Dr. Fabian Richter

Ehemaliger wissenschaftlicher Mitarbeiter
Lehrstuhl für maschinelles Sehen und Multimedia
Telefon: N/A
E-Mail:
Adresse:

Forschungsinteressen

  • Computer Vision & Image Processing
  • Machine Learning
  • Document Image Analysis
  • Object Detection and Recognition
  • Image Retrieval

Projekte

Veröffentlichungen

Dissertation

  • Fabian Richter, Virtual Reconstruction of Hand-Torn Documents using Discriminative ModelsDissertation, University of Augsburg, 2015 ( Info) [ PDF ]

Zeitschriftenartikel

  • Christian X. Ries, Fabian Richter, Rainer Lienhart.
    Towards Automatic Bounding Box Annotations from Weakly Labeled Images,
    Multimedia Tools and Applications, 2015 [ DOI 10.1007/s11042-014-2434-z]
  • Fabian Richter, Christian X. Ries, Nicolas Cebron, Rainer Lienhart.
    Learning to Reassemble Shredded Documents,
    IEEE Transactions on Multimedia, 2012 [ DOI 10.1109/TMM.2012.2235415]
  • Fabian Richter, Stefan Romberg, Eva Hörster, Rainer Lienhart.
    Leveraging Community Metadata for Multimodal Image Ranking,
    Springer, Special Issue on Multimedia Tools and Aplications, 2010 [ DOI 10.1007/s11042-010-0554-7]

Konferenzbeiträge

  • Fabian Richter, Christian Eggert, Rainer Lienhart.
    Fisher Vector Encoding of Micro Color Features for (Real World) Jigsaw Puzzles,
    International Conference on Document Analysis and Recognition (ICDAR), 2015 [ IEEE Xplore]
  • Fabian Richter, Christian X. Ries, Rainer Lienhart.
    Evaluation of Discriminative Models for the Reconstruction of Hand-Torn Documents,
    Asian Conference on Computer Vision (ACCV), Singapore, November 2014. [ PDF ] Published by Springer, [ link.springer.com]
  • Fabian Richter, Christian X. Ries, Stefan Romberg, Rainer Lienhart.
    Partial Contour Matching for Document Pieces with Content-Based Prior,
    IEEE International Conference on Multimedia and Expo 2014 (ICME), Chengdu, July 2014. [ PDF ] [ IEEE Xplore]
  • Christian X. Ries, Fabian Richter, Stefan Romberg, Rainer Lienhart.
    Automatic Object Annotation From Weakly Labeled Data With Latent Structured SVM,
    12th International Workshop on Content-Based Multimedia Indexing (CBMI) 2014, Klagenfurt, June 2014.
  • Christian X. Ries, Fabian Richter, Rainer Lienhart.
    Towards Automatic Object Annotations From Global Image Labels, 
    ACM International Conference on Multimedia Retrieval (ICMR) 2013, Dallas, April 2013.
  • Fabian Richter, Christian X. Ries, Rainer Lienhart.
    A Graph Algorithmic Framework for the Assembly of Shredded Documents,
    IEEE International Conference on Multimedia and Expo 2011 (ICME11), Barcelona, July 2011
    Also Technical Report 2011-05, University of Augsburg, Institute of Computer Science, March 2011 [ PDF ]
  • Nicolas Cebron, Fabian Richter and Rainer Lienhart.
    Towards Learning with Complementary Labels
    International Classification Conference (ICC), July 2011, St. Andrews, Scotland.
  • Fabian Richter, Stefan Romberg, Eva Hörster, Rainer Lienhart.
    Multimodal Ranking for Image Search on Community Databases
    11th ACM International Conference on Multimedia Information Retrieval (MIR2010), March 2010 [ DOI 10.1145/1743384.1743402]
    Also Technical Report 2011-07, University of Augsburg, Institute of Computer Science, March 2011 [ PDF ]

Diplomarbeit

  • Fabian Richter, Tag Relevance for Image Retrieval, University of Augsburg, October 2009. [ PDF ]

Lehre

  • SS 2015: Multimedia Projekt
  • WS 2014: Multimedia Projekt
  • SS 2014: Multimedia Projekt
  • SS 2014: Bayesian Networks (assistant to Prof. Dr. Rainer Lienhart)
  • WS 2013: Multimedia Projekt
  • SS 2013: Multimedia Projekt
  • WS 2012: Multimedia Projekt
  • WS 2012: Probabilistic Robotics (assistant to Prof. Dr. Rainer Lienhart)
  • SS 2012: Multimedia II: Media Mining (assistant to Prof. Dr. Rainer Lienhart)
  • SS 2012: Bayesian Networks (assistant to Prof. Dr. Rainer Lienhart)
  • WS 2011: Seminar: Multimediale Datenverarbeitung
  • WS 2011: Projektmodul: Multimedia Computing
  • SS 2011: Bayesian Networks (assistant to Prof. Dr. Rainer Lienhart)
  • SS 2011: Multimedia Projekt
  • WS 2010: Projektmodul: Multimedia Computing
  • SS 2010: Media Mining I (assistant to Prof. Dr. Rainer Lienhart)
  • SS 2010: Bayesian Networks (assistant to Prof. Dr. Rainer Lienhart)

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