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ORCIDMarkus Mühling
Person information
- affiliation: University of Marburg, Department of Mathematics and Computer Science, Germany
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Books and Theses
- 2015
[b1]Markus Mühling:
Visual Concept Detection in Images and Videos. University of Marburg, 2015
Journal Articles
- 2022
- [j9]Markus Mühling
, Nikolaus Korfhage, Kader Pustu-Iren, Joanna Bars, Mario Knapp, Hicham Bellafkir, Markus Vogelbacher, Daniel Schneider, Angelika Hörth, Ralph Ewerth, Bernd Freisleben:
VIVA: visual information retrieval in video archives. Int. J. Digit. Libr. 23(4): 319-333 (2022) - 2021
- [j8]Daniel Schneider, Nikolaus Korfhage, Markus Mühling, Peter Lüttig, Bernd Freisleben:
Automatic Transcription of Organ Tablature Music Notation with Deep Neural Networks. Trans. Int. Soc. Music. Inf. Retr. 4(1): 14-28 (2021) - 2020
- [j7]Nikolaus Korfhage, Markus Mühling, Stephan Ringshandl, Anke Becker, Bernd Schmeck, Bernd Freisleben:
Detection and segmentation of morphologically complex eukaryotic cells in fluorescence microscopy images via feature pyramid fusion. PLoS Comput. Biol. 16(9) (2020) - 2019
- [j6]Markus Mühling, Manja Meister, Nikolaus Korfhage, Jörg Wehling, Angelika Hörth, Ralph Ewerth, Bernd Freisleben:
Content-based video retrieval in historical collections of the German Broadcasting Archive. Int. J. Digit. Libr. 20(2): 167-183 (2019) - 2018
- [j5]Johannes Drönner, Nikolaus Korfhage, Sebastian Egli, Markus Mühling, Boris Thies, Jörg Bendix, Bernd Freisleben, Bernhard Seeger:
Fast Cloud Segmentation Using Convolutional Neural Networks. Remote. Sens. 10(11): 1782 (2018) - 2017
- [j4]Markus Mühling, Nikolaus Korfhage, Eric Müller, Christian Otto, Matthias Springstein, Thomas Langelage, Uli Veith, Ralph Ewerth, Bernd Freisleben:
Deep learning for content-based video retrieval in film and television production. Multim. Tools Appl. 76(21): 22169-22194 (2017) - 2012
- [j3]Ralph Ewerth, Markus Mühling, Bernd Freisleben:
Robust Video Content Analysis via Transductive Learning. ACM Trans. Intell. Syst. Technol. 3(3): 41:1-41:26 (2012) - [j2]Ralph Ewerth, Khalid Ballafkir, Markus Mühling, Dominik Seiler, Bernd Freisleben:
Long-Term Incremental Web-Supervised Learning of Visual Concepts via Random Savannas. IEEE Trans. Multim. 14(4): 1008-1020 (2012) - 2007
- [j1]Ralph Ewerth, Markus Mühling, Bernd Freisleben:
Self-Supervised Learning of Face Appearances in TV Casts and Movies. Int. J. Semantic Comput. 1(2): 185-204 (2007)
Conference and Workshop Papers
- 2023
- [c25]Hicham Bellafkir, Markus Vogelbacher, Daniel Schneider, Valeryia Kizik, Markus Mühling, Bernd Freisleben:
Bird Species Recognition in Soundscapes with Self-supervised Pre-training. ISPR (2) 2023: 60-74 - [c24]Hicham Bellafkir, Markus Vogelbacher, Daniel Schneider, Markus Mühling, Nikolaus Korfhage, Bernd Freisleben:
Edge-Based Bird Species Recognition via Active Learning. NETYS 2023: 17-34 - [c23]Markus Vogelbacher, Hicham Bellafkir, Jannis Gottwald, Daniel Schneider, Markus Mühling, Bernd Freisleben:
Deep Learning for Recognizing Bat Species and Bat Behavior in Audio Recordings. SDS 2023: 50-57 - 2022
- [c22]Hicham Bellafkir, Markus Vogelbacher, Jannis Gottwald, Markus Mühling, Nikolaus Korfhage, Patrick Lampe, Nicolas Frieß, Thomas Nauss, Bernd Freisleben:
Bat Echolocation Call Detection and Species Recognition by Transformers with Self-attention. ISPR 2022: 189-203 - [c21]Jonas Höchst, Hicham Bellafkir, Patrick Lampe, Markus Vogelbacher, Markus Mühling, Daniel Schneider, Kim Lindner, Sascha Rösner, Dana G. Schabo, Nina Farwig, Bernd Freisleben:
Bird@Edge: Bird Species Recognition at the Edge. NETYS 2022: 69-86 - 2021
- [c20]Nikolaus Korfhage, Markus Mühling, Bernd Freisleben:
ElasticHash: Semantic Image Similarity Search by Deep Hashing with Elasticsearch. CAIP (2) 2021: 14-23 - 2020
- [c19]Nikolaus Korfhage, Markus Mühling, Bernd Freisleben:
Intentional Image Similarity Search. ANNPR 2020: 23-35 - [c18]Markus Mühling, Jakob Franz, Nikolaus Korfhage, Bernd Freisleben:
Bird Species Recognition via Neural Architecture Search. CLEF (Working Notes) 2020 - 2019
- [c17]Kader Pustu-Iren, Markus Mühling, Nikolaus Korfhage, Joanna Bars, Sabrina Bernhöft, Angelika Hörth, Bernd Freisleben, Ralph Ewerth:
Investigating Correlations of Inter-coder Agreement and Machine Annotation Performance for Historical Video Data. TPDL 2019: 107-114 - 2017
- [c16]Issam Elaalyani, Mohammed Erradi, Markus Mühling, Bernd Freisleben:
Current trends in text_spotting. WINCOM 2017: 1-6 - 2016
- [c15]Markus Mühling, Manja Meister, Nikolaus Korfhage, Jörg Wehling, Angelika Hörth, Ralph Ewerth, Bernd Freisleben:
Content-Based Video Retrieval in Historical Collections of the German Broadcasting Archive. TPDL 2016: 67-78 - 2015
- [c14]Markus Mühling, Ralph Ewerth, Bernd Freisleben:
Improving Cross-Domain Concept Detection via Object-Based Features. CAIP (2) 2015: 359-370 - 2012
- [c13]Markus Mühling, Ralph Ewerth, Jun Zhou, Bernd Freisleben:
Multimodal Video Concept Detection via Bag of Auditory Words and Multiple Kernel Learning. MMM 2012: 40-50 - 2011
- [c12]Markus Mühling, Ralph Ewerth, Bing Shi, Bernd Freisleben:
Multi-class Object Detection with Hough Forests Using Local Histograms of Visual Words. CAIP (1) 2011: 386-393 - [c11]Markus Mühling, Ralph Ewerth, Bernd Freisleben:
On the Spatial Extents of SIFT Descriptors for Visual Concept Detection. ICVS 2011: 71-80 - [c10]Markus Mühling, Khalid Ballafkir, Ralph Ewerth, Bernd Freisleben:
University of Marburg at TRECVID 2011: Semantic Indexing Task. TRECVID 2011 - 2010
- [c9]Markus Mühling, Ralph Ewerth, Bernd Freisleben:
University of Marburg at TRECVID 2010: Semantic Indexing. TRECVID 2010 - 2009
- [c8]Dominik Seiler, Ralph Ewerth, Steffen Heinzl, Thilo Stadelmann, Markus Mühling, Bernd Freisleben, Manfred Grauer:
Eine service-orientierte Grid-Infrastruktur zur Unterstützung medienwissenschaftlicher Filmanalyse. GeNeMe 2009: 79-89 - [c7]Markus Mühling, Ralph Ewerth, Bernd Freisleben:
Improving Semantic Video Retrieval via Object-Based Features. ICSC 2009: 109-115 - [c6]Markus Mühling, Ralph Ewerth, Thilo Stadelmann, Bernd Freisleben, Bing Shi:
University of Marburg at TRECVID 2009: High-Level Feature Extraction. TRECVID 2009 - 2008
- [c5]Markus Mühling, Ralph Ewerth, Thilo Stadelmann, Bernd Freisleben, Bing Shi:
University of Marburg at TRECVID 2008: High-Level Feature Extraction. TRECVID 2008 - 2007
- [c4]Markus Mühling, Ralph Ewerth, Thilo Stadelmann, Bernd Freisleben, René Weber, Klaus Mathiak:
Semantic video analysis for psychological research on violence in computer games. CIVR 2007: 611-618 - [c3]Markus Mühling, Ralph Ewerth, Thilo Stadelmann, Christian Zöfel, Bing Shi, Bernd Freisleben:
University of Marburg at TRECVID 2007: Shot Boundary Detection and High Level Feature Extraction. TRECVID 2007 - 2006
- [c2]Ralph Ewerth, Markus Mühling, Bernd Freisleben:
Self-Supervised Learning of Face Appearances in TV Casts and Movies. ISM 2006: 78-85 - [c1]Ralph Ewerth, Markus Mühling, Thilo Stadelmann, Ermir Qeli, Björn Agel, Dominik Seiler, Bernd Freisleben:
University of Marburg at TRECVID 2006: Shot Boundary Detection and Rushes Task Results. TRECVID 2006
Informal and Other Publications
- 2023
- [i3]Nikolaus Korfhage, Markus Mühling, Bernd Freisleben:
ElasticHash: Semantic Image Similarity Search by Deep Hashing with Elasticsearch. CoRR abs/2305.04710 (2023) - 2019
- [i2]Kader Pustu-Iren, Markus Mühling, Nikolaus Korfhage, Joanna Bars, Sabrina Bernhöft, Angelika Hörth, Bernd Freisleben, Ralph Ewerth:
Investigating Correlations of Inter-coder Agreement and Machine Annotation Performance for Historical Video Data. CoRR abs/1907.10450 (2019) - 2017
- [i1]Markus Mühling, Manja Meister, Nikolaus Korfhage, Jörg Wehling, Angelika Hörth, Ralph Ewerth, Bernd Freisleben:
Content-Based Video Retrieval in Historical Collections of the German Broadcasting Archive. CoRR abs/1702.03790 (2017)
Coauthor Index
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