Multimedia Computing and Computer Vision Lab

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Fabian Richter

From Multimedia Computing Lab - University of Augsburg


Main
  • Phone:
    • +49 (821) 598 4334
  • Room:
    • 1024, N

Research Interests

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

Projects

  • Reconstruction of shredded documents
  • Public dataset of shredded document
  • Image retrieval on large community databases
  • Object detection and segmentation

Publications

Dissertation

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

Journal Papers

  • 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

Conference Papers

  • 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 (to appear)
  • 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] [Original PDF from 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]

Diploma Thesis

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

Teaching

SS 15

WS 14/15

SS 14

WS 13/14

SS 13

WS 12/13

SS 12

WS 11/12

SS 11

WS 10/11

SS 10

  • Media Mining I (assistant to Prof. Dr. Rainer Lienhart)
  • Bayesian Networks (assistant to Prof. Dr. Rainer Lienhart)