Projects
Publications
- 2024Thesis
Human Gait Analysis: Machine Learning-Based Classification of Gait Disorders
- 2021Publication
Local projections for high-dimensional outlier detection
- 2020Presentation
Robust and sparse k-means clustering in high dimension
- 2019Presentation
Robust k-means-based clustering for high-dimensional data
- 2019Thesis
An EEG- and ERP-based image ranking application
- 2018Publication
Guided projections for analyzing the structure of high-dimensional data
- 2017Publication
Unsupervised group feature selection for media classification
- 2017Presentation
Local projection for outlier detection
- 2017Presentation
Finding groups in large and high-dimensional data using a k-means-based algorithm
- 2017Presentation
Grouping and outlier detection using robust sparse clustering
- 2017Publication
Automatic Classification of Functional Gait Disorders
- 2017Thesis
Weakly-supervised learning of visual object models
- 2017Publication
Robust and sparse clustering for high-dimensional data
- 2016Presentation
Guided projections for analysising the structure of high dimensional data
- 2016Publication
Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization
- 2016Thesis
Computational analysis of petroglyphs
- 2016Thesis
Entwicklung eines autonomen Überwachungssystems
- 2016Publication
Interactive Segmentation of Rock-Art in High-Resolution 3D Reconstructions
- 2016Publication
Group Feature Selection for Audio-Based Video Genre Classification
- 2016Publication
Evaluation of robust PCA for supervised audio outlier detection
- 2016Thesis
Erkennung sich wiederholender Ereignisse in Langzeitvideoaufnahmen
- 2016Presentation
Group Detection in the Context of Imbalanced Data
- 2016Presentation
Forward Projection for High-Dimensional Data
- 2015Thesis
Video representation by recurring regions
- 2015Thesis
Erkennung von Elephantenlauten anhand lokaler Spektralfeatures
- 2015Publication
Evaluation of Robust PCA for Supervised Audio Outlier Detection
- 2015Publication
Simulation of Robust PCA for Supervised Audio Outlier Detection
- 2014Publication
Graph-based Similarity of Petroglyphs
- 2013Thesis
Mobiles Lifelogging auf der Android-Plattform
- 2013Publication
Automated social event detection in large photo collections
- 2013Publication
Acoustic detection of elephant presence in noisy environments
- 2012Publication
Archive Film Material - A novel Challenge for Automated Film Analysis
- 2012Publication
Advances in Multimedia Modeling
- 2012Publication
How to Select and Customize Object Recognition Approaches for an Application?
- 2012Publication
Recurring Element Detection in Movies
- 2012Publication
Automated Petroglyph Image Segmentation with Interactive Classifier Fusion
- 2011Thesis
Features in visual media analysis
- 2011Publication
Film Analysis of Archive Documentaries
- 2011Publication
Retrieval of motion composition in film
- 2011Publication
Gradual transition detection in historic film material-a systematic study
- 2011Publication
Retrieval of Visual Composition in Film
- 2011Publication
Cross-Modal Analysis of Audio-Visual Film Montage
- 2011Publication
Detection and Classification of Petroglyphs in Gigapixel Images
- 2011Thesis
Syntactic and semantic concepts in audio-visual media
- 2010Thesis
Unterstützung expliziter Articulation Work : Interaktive Externalisierung und Abstimmung mentaler Modelle
- 2010Thesis
Segmentation von Szenen in historischen Dokumentarfilmen
- 2010Publication
Archive Film Comparison
- 2010Publication
Features for Content-Based Audio Retrieval
- 2010Publication
A Novel Trajectory Clustering Approach for Motion Segmentation
- 2010Publication
Camera Take Reconstruction
- 2010Publication
A Study Of Gradual Transition Detection in Historic Film Material
- 2010Publication
Scene Segmentation in Artistic Archive Documentaries
- 2010Thesis
Visual Information Retrieval : automatisierte Klassifikation von Snowboardclips
- 2009Thesis
Face detection in historic documentaries with a cascaded classifier
- 2009Publication
Playmancer Project: A Serious Videogame as Additional Therapy Tool for Eating and Impulse Control Disorders
- 2009Publication
Finding the Missing Piece: Content-Based Video Comparison
- 2009Presentation
A Review of Serious Games as Psychological Support in Health
- 2009Thesis
Schreiben mit dem Brain-Computer-Interface
- 2008Thesis
Implementierung eines historischen 3D-Weltatlasses auf der Basis von X3D
- 2008Publication
Analysis of Historical Artistic Documentaries
- 2008Thesis
Musik-Genreklassifikation mit Hilfe von Hidden Markov Modellen
- 2006Publication
Towards a Taxonomy of Display Styles for Ubiquitious Multimedia
- 2006Publication
Discrimination and Retrieval of Animal Sounds
- 2005Thesis
A query algebra for ontology-enhanced management of multimedia meta objects
- 2005Presentation
CoCoMA: Content and Context Aware Multimedia Content Retrieval, Delivery and
- 2001Thesis
ZYX - towards flexible multimedia document models for reuse and adaption