/10.1186/1687-5281-2013-46
Seidl, M., Zeppelzauer, M., Mitrović, D., & Breiteneder, C. (2011). Gradual transition detection in historic film material —a systematic study. J. Comput. Cult. Herit., 4(3), 10:1–10:18. https://doi.org/http://doi.acm.org/10.1145/2069276.2069279
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
Seidl, M., Zeppelzauer, M., & Breiteneder, C. (2010). A study of gradual transition detection in historic film material. In Proceedings of the second workshop on eHeritage and digital art preservation - eHeritage "10 (p. 13). Firenze, Italy. https://doi.org/10.1145/1877922.1877929

Projekte