Matthias Zeppelzauer

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 72

Top Venues

Publications

Eric Stumpe, Gernot Bodner, Francesco Flagiello, Matthias Zeppelzauer
3D Multimodal Image Registration for Plant Phenotyping. CoRR (2024)
Adrian Jaques Böck, Djordje Slijepcevic, Matthias Zeppelzauer
Exploring the Plausibility of Hate and Counter Speech Detectors with Explainable AI. CoRR (2024)
Miroslav Despotovic, Eric Stumpe, Wolfgang A. Brunauer, Matthias Lehner, Matthias Zeppelzauer
Predictive Assessment of the Interior Quality of Apartments Based on Multimodal Data with Variable Visual Input. SN Comput. Sci. 5 (6) (2024)
Matthias Matt, Matthias Zeppelzauer, Manuela Waldner
cVIL: Class-Centric Visual Interactive Labeling. CoRR (2024)
Djordje Slijepcevic, Matthias Zeppelzauer, Fabian Unglaube, Andreas Kranzl, Christian Breiteneder, Brian Horsak
Explainable Machine Learning in Human Gait Analysis: A Study on Children With Cerebral Palsy. IEEE Access 11 (2023)
Jaqueline Böck, Mina Schütz, Daria Liakhovets, Nathanya Queby Satriani, Andreas Babic, Djordje Slijepcevic, Matthias Zeppelzauer, Alexander Schindler
AIT_FHSTP at EXIST 2023 Benchmark: Sexism Detection by Transfer Learning, Sentiment and Toxicity Embeddings and Hand-Crafted Features. CLEF (Working Notes) (2023)
Muntaha Sakeena, Eric Stumpe, Miroslav Despotovic, David Koch, Matthias Zeppelzauer
On the Robustness and Generalization Ability of Building Footprint Extraction on the Example of SegNet and Mask R-CNN. Remote. Sens. 15 (8) (2023)
Miroslav Despotovic, Zedong Zhang, Eric Stumpe, Matthias Zeppelzauer
Case Study: Ensemble Decision-Based Annotation of Unconstrained Real Estate Images. CoRR (2023)
Raphael Beckmann, Cristian Blaga, Mennatallah El-Assady, Matthias Zeppelzauer, Jürgen Bernard
Interactive Visual Explanation of Incremental Data Labeling. EuroVA@EuroVis (2022)
Djordje Slijepcevic, Fabian Horst, Marvin Simak, Sebastian Lapuschkin, Anna-Maria Raberger, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer, Brian Horsak
Explaining machine learning models for age classification in human gait analysis. CoRR (2022)
Djordje Slijepcevic, Fabian Horst, Sebastian Lapuschkin, Brian Horsak, Anna-Maria Raberger, Andreas Kranzl, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer
Explaining Machine Learning Models for Clinical Gait Analysis. ACM Trans. Comput. Heal. 3 (2) (2022)
Eric Stumpe, Miroslav Despotovic, Zedong Zhang, Matthias Zeppelzauer
Real Estate Attribute Prediction from Multiple Visual Modalities with Missing Data. CoRR (2022)
Armin Kirchknopf, Djordje Slijepcevic, Ilkay Wunderlich, Michael Breiter, Johannes Traxler, Matthias Zeppelzauer
Explaining YOLO: Leveraging Grad-CAM to Explain Object Detections. CoRR (2022)
Thomas Baumhauer, Pascal Schöttle, Matthias Zeppelzauer
Machine unlearning: linear filtration for logit-based classifiers. Mach. Learn. 111 (9) (2022)
Daria Liakhovets, Mina Schütz, Jaqueline Böck, Medina Andresel, Armin Kirchknopf, Andreas Babic, Djordje Slijepcevic, Jasmin Lampert, Alexander Schindler, Matthias Zeppelzauer
Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models - AIT_FHSTP@EXIST2022. IberLEF@SEPLN (2022)
Alexander Rind, Djordje Slijepcevic, Matthias Zeppelzauer, Fabian Unglaube, Andreas Kranzl, Brian Horsak
Trustworthy Visual Analytics in Clinical Gait Analysis: A Case Study for Patients with Cerebral Palsy. CoRR (2022)
Fabian Horst, Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Raberger, Sebastian Lapuschkin, Wojciech Samek, Wolfgang Immanuel Schöllhorn, Christian Breiteneder, Brian Horsak
Explaining automated gender classification of human gait. CoRR (2022)
Mina Schütz, Jaqueline Boeck, Daria Liakhovets, Djordje Slijepcevic, Armin Kirchknopf, Manuel Hecht, Johannes Bogensperger, Sven Schlarb, Alexander Schindler, Matthias Zeppelzauer
Automatic Sexism Detection with Multilingual Transformer Models AIT FHSTP@EXIST2021. IberLEF@SEPLN (2021)
Djordje Slijepcevic, Maximilian Henzl, Lukas Daniel Klausner, Tobias Dam, Peter Kieseberg, Matthias Zeppelzauer
k-Anonymity in practice: How generalisation and suppression affect machine learning classifiers. Comput. Secur. 111 (2021)
Jürgen Bernard, Marco Hutter, Michael Sedlmair, Matthias Zeppelzauer, Tamara Munzner
A Taxonomy of Property Measures to Unify Active Learning and Human-centered Approaches to Data Labeling. ACM Trans. Interact. Intell. Syst. 11 (3-4) (2021)
Thomas Baumhauer, Djordje Slijepcevic, Matthias Zeppelzauer
Bounded logit attention: Learning to explain image classifiers. CoRR (2021)
David Koch, Miroslav Despotovic, Simon Thaler, Matthias Zeppelzauer
Where do university graduates live? - A computer vision approach using satellite images. Appl. Intell. 51 (11) (2021)
David Koch, Miroslav Despotovic, Simon Thaler, Matthias Zeppelzauer
Correction to: Where do university graduates live? - a computer vision approach using satellite images. Appl. Intell. 51 (11) (2021)
Mina Schütz, Jaqueline Boeck, Daria Liakhovets, Djordje Slijepcevic, Armin Kirchknopf, Manuel Hecht, Johannes Bogensperger, Sven Schlarb, Alexander Schindler, Matthias Zeppelzauer
Automatic Sexism Detection with Multilingual Transformer Models. CoRR (2021)
Jürgen Bernard, Marco Hutter, Matthias Zeppelzauer, Michael Sedlmair, Tamara Munzner
ProSeCo: Visual analysis of class separation measures and dataset characteristics. Comput. Graph. 96 (2021)
Armin Kirchknopf, Djordje Slijepcevic, Matthias Zeppelzauer
Multimodal Detection of Information Disorder from Social Media. CoRR (2021)
Matthias Zeppelzauer, Djordje Slijepcevic, Armin Kirchknopf
Multimodal Detection of Information Disorder from Social Media. CBMI (2021)
Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko
Persistence codebooks for topological data analysis. Artif. Intell. Rev. 54 (3) (2021)
Djordje Slijepcevic, Maximilian Henzl, Lukas Daniel Klausner, Tobias Dam, Peter Kieseberg, Matthias Zeppelzauer
k-Anonymity in Practice: How Generalisation and Suppression Affect Machine Learning Classifiers. CoRR (2021)
Jaqueline Böck, Daria Liakhovets, Mina Schütz, Armin Kirchknopf, Djordje Slijepcevic, Matthias Zeppelzauer, Alexander Schindler
AIT_FHSTP at GermEval 2021: Automatic Fact Claiming Detection with Multilingual Transformer Models. GermEval@KONVENS (2021)
Manuel Burghardt, Adelheid Heftberger, Johannes Pause, Niels-Oliver Walkowski, Matthias Zeppelzauer
Film and Video Analysis in the Digital Humanities - An Interdisciplinary Dialog. Digit. Humanit. Q. 14 (4) (2020)
Thomas Baumhauer, Pascal Schöttle, Matthias Zeppelzauer
Machine Unlearning: Linear Filtration for Logit-based Classifiers. CoRR (2020)
Jürgen Bernard, Marco Hutter, Matthias Zeppelzauer, Michael Sedlmair, Tamara Munzner
SepEx: Visual Analysis of Class Separation Measures. EuroVA@Eurographics/EuroVis (2020)
Markus Seidl, Matthias Zeppelzauer
Towards Distinction of Rock Art Pecking Styles with a Hybrid 2D/3D Approach. CBMI (2019)
Fabian Horst, Djordje Slijepcevic, Sebastian Lapuschkin, Anna-Maria Raberger, Matthias Zeppelzauer, Wojciech Samek, Christian Breiteneder, Wolfgang I. Schöllhorn, Brian Horsak
On the Understanding and Interpretation of Machine Learning Predictions in Clinical Gait Analysis Using Explainable Artificial Intelligence. CoRR (2019)
Julia Strebl, Djordje Slijepcevic, Armin Kirchknopf, Muntaha Sakeena, Markus Seidl, Matthias Zeppelzauer
Estimation of Flood Level from Social Media Images. MediaEval (2019)
Jürgen Bernard, Marco Hutter, Christian Ritter, Markus Lehmann, Michael Sedlmair, Matthias Zeppelzauer
Visual Analysis of Degree-of-Interest Functions to Support Selection Strategies for Instance Labeling. EuroVA@EuroVis (2019)
Markus Wagner, Djordje Slijepcevic, Brian Horsak, Alexander Rind, Matthias Zeppelzauer, Wolfgang Aigner
KAVAGait: Knowledge-Assisted Visual Analytics for Clinical Gait Analysis. IEEE Trans. Vis. Comput. Graph. 25 (3) (2019)
Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko
Persistence Bag-of-Words for Topological Data Analysis. IJCAI (2019)
Manuel Burghardt, Adelheid Heftberger, Claudia Müller-Birn, Johannes Pause, Niels-Oliver Walkowski, Matthias Zeppelzauer
Computergestützte Film- und Videoanalyse. DHd (2018)
Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko
Persistence Bag-of-Words for Topological Data Analysis. CoRR (2018)
David Koch, Miroslav Despotovic, Muntaha Sakeena, Mario Döller, Matthias Zeppelzauer
Visual Estimation of Building Condition with Patch-level ConvNets. CoRR (2018)
Matthias Zeppelzauer, Alexis Ringot, Florian Taurer
SoniControl - A Mobile Ultrasonic Firewall. ACM Multimedia (2018)
Jürgen Bernard, Marco Hutter, Markus Lehmann, Martin Müller, Matthias Zeppelzauer, Michael Sedlmair
Learning from the Best - Visual Analysis of a Quasi-Optimal Data Labeling Strategy. EuroVis (Short Papers) (2018)
Christian Ritter, Christian Altenhofen, Matthias Zeppelzauer, Arjan Kuijper, Tobias Schreck, Jürgen Bernard
Personalized Visual-Interactive Music Classification. EuroVA@EuroVis (2018)
Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Gorgas, Caterine Schwab, Michael Schüller, Arnold Baca, Christian Breiteneder, Brian Horsak
Automatic Classification of Functional Gait Disorders. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Armin Kirchknopf, Djordje Slijepcevic, Matthias Zeppelzauer, Markus Seidl
Detection of Road Passability from Social Media and Satellite Images. MediaEval (2018)
Jürgen Bernard, Matthias Zeppelzauer, Michael Sedlmair, Wolfgang Aigner
VIAL: a unified process for visual interactive labeling. Vis. Comput. 34 (9) (2018)
Matthias Zeppelzauer, Bartosz Zielinski, Mateusz Juda, Markus Seidl
A study on topological descriptors for the analysis of 3D surface texture. Comput. Vis. Image Underst. 167 (2018)
Matthias Zeppelzauer, Miroslav Despotovic, Muntaha Sakeena, David Koch, Mario Döller
Automatic Prediction of Building Age from Photographs. CoRR (2018)
Jürgen Bernard, Marco Hutter, Matthias Zeppelzauer, Dieter W. Fellner, Michael Sedlmair
Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Matthias Zeppelzauer, Miroslav Despotovic, Muntaha Sakeena, David Koch, Mario Döller
Automatic Prediction of Building Age from Photographs. ICMR (2018)
Miroslav Despotovic, Muntaha Sakeena, David Koch, Mario Döller, Matthias Zeppelzauer
Poster abstract: predicting heating energy demand by computer vision. Comput. Sci. Res. Dev. 33 (1-2) (2018)
Jürgen Bernard, Matthias Zeppelzauer, Markus Lehmann, Martin Müller, Michael Sedlmair
Towards User-Centered Active Learning Algorithms. Comput. Graph. Forum 37 (3) (2018)
Bartosz Zielinski, Mateusz Juda, Matthias Zeppelzauer
Persistence Codebooks for Topological Data Analysis. CoRR (2018)
David Koch, Miroslav Despotovic, Muntaha Sakeena, Mario Döller, Matthias Zeppelzauer
Visual Estimation of Building Condition with Patch-level ConvNets. RETech@ICMR (2018)
Matthias Zeppelzauer, Alexis Ringot, Florian Taurer
SoniControl - A Mobile Ultrasonic Firewall. CoRR (2018)
Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Gorgas, Caterine Schwab, Michael Schüller, Arnold Baca, Christian Breiteneder, Brian Horsak
Automatic Classification of Functional Gait Disorders. CoRR (2017)
Jürgen Bernard, Christian Ritter, David Sessler, Matthias Zeppelzauer, Jörn Kohlhammer, Dieter W. Fellner
Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis. CoRR (2017)
Ewald Wieser, Markus Seidl, Matthias Zeppelzauer
A study on skeletonization of complex petroglyph shapes. Multim. Tools Appl. 76 (6) (2017)
Markus Wagner, Djordje Slijepcevic, Brian Horsak, Alexander Rind, Matthias Zeppelzauer, Wolfgang Aigner
KAVAGait: Knowledge-Assisted Visual Analytics for Clinical Gait Analysis. CoRR (2017)
Matthias Zeppelzauer, Bartosz Zielinski, Mateusz Juda, Markus Seidl
A Study on Topological Descriptors for the Analysis of 3D Surface Texture. CoRR (2017)
Jürgen Bernard, Christian Ritter, David Sessler, Matthias Zeppelzauer, Jörn Kohlhammer, Dieter W. Fellner
Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis. VISIGRAPP (3: IVAPP) (2017)
Jürgen Bernard, Matthias Zeppelzauer, Michael Sedlmair, Wolfgang Aigner
A Unified Process for Visual-Interactive Labeling. EuroVA@EuroVis (2017)
Valentin Muhr, Miroslav Despotovic, David Koch, Mario Döller, Matthias Zeppelzauer
Towards Automated Real Estate Assessment from Satellite Images with CNNs. Forum Media Technology (2017)
Georg Poier, Markus Seidl, Matthias Zeppelzauer, Christian Reinbacher, Martin Schaich, Giovanna Bellandi, Alberto Marretta, Horst Bischof
The 3D-Pitoti Dataset: A Dataset for high-resolution 3D Surface Segmentation. CBMI (2017)
Matthias Zeppelzauer, Daniel Schopfhauser
Multimodal classification of events in social media. Image Vis. Comput. 53 (2016)
Matthias Zeppelzauer, Georg Poier, Markus Seidl, Christian Reinbacher, Samuel Schulter, Christian Breiteneder, Horst Bischof
Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization. ACM Journal on Computing and Cultural Heritage 9 (4) (2016)
Matthias Zeppelzauer, Bartosz Zielinski, Mateusz Juda, Markus Seidl
Topological descriptors for 3D surface analysis. CoRR (2016)
Georg Poier, Markus Seidl, Matthias Zeppelzauer, Christian Reinbacher, Martin Schaich, Giovanna Bellandi, Alberto Marretta, Horst Bischof
PetroSurf3D - A high-resolution 3D Dataset of Rock Art for Surface Segmentation. CoRR (2016)
Matthias Zeppelzauer, Daniel Schopfhauser
Multimodal Classification of Events in Social Media. CoRR (2016)
Matthias Zeppelzauer, Bartosz Zielinski, Mateusz Juda, Markus Seidl
Topological Descriptors for 3D Surface Analysis. CTIC (2016)
Matthias Zeppelzauer, Markus Seidl
Efficient Image-Space Extraction and Representation of 3D Surface Topography. CoRR (2015)
Aniol Lidon, Marc Bolaños, Markus Seidl, Xavier Giró-i-Nieto, Petia Radeva, Matthias Zeppelzauer
UPC-UB-STP @ MediaEval 2015 Diversity Task: Iterative Reranking of Relevant Images. MediaEval (2015)
Maia Zaharieva, Matthias Zeppelzauer, Manfred del Fabro, Daniel Schopfhauser
Social Event Mining in Large Photo Collections. ICMR (2015)
Matthias Zeppelzauer, Georg Poier, Markus Seidl, Christian Reinbacher, Christian Breiteneder, Horst Bischof, Samuel Schulter
Interactive segmentation of rock-art in high-resolution 3D reconstructions. Digital Heritage (2015)
Maia Zaharieva, Manfred del Fabro, Matthias Zeppelzauer
Cross-Platform Social Event Detection. IEEE Multim. 22 (3) (2015)
Matthias Zeppelzauer, Markus Seidl
Efficient image-space extraction and representation of 3D surface topography. ICIP (2015)
Amaia Salvador, Daniel Manchon-Vizuete, Andrea Calafell, Xavier Giró-i-Nieto, Matthias Zeppelzauer
Cultural Event recognition with visual ConvNets and temporal models. CVPR Workshops (2015)
Amaia Salvador, Matthias Zeppelzauer, Daniel Manchon-Vizuete, Andrea Calafell, Xavier Giró-i-Nieto
Cultural Event Recognition with Visual ConvNets and Temporal Models. CoRR (2015)
Maia Zaharieva, Daniel Schopfhauser, Manfred del Fabro, Matthias Zeppelzauer
Clustering and Retrieval of Social Events in Flickr. MediaEval (2014)
Gerhard Sageder, Maia Zaharieva, Matthias Zeppelzauer
Unsupervised Selection of Robust Audio Feature Subsets. SDM (2014)
Markus Seidl, Ewald Wieser, Matthias Zeppelzauer, Axel Pinz, Christian Breiteneder
Graph-Based Shape Similarity of Petroglyphs. ECCV Workshops (1) (2014)
Maia Zaharieva, Matthias Zeppelzauer, Christian Breiteneder
Automated social event detection in large photo collections. ICMR (2013)
Matthias Zeppelzauer, Maia Zaharieva, Manfred del Fabro
Unsupervised Clustering of Social Events. MediaEval (2013)
Matthias Zeppelzauer, Angela S. Stöger, Christian Breiteneder
Acoustic detection of elephant presence in noisy environments. MAED@ACM Multimedia (2013)
Matthias Zeppelzauer
Automated detection of elephants in wildlife video. EURASIP J. Image Video Process. 2013 (2013)
Matthias Zeppelzauer, Maia Zaharieva, Christian Breiteneder
A Generic Approach for Social Event Detection in Large Photo Collections. MediaEval (2012)
Markus Seidl, Matthias Zeppelzauer, Dalibor Mitrovic, Christian Breiteneder
Gradual transition detection in historic film material - a systematic study. ACM Journal on Computing and Cultural Heritage 4 (3) (2011)
Matthias Zeppelzauer, Maia Zaharieva, Dalibor Mitrovic, Christian Breiteneder
Retrieval of motion composition in film. Digit. Creativity 22 (4) (2011)
Maia Zaharieva, Dalibor Mitrovic, Matthias Zeppelzauer, Christian Breiteneder
Film Analysis of Archived Documentaries. IEEE Multim. 18 (2) (2011)
Matthias Zeppelzauer, Dalibor Mitrovic, Christian Breiteneder
Cross-Modal Analysis of Audio-Visual Film Montage. ICCCN (2011)
Maia Zaharieva, Matthias Zeppelzauer, Dalibor Mitrovic, Christian Breiteneder
Archive Film Comparison. Int. J. Multim. Data Eng. Manag. 1 (3) (2010)
Maia Zaharieva, Matthias Zeppelzauer, Christian Breiteneder, Dalibor Mitrovic
Camera Take Reconstruction. MMM (2010)
Dalibor Mitrovic, Stefan Hartlieb, Matthias Zeppelzauer, Maia Zaharieva
Scene Segmentation in Artistic Archive Documentaries. USAB (2010)
Matthias Zeppelzauer, Maia Zaharieva, Dalibor Mitrovic, Christian Breiteneder
A Novel Trajectory Clustering Approach for Motion Segmentation. MMM (2010)
Dalibor Mitrovic, Matthias Zeppelzauer, Christian Breiteneder
Features for Content-Based Audio Retrieval. Adv. Comput. 78 (2010)
Maia Zaharieva, Matthias Zeppelzauer, Dalibor Mitrovic, Christian Breiteneder
Finding the Missing Piece: Content-Based Video Comparison. ISM (2009)
Matthias Zeppelzauer, Dalibor Mitrovic, Christian Breiteneder
Analysis of Historical Artistic Documentaries. WIAMIS (2008)
Dalibor Mitrovic, Matthias Zeppelzauer, Horst Eidenberger
Analysis of the Data Quality of Audio Descriptions of Environmental Sounds. J. Digit. Inf. Manag. 5 (2) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matthias Zeppelzauer