Markus Mühling

According to our database, Markus Mühling authored at least 33 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Deep Learning for Recognizing Bat Species and Bat Behavior in Audio Recordings.

Markus Vogelbacher, Hicham Bellafkir, Jannis Gottwald, Daniel Schneider, Markus Mühling, Bernd Freisleben

Proceedings of the 10th IEEE Swiss Conference on Data Science, 2023

Edge-Based Bird Species Recognition via Active Learning.

Hicham Bellafkir, Markus Vogelbacher, Daniel Schneider, Markus Mühling, Nikolaus Korfhage, Bernd Freisleben

Proceedings of the Networked Systems - 11th International Conference, 2023

Bird Species Recognition in Soundscapes with Self-supervised Pre-training.

Hicham Bellafkir, Markus Vogelbacher, Daniel Schneider, Valeryia Kizik, Markus Mühling, Bernd Freisleben

Proceedings of the Intelligent Systems and Pattern Recognition, 2023

2022

VIVA: visual information retrieval in video archives.

Markus Mühling, Nikolaus Korfhage, Kader Pustu-Iren, Joanna Bars, Mario Knapp, Hicham Bellafkir, Markus Vogelbacher, Daniel Schneider, Angelika Hörth, Ralph Ewerth, Bernd Freisleben

Int. J. Digit. Libr., 2022

Bird@Edge: Bird Species Recognition at the Edge.

Jonas Höchst, Hicham Bellafkir, Patrick Lampe, Markus Vogelbacher, Markus Mühling, Daniel Schneider, Kim Lindner, Sascha Rösner, Dana G. Schabo, Nina Farwig, Bernd Freisleben

Proceedings of the Networked Systems - 10th International Conference, 2022

Bat Echolocation Call Detection and Species Recognition by Transformers with Self-attention.

Hicham Bellafkir, Markus Vogelbacher, Jannis Gottwald, Markus Mühling, Nikolaus Korfhage, Patrick Lampe, Nicolas Frieß, Thomas Nauss, Bernd Freisleben

Proceedings of the Intelligent Systems and Pattern Recognition, 2022

2021

Automatic Transcription of Organ Tablature Music Notation with Deep Neural Networks.

Daniel Schneider, Nikolaus Korfhage, Markus Mühling, Peter Lüttig, Bernd Freisleben

Trans. Int. Soc. Music. Inf. Retr., 2021

ElasticHash: Semantic Image Similarity Search by Deep Hashing with Elasticsearch.

Nikolaus Korfhage, Markus Mühling, Bernd Freisleben

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

Detection and segmentation of morphologically complex eukaryotic cells in fluorescence microscopy images via feature pyramid fusion.

Nikolaus Korfhage, Markus Mühling, Stephan Ringshandl, Anke Becker, Bernd Schmeck, Bernd Freisleben

PLoS Comput. Biol., 2020

Bird Species Recognition via Neural Architecture Search.

Markus Mühling, Jakob Franz, Nikolaus Korfhage, Bernd Freisleben

Proceedings of the Working Notes of CLEF 2020, 2020

Intentional Image Similarity Search.

Nikolaus Korfhage, Markus Mühling, Bernd Freisleben

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

2019

Content-based video retrieval in historical collections of the German Broadcasting Archive.

Markus Mühling, Manja Meister, Nikolaus Korfhage, Jörg Wehling, Angelika Hörth, Ralph Ewerth, Bernd Freisleben

Int. J. Digit. Libr., 2019

Investigating Correlations of Inter-coder Agreement and Machine Annotation Performance for Historical Video Data.

Kader Pustu-Iren, Markus Mühling, Nikolaus Korfhage, Joanna Bars, Sabrina Bernhöft, Angelika Hörth, Bernd Freisleben, Ralph Ewerth

Proceedings of the Digital Libraries for Open Knowledge, 2019

2018

Fast Cloud Segmentation Using Convolutional Neural Networks.

Johannes Drönner, Nikolaus Korfhage, Sebastian Egli, Markus Mühling, Boris Thies, Jörg Bendix, Bernd Freisleben, Bernhard Seeger

Remote. Sens., 2018

2017

Deep learning for content-based video retrieval in film and television production.

Markus Mühling, Nikolaus Korfhage, Eric Müller, Christian Otto, Matthias Springstein, Thomas Langelage, Uli Veith, Ralph Ewerth, Bernd Freisleben

Multim. Tools Appl., 2017

Current trends in text_spotting.

Issam Elaalyani, Mohammed Erradi, Markus Mühling, Bernd Freisleben

Proceedings of the International Conference on Wireless Networks and Mobile Communications, 2017

2015

Visual Concept Detection in Images and Videos.

Markus Mühling

PhD thesis, 2015

Improving Cross-Domain Concept Detection via Object-Based Features.

Markus Mühling, Ralph Ewerth, Bernd Freisleben

Proceedings of the Computer Analysis of Images and Patterns, 2015

2012

Long-Term Incremental Web-Supervised Learning of Visual Concepts via Random Savannas.

Ralph Ewerth, Khalid Ballafkir, Markus Mühling, Dominik Seiler, Bernd Freisleben

IEEE Trans. Multim., 2012

Robust Video Content Analysis via Transductive Learning.

Ralph Ewerth, Markus Mühling, Bernd Freisleben

ACM Trans. Intell. Syst. Technol., 2012

Multimodal Video Concept Detection via Bag of Auditory Words and Multiple Kernel Learning.

Markus Mühling, Ralph Ewerth, Jun Zhou, Bernd Freisleben

Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

2011

University of Marburg at TRECVID 2011: Semantic Indexing Task.

Markus Mühling, Khalid Ballafkir, Ralph Ewerth, Bernd Freisleben

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

On the Spatial Extents of SIFT Descriptors for Visual Concept Detection.

Markus Mühling, Ralph Ewerth, Bernd Freisleben

Proceedings of the Computer Vision Systems - 8th International Conference, 2011

Multi-class Object Detection with Hough Forests Using Local Histograms of Visual Words.

Markus Mühling, Ralph Ewerth, Bing Shi, Bernd Freisleben

Proceedings of the Computer Analysis of Images and Patterns, 2011

2010

University of Marburg at TRECVID 2010: Semantic Indexing.

Markus Mühling, Ralph Ewerth, Bernd Freisleben

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

2009

University of Marburg at TRECVID 2009: High-Level Feature Extraction.

Markus Mühling, Ralph Ewerth, Thilo Stadelmann, Bernd Freisleben, Bing Shi

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Improving Semantic Video Retrieval via Object-Based Features.

Markus Mühling, Ralph Ewerth, Bernd Freisleben

Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

Eine service-orientierte Grid-Infrastruktur zur Unterstützung medienwissenschaftlicher Filmanalyse.

Dominik Seiler, Ralph Ewerth, Steffen Heinzl, Thilo Stadelmann, Markus Mühling, Bernd Freisleben, Manfred Grauer

Proceedings of the Gemeinschaften in Neuen Medien (GeNeMe) 2009, Dresden, 2009

2008

University of Marburg at TRECVID 2008: High-Level Feature Extraction.

Markus Mühling, Ralph Ewerth, Thilo Stadelmann, Bernd Freisleben, Bing Shi

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

2007

Self-Supervised Learning of Face Appearances in TV Casts and Movies.

Ralph Ewerth, Markus Mühling, Bernd Freisleben

Int. J. Semantic Comput., 2007

University of Marburg at TRECVID 2007: Shot Boundary Detection and High Level Feature Extraction.

Markus Mühling, Ralph Ewerth, Thilo Stadelmann, Christian Zöfel, Bing Shi, Bernd Freisleben

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Semantic video analysis for psychological research on violence in computer games.

Markus Mühling, Ralph Ewerth, Thilo Stadelmann, Bernd Freisleben, René Weber, Klaus Mathiak

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006

University of Marburg at TRECVID 2006: Shot Boundary Detection and Rushes Task Results.

Ralph Ewerth, Markus Mühling, Thilo Stadelmann, Ermir Qeli, Björn Agel, Dominik Seiler, Bernd Freisleben

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006