Markus Friedrich, M.Sc.

Markus Friedrich, M.Sc.

Lehrstuhl für Mobile und Verteilte Systeme

Ludwig-Maximilians-Universität München, Institut für Informatik

Oettingenstraße 67
80538 München

Raum E111

Telefon: +49 89 / 2180-9117

Fax: +49 89 / 2180-9148

Mail: markus.friedrich@ifi.lmu.de

Aufgabengebiet

  • 3D Rekonstruktion auf Basis von Punktwolken und Bildserien
  • Virtuelle und Augmentierte Realität
  • Machine Learning auf Audio- und Metadaten im Radioumfeld
  • Privatheitserhaltende Nutzerdatenverarbeitung

Sprechstunde

auf Anfrage

Veranstaltungen und Seminare

  • Praktikum iOS-Entwicklung
  • TIMS-Seminar
  • Oberseminar

Ausgeschriebene Abschlussarbeiten

Bei Interesse an einer Abschlussarbeit in meinem Themengebiet könnt ihr euch gerne bei mir melden. Dasselbe gilt, wenn ihr Ideen habt und glaubt, dass man sie mit meinem Themengebiet verbinden kann.

Ausgeschriebene Abschlussarbeiten findet ihr hier. Bei Interesse einfach melden oder vorbeikommen.

Abgeschlossene Abschlussarbeiten

  • Entwicklung einer IP-Radiostreaming-Applikation unter Einsatz reaktiver Programmierung
  • Surrogate-Assisted Genetic Algorithms for Interactive Recommendation Systems
  • Reduzierung der Benutzerinteraktion bei interaktiven evolutionären Algorithmen am Beispiel einer Applikation zur Musikkomposition
  • Interaktive Webanwendung zur Archetypischen Analyse mehrdimensionaler Datenmengen
  • Segmentierung und Klassifizierung von geometrischen Primitiven in 3D-Punktwolken mit neuronalen Netzen
  • Online-Erkennung von Strukturen in Gebäuden mittels mobiler Tiefensensoren
  • Constraint-based CSG-Tree Generation with Evolutionary Algorithms
  • Ein metadaten-basierter Empfehlungsdienst für Radiosender
  • Reduzierung redundanter Strukturen bei der CSG-Baum Extraktion mit Evolutionären Algorithmen
  • Methoden zur Privatsphäre-erhaltenden Nutzungsdatensammlung
  • Audiosignalbasierte Analyse und Klassifikation von Radioinhalten
  • Konzeption eines Audiodaten-basierten Empfehlungsdienstes für Hybrid-Radio mit Deep Learning

Publikationen

2019

  • M. Friedrich, F. Guimera Cuevas, A. Sedlmeier, and A. Ebert, "Evolutionary Generation of Primitive-Based Mesh Abstractions," in Proceedings of the 27th International Conference on Computer Graphics, Visualization and Computer Vision (WSCG), 2019.
    [BibTeX]
    @InProceedings{friedrich2019generation-mesh,
    author = {Friedrich, Markus and Guimera Cuevas, Felip and Sedlmeier, Andreas and Ebert, André},
    title = {Evolutionary Generation of Primitive-Based Mesh Abstractions},
    booktitle = {Proceedings of the 27th International Conference on Computer Graphics, Visualization and Computer Vision (WSCG)},
    year = {2019},
    owner = {mfriedrich},
    }
  • M. Friedrich, P. Fayolle, T. Gabor, and C. Linnhoff-Popien, "Optimizing Evolutionary CSG Tree Extraction," in Genetic and Evolutionary Computation Conference (GECCO), 2019.
    [BibTeX]
    @InProceedings{friedrich2019opt-evo-csg,
    author = {Friedrich, Markus and Fayolle, Pierre-Alain and Gabor, Thomas and Linnhoff-Popien, Claudia},
    title = {Optimizing Evolutionary CSG Tree Extraction},
    booktitle = {Genetic and Evolutionary Computation Conference (GECCO)},
    year = {2019},
    publisher = {ACM},
    owner = {mfriedrich},
    }
  • M. Friedrich, A. Ebert, C. Hahn, G. Schneider, L. Obermeier, A. Erk, and I. Jennes, "A Distributed Metadata Platform for Hybrid Radio Services," in 19th International Conference on Innovations for Community Services (I4CS 2019), 2019.
    [BibTeX]
    @InProceedings{friedrich2019distributed-metadata,
    Title = {A Distributed Metadata Platform for Hybrid Radio Services},
    Author = {Friedrich, Markus and Ebert, André and Hahn, Carsten and Schneider, Georg and Obermeier, Liza and Erk, Alexander and Jennes, Iris},
    Booktitle = {19th International Conference on Innovations for Community Services (I4CS 2019)},
    Year = {2019},
    Owner = {mfriedrich},
    }
  • T. Phan, L. Belzner, M. Kiermeier, M. Friedrich, K. Schmid, and C. Linnhoff-Popien, "Memory Bounded Open-Loop Planning in Large POMDPs using Thompson Sampling," in 33rd AAAI Conference on Artificial Intelligence (AAAI 2019), 2019.
    [BibTeX]
    @InProceedings{Phan2019,
    author = {Thomy Phan and Lenz Belzner and Marie Kiermeier and Markus Friedrich and Kyrill Schmid and Claudia Linnhoff-Popien},
    title = {Memory Bounded Open-Loop Planning in Large POMDPs using Thompson Sampling},
    booktitle = {33rd AAAI Conference on Artificial Intelligence (AAAI 2019)},
    year = {2019},
    __markedentry = {[gruttaue:]},
    owner = {tphan},
    }
  • S. Feld, A. Sedlmeier, M. Friedrich, J. Franz, and L. Belzner, "Bayesian Surprise in Indoor Environments," in Accepted at the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL ’19), 2019.
    [BibTeX]
    @InProceedings{feld2019bayesian,
    author = {Feld, Sebastian and Sedlmeier, Andreas and Friedrich, Markus and Franz, Jan and Belzner, Lenz},
    title = {Bayesian Surprise in Indoor Environments},
    booktitle = {Accepted at the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL ’19)},
    year = {2019},
    organization = {ACM}
    }
  • C. Hahn and M. Friedrich, "Using Existing Reinforcement Learning Libraries in Multi-Agent Scenarios," in 1st International Symposium on Applied Artificial Intelligence (ISAAI�19), 2019.
    [BibTeX]
    @InProceedings{hahn2019existing,
    author = {Carsten Hahn and Markus Friedrich},
    title = {Using Existing Reinforcement Learning Libraries in Multi-Agent Scenarios},
    booktitle = {1st International Symposium on Applied Artificial Intelligence (ISAAI�19)},
    year = {2019},
    owner = {chahn},
    }
  • A. Erk and M. Friedrich, "HRADIO – Hybrid Radio Everywhere for Everyone," Fernseh- und Kinotechnik Magazin (FKT), iss. 8, pp. 35-39, 2019.
    [BibTeX]
    @Article{Erk2019,
    Title = {HRADIO – Hybrid Radio Everywhere for Everyone},
    Author = {Alexander Erk and Markus Friedrich},
    Journal = {Fernseh- und Kinotechnik Magazin (FKT)},
    Year = {2019},
    Number = {8},
    Pages = {35-39},
    Owner = {mfriedrich},
    }

2018

  • M. Friedrich, S. Feld, T. Phan, and P. Fayolle, "Accelerating Evolutionary Construction Tree Extraction via Graph Partitioning," in Proceedings of the 26th International Conference on Computer Graphics, Visualization and Computer Vision (WSCG), 2018.
    [BibTeX]
    @InProceedings{friedrich2018accelerating,
    author = {Friedrich, Markus and Feld, Sebastian and Phan, Thomy and Fayolle, Pierre-Alain},
    title = {Accelerating Evolutionary Construction Tree Extraction via Graph Partitioning},
    booktitle = {Proceedings of the 26th International Conference on Computer Graphics, Visualization and Computer Vision (WSCG)},
    year = {2018},
    owner = {mfriedrich},
    }
  • S. Feld, M. Friedrich, and C. Linnhoff-Popien, "Optimizing Geometry Compression using Quantum Annealing," in Accepted at the IEEE Workshop on Quantum Communications and Information Technology 2018 (IEEE QCIT 2018), 2018, pp. 1-6.
    [BibTeX]
    @InProceedings{feld2018optimizing,
    author = {Feld, Sebastian and Friedrich, Markus and Linnhoff-Popien, Claudia},
    title = {Optimizing Geometry Compression using Quantum Annealing},
    booktitle = {Accepted at the IEEE Workshop on Quantum Communications and Information Technology 2018 (IEEE QCIT 2018)},
    year = {2018},
    pages = {1--6},
    }
  • M. Friedrich and K. Schmid, "A Virtual Reality Multi-Sensor 3d Reconstruction System," in 17. GI/ITG KuVS Fachgespräch Sensornetze, 2018.
    [BibTeX]
    @InProceedings{friedrich2018vr-rec,
    Title = {A Virtual Reality Multi-Sensor 3d Reconstruction System},
    Author = {Friedrich, Markus and Schmid, Kyrill},
    Booktitle = {17. GI/ITG KuVS Fachgespräch Sensornetze},
    Year = {2018},
    }

2012

  • C. Bender, K. Denker, M. Friedrich, K. Hirt, and G. Umlauf, "A Hand-held Laser Scanner based on Multi-camera Stereo-matching," in Visualization of Large and Unstructured Data Sets: Applications in Geospatial Planning, Modeling and Engineering-Proceedings of IRTG 1131 Workshop 2011, 2012.
    [BibTeX]
    @inproceedings{bender2012hand,
    title={A Hand-held Laser Scanner based on Multi-camera Stereo-matching},
    author={Bender, Christoph and Denker, Klaus and Friedrich, Markus and Hirt, Kai and Umlauf, Georg},
    booktitle={Visualization of Large and Unstructured Data Sets: Applications in Geospatial Planning, Modeling and Engineering-Proceedings of IRTG 1131 Workshop 2011},
    year={2012},
    organization={Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik}
    }