Matthias Zeppelzauer

Orcid: 0000-0003-0413-4746

According to our database1, Matthias Zeppelzauer authored at least 81 papers between 2006 and 2023.

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Bibliography

2023
On the Robustness and Generalization Ability of Building Footprint Extraction on the Example of SegNet and Mask R-CNN.
Remote. Sens., April, 2023

Case Study: Ensemble Decision-Based Annotation of Unconstrained Real Estate Images.
CoRR, 2023

Explainable Machine Learning in Human Gait Analysis: A Study on Children With Cerebral Palsy.
IEEE Access, 2023

AIT_FHSTP at EXIST 2023 Benchmark: Sexism Detection by Transfer Learning, Sentiment and Toxicity Embeddings and Hand-Crafted Features.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022
Machine unlearning: linear filtration for logit-based classifiers.
Mach. Learn., 2022

Explaining Machine Learning Models for Clinical Gait Analysis.
ACM Trans. Comput. Heal., 2022

Explaining machine learning models for age classification in human gait analysis.
CoRR, 2022

Explaining automated gender classification of human gait.
CoRR, 2022

Explaining YOLO: Leveraging Grad-CAM to Explain Object Detections.
CoRR, 2022

Real Estate Attribute Prediction from Multiple Visual Modalities with Missing Data.
CoRR, 2022

Trustworthy Visual Analytics in Clinical Gait Analysis: A Case Study for Patients with Cerebral Palsy.
CoRR, 2022

Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models - AIT_FHSTP@EXIST2022.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

2021
A Taxonomy of Property Measures to Unify Active Learning and Human-centered Approaches to Data Labeling.
ACM Trans. Interact. Intell. Syst., 2021

Automatic Sexism Detection with Multilingual Transformer Models.
CoRR, 2021

Bounded logit attention: Learning to explain image classifiers.
CoRR, 2021

k-Anonymity in practice: How generalisation and suppression affect machine learning classifiers.
Comput. Secur., 2021

ProSeCo: Visual analysis of class separation measures and dataset characteristics.
Comput. Graph., 2021

Correction to: Where do university graduates live? - a computer vision approach using satellite images.
Appl. Intell., 2021

Where do university graduates live? - A computer vision approach using satellite images.
Appl. Intell., 2021

Persistence codebooks for topological data analysis.
Artif. Intell. Rev., 2021

Automatic Sexism Detection with Multilingual Transformer Models AIT FHSTP@EXIST2021.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

AIT_FHSTP at GermEval 2021: Automatic Fact Claiming Detection with Multilingual Transformer Models.
Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, 2021

Multimodal Detection of Information Disorder from Social Media.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2020
Film and Video Analysis in the Digital Humanities - An Interdisciplinary Dialog.
Digit. Humanit. Q., 2020

SepEx: Visual Analysis of Class Separation Measures.
Proceedings of the 11th International EuroVis Workshop on Visual Analytics, 2020

2019
KAVAGait: Knowledge-Assisted Visual Analytics for Clinical Gait Analysis.
IEEE Trans. Vis. Comput. Graph., 2019

On the Understanding and Interpretation of Machine Learning Predictions in Clinical Gait Analysis Using Explainable Artificial Intelligence.
CoRR, 2019

Visual Analysis of Degree-of-Interest Functions to Support Selection Strategies for Instance Labeling.
Proceedings of the 10th International EuroVis Workshop on Visual Analytics, 2019

Estimation of Flood Level from Social Media Images.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Persistence Bag-of-Words for Topological Data Analysis.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Towards Distinction of Rock Art Pecking Styles with a Hybrid 2D/3D Approach.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018
VIAL: a unified process for visual interactive labeling.
Vis. Comput., 2018

Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study.
IEEE Trans. Vis. Comput. Graph., 2018

Automatic Classification of Functional Gait Disorders.
IEEE J. Biomed. Health Informatics, 2018

Poster abstract: predicting heating energy demand by computer vision.
Comput. Sci. Res. Dev., 2018

A study on topological descriptors for the analysis of 3D surface texture.
Comput. Vis. Image Underst., 2018

Persistence Codebooks for Topological Data Analysis.
CoRR, 2018

Towards User-Centered Active Learning Algorithms.
Comput. Graph. Forum, 2018

Personalized Visual-Interactive Music Classification.
Proceedings of the 9th International EuroVis Workshop on Visual Analytics, 2018

Learning from the Best - Visual Analysis of a Quasi-Optimal Data Labeling Strategy.
Proceedings of the 20th Eurographics Conference on Visualization, 2018

SoniControl - A Mobile Ultrasonic Firewall.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Automatic Prediction of Building Age from Photographs.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Visual Estimation of Building Condition with Patch-level ConvNets.
Proceedings of the 2018 ACM Workshop on Multimedia for Real Estate Tech, 2018

Detection of Road Passability from Social Media and Satellite Images.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Computergestützte Film- und Videoanalyse.
Proceedings of the 5. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2018

2017
A study on skeletonization of complex petroglyph shapes.
Multim. Tools Appl., 2017

A Unified Process for Visual-Interactive Labeling.
Proceedings of the 8th International EuroVis Workshop on Visual Analytics, 2017

Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 3: IVAPP, Porto, Portugal, February 27, 2017

Towards Automated Real Estate Assessment from Satellite Images with CNNs.
Proceedings of the 10th Forum Media Technology and 3rd All Around Audio Symposium, 2017

The 3D-Pitoti Dataset: A Dataset for high-resolution 3D Surface Segmentation.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

2016
Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization.
ACM Journal on Computing and Cultural Heritage, 2016

Multimodal classification of events in social media.
Image Vis. Comput., 2016

PetroSurf3D - A high-resolution 3D Dataset of Rock Art for Surface Segmentation.
CoRR, 2016

Topological Descriptors for 3D Surface Analysis.
Proceedings of the Computational Topology in Image Context - 6th International Workshop, 2016

2015
Cross-Platform Social Event Detection.
IEEE Multim., 2015

Social Event Mining in Large Photo Collections.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

UPC-UB-STP @ MediaEval 2015 Diversity Task: Iterative Reranking of Relevant Images.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Efficient image-space extraction and representation of 3D surface topography.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Interactive segmentation of rock-art in high-resolution 3D reconstructions.
Proceedings of the 2nd Digital Heritage International Congress, 2015

Cultural Event recognition with visual ConvNets and temporal models.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014
Unsupervised Selection of Robust Audio Feature Subsets.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Clustering and Retrieval of Social Events in Flickr.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Graph-Based Shape Similarity of Petroglyphs.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
Automated detection of elephants in wildlife video.
EURASIP J. Image Video Process., 2013

Acoustic detection of elephant presence in noisy environments.
Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, 2013

Automated social event detection in large photo collections.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Unsupervised Clustering of Social Events.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

2012
A Generic Approach for Social Event Detection in Large Photo Collections.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

2011
Gradual transition detection in historic film material - a systematic study.
ACM Journal on Computing and Cultural Heritage, 2011

Film Analysis of Archived Documentaries.
IEEE Multim., 2011

Retrieval of motion composition in film.
Digit. Creativity, 2011

Cross-Modal Analysis of Audio-Visual Film Montage.
Proceedings of 20th International Conference on Computer Communications and Networks, 2011

2010
Archive Film Comparison.
Int. J. Multim. Data Eng. Manag., 2010

Features for Content-Based Audio Retrieval.
Adv. Comput., 2010

Scene Segmentation in Artistic Archive Documentaries.
Proceedings of the HCI in Work and Learning, Life and Leisure, 2010

A Novel Trajectory Clustering Approach for Motion Segmentation.
Proceedings of the Advances in Multimedia Modeling, 2010

Camera Take Reconstruction.
Proceedings of the Advances in Multimedia Modeling, 2010

2009
Finding the Missing Piece: Content-Based Video Comparison.
Proceedings of the 11th IEEE International Symposium on Multimedia, 2009

2008
Analysis of Historical Artistic Documentaries.
Proceedings of the Ninth International Workshop on Image Analysis for Multimedia Interactive Services, 2008

2007
Analysis of the Data Quality of Audio Descriptions of Environmental Sounds.
J. Digit. Inf. Manag., 2007

2006
Discrimination and retrieval of animal sounds.
Proceedings of the 12th International Conference on Multi Media Modeling (MMM 2006), 2006


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