Multimedia Computing and Computer Vision Lab

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Publications

From Multimedia Computing Lab - University of Augsburg


Books

  • Simon Hoffmann and Rainer Lienhart. OpenMP: Eine Einführung in die parallele Programmierung mit C/C++. Springer Verlag, April 2008, ISBN: 978-3-540-73122-1. (zur Verlagsseite) (Errata)

Book Chapters

  • Ina Döhring and Rainer Lienhart. Mining TV broadcasts 24/7 for Recurring Video Sequences. Chapter in Video Search and Mining. Studies in Computational Intelligence, Springer Berlin / Heidelberg, Volume 287, pp. 327-356, 2010. DOI: 10.1007/978-3-642-12900-1_13
  • Eva Hörster und Rainer Lienhart. Optimal Placement of Multiple Visual Sensors. Chapter in Multi-Camera Networks: Concepts and Applications, Elsevier, ISBN-13: 978-0-12-374633-7, 2009.
  • C. Gregor van den Boogaart, Rainer Lienhart. Visual Audio: An Interactive Tool for Analyzing and Editing of Audio in the Spectrogram. Interactive Video: Algorithms and Technologies, pp. 107-130, Springer Verlag, July 2006. Also Technical Report 2005-22, University of Augsburg, December 2005.
  • R. Lienhart, I. Kozintsev, D. Budnikov, I. Chikalov, and V. C. Raykar. Providing Common Time and Space in Distributed AV-Sensor Networks by Self-Calibration Book chapter in Intelligent Multimedia Processing with Soft Computing (Studies in Fuzziness and Soft Computing), Springer-Verlag, Nov. 2004. [PDF]

Journal Papers

  • Christian X. Ries, Fabian Richter, Rainer Lienhart. Towards automatic bounding box annotations from weakly labeled images. Multimedia Tools and Applications, Springer, January 2015. DOI: 10.1007/s11042-014-2434-z
  • Stefan Romberg, Rainer Lienhart. Bundle Min-Hashing. International Journal of Multimedia Information Retrieval, Springer, November 2013, Volume 2, Issue 4, pp 243-259. DOI: 10.1007/s13735-013-0040-x
  • Fabian Richter, Christian X. Ries, Nicolas Cebron, Rainer Lienhart. Learning to Reassemble Shredded Documents. IEEE Transactions on Multimedia, Dec 2012. DOI: 10.1109/TMM.2012.2235415
  • Christian X. Ries, Rainer Lienhart. A Survey on Visual Adult Image Recognition. Multimedia Tools and Applications, Springer, May 2012. DOI: 10.1007/s11042-012-1132-y
  • Nicolas Cebron. Active Improvement of Hierarchical Object Features under Budget Constraints, Frontiers of Computer Science, Springer, April 2012 (in press).
  • Fabian Richter, Stefan Romberg, Eva Hörster, Rainer Lienhart. Leveraging Community Metadata for Multimodal Image Ranking. Multimedia Tools and Applications, Springer Netherlands, pp. 1-28, 2010. DOI: 10.1007/s11042-010-0554-7
  • A. Hanjalic, R. Lienhart, W.-Y. Ma, J. R. Smith. The Holy Grail of Multimedia Information Retrieval: So Close or Yet So Far Away?. Proceedings of the IEEE, Vol. 96, No. 4, pp. 541-547, April 2008. DOI 10.1109/JPROC.2008.916338
  • Eva Hörster, Rainer Lienhart. Calibrating and Optimizing Poses of Visual Sensors in Distributed Platforms. ACM Multimedia System Journal, Special Issue on Multimedia Surveillance System, 12(3): 195-210 (2006). [PDF]
  • Vikas Raykar, Igor Kozintsev, Rainer Lienhart. Position Calibration of Microphones and Loudspeakers in Distributed Computing Platforms. IEEE Transactions on Speech and Audio Processing, Vol. 13, No. 1, pp. 70-83, Jan. 2005. [PDF]

Conference Papers

  • Christian Eggert, Stephan Brehm, Anton Winschel, Dan Zecha, Rainer Lienhart, A Closer Look: Small Object Detection in Faster R-CNN, IEEE ICME 2017, Hong Kong, China, July 2017. to appear
  • Christian Eggert, Stephan Brehm, Dan Zecha, Rainer Lienhart, Improving Small Object Proposals for Company Logo Detection, ACM ICMR 2017 Bucharest, Romania, June 2017. to appear [arXiv] [PDF]
  • Dan Zecha, Christian Eggert, Rainer Lienhart, Pose Estimation for Deriving Kinematic Parameters of Competitive Swimmers, Computer Vision Applications in Sports, part of IS&T Electronic Imaging 2017, Burlingame, California, January 2017. [PDF]
  • Christian Eggert, Anton Winschel, Dan Zecha, Rainer Lienhart, Saliency-guided Selective Magnification for Company Logo Detection, International Conference on Pattern Recognition 2016 (ICPR 2016), Cancun, December 2016. [PDF]
  • Christian Eggert, Anton Winschel, Rainer Lienhart, On the Benefit of Synthetic Data for Company Logo Detection, ACM Multimedia 2015 (ACMMM 2015), Brisbane, October 2015. [PDF]
  • Christoph Lassner. The fertilized forests Decision Forest Library. ACM Multimedia 2015 (ACMMM 2015), Brisbane, October 2015. [PDF]
  • Fabian Richter, Christian Eggert, Rainer Lienhart. Fisher Vector Encoding of Micro Color Features for (Real World) Jigsaw Puzzles. 2015 IAPR 13th International Conference on Document Analysis and Recognition (ICDAR 2015), August 2015. [PDF]
  • Alexander Schiendorfer, Christoph Lassner, Gerrit Anders, Wolfgang Reif, and Rainer Lienhart. Active Learning for Model Abstraction. Proceedings of the 3rd International Workshop on „Self-optimisation in Organic and Autonomic Computing Systems“ (SAOS15) in conjunction with ARCS 2015, Porto, March 2015. [PDF]
  • Christoph Lassner and Rainer Lienhart. Norm-induced entropies for decision forests. IEEE Winter Conference on Applications of Computer Vision 2015 (WACV15), Waikoloa Beach, HI, January 6-9, 2015 [PDF]
  • Dan Zecha and Rainer Lienhart. Key-Pose Prediction in Cyclic Human Motion. IEEE Winter Conference on Applications of Computer Vision 2015 (WACV15), Waikoloa Beach, HI, January 6-9, 2015 [PDF]
  • Christian Eggert, Stefan Romberg, Rainer Lienhart, Improving VLAD: Hierarchical Coding and a refined Local Coordinate System, IEEE International Conference on Image Processing 2014, Paris, October 2014 [PDF]
  • 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]
  • Christoph Lassner and Rainer Lienhart. Methods and Applications for Distance Based ANN Training. IEEE International Conference on Machine Learning and Applications (ICMLA13), Miami, December 2013. [PDF]
  • Stefan Romberg and Rainer Lienhart. Bundle Min-Hashing for Logo Recognition. ACM International Conference on Multimedia Retrieval 2013 (ICMR2013), Dallas, TX, April 16-19, 2013. [PDF] [Slides] [Dataset]
  • Christian X. Ries and Rainer Lienhart. Towards Automatic Object Annotations From Global Image Labels. ACM International Conference on Multimedia Retrieval 2013 (ICMR2013), Dallas, TX, April 16-19, 2013.
  • Stefan Romberg, Moritz August, Christian X. Ries, Rainer Lienhart. Robust Feature Bundling.
    Advances in Multimedia Information Processing - PCM 2012, Lecture Notes in Computer Science, Springer, 2012. [PDF] [Slides] [Dataset]
  • Christian X. Ries and Rainer Lienhart. Deriving A Discriminative Color Model for a Given Object Class from Weakly Labeled Training Data. ACM International Confeence on Multimedia Retrieval 2012 (ICMR 2012).
  • Johannes Schels, Jörg Liebelt, Rainer Lienhart. Learning an Object Class Representation on a Continuous Viewsphere. IEEE Conference on Computer Vision and Pattern Recognition (CVPR2012), Providence, June 2012.
  • Nicolas Cebron, Fabian Richter and Rainer Lienhart. Decision Tree Induction from Counterexamples, International Conference on Pattern Recognition Applications and Methods (ICPRAM), February 2012, Vilamoura, Portugal.
    DOI: 10.5220/0003730405250528
  • Dan Zecha, Thomas Greif, and Rainer Lienhart. Swimmer Detection and Pose Estimation for Continuous Stroke Rate Determination. Multimedia Content Access: Algorithms and Systems VI, part of IS&T/SPIE Electronic Imaging, 23 January 2012, Burlingame, California, USA
    Also Technical Report 2011-13, University of Augsburg, Institute of Computer Science, July 2011. [PDF] [Video]
  • Johannes Schels, Jörg Liebelt, Rainer Lienhart. Self-Calibrating 3D Context for Retrieving People with Luggage. IEEE International Workshop on Visual Surveillance (in conjunction with ICCV) (VS2011), Barcelona, November 2011. [PDF]
  • Stefan Romberg, Lluis Garcia Pueyo, Rainer Lienhart, Roelof van Zwol. Scalable Logo Recognition in Real-World Images. ACM International Conference on Multimedia Retrieval 2011 (ICMR11), Trento, April 2011.
    Also Technical Report 2011-04, University of Augsburg, Institute of Computer Science, March 2011
    [PDF] [Errata] [Slides] [Dataset]
  • Johannes Schels, Jörg Liebelt, Klaus Schertler, Rainer Lienhart. Synthetically Trained Multi-View Object Class and Viewpoint Detection for Advanced Image Retrieval. ACM International Conference on Multimedia Retrieval 2011 (ICMR11), Trento, April 2011.
  • 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]
  • Thomas Greif, Debabrata Sengupta, Rainer Lienhart. Monocular 3D Human Pose Estimation by Classification. IEEE International Conference on Multimedia and Expo 2011 (ICME11), Barcelona, July 2011.
  • Johannes Schels, Jörg Liebelt, Klaus Schertler, Rainer Lienhart. Building a Semantic Part-based Object Class Detector From Synthetic 3D Models. IEEE International Conference on Multimedia and Expo 2011 (ICME11), Barcelona, July 2011.
  • Nicolas Cebron. Active Improvement of Hierarchical Object Features under Budget Constraints, 10th IEEE International Conference on Data Mining (ICDM), Dec. 2010, Sydney, Australia. DOI: 10.1109/ICDM.2010.74
    Also Technical Report 2011-01, University of Augsburg, Institute of Computer Science, Feb. 2011. [PDF]
  • Nicolas Cebron and Michael R. Berthold. Active Learning in Parallel Universes, 19th ACM International Conference on Information and Knowledge Management (CIKM), Oct. 2010, Toronto, Canada. DOI: 10.1145/1871437.1871688
    Also Technical Report 2011-02, University of Augsburg, Institute of Computer Science, Feb. 2011. [PDF]
  • Nicolas Cebron. Towards Learning with Objects in a Hierarchical Representation, International Conference on Knowledge Discovery and Information Retrieval (KDIR), October 2010, Valencia, Spain.
    DOI: 10.5220/0003114403260329 Also Technical Report 2011-03, University of Augsburg, Institute of Computer Science, Feb. 2011. [PDF]
  • Christian X. Ries, Stefan Romberg, Rainer Lienhart. Towards Universal Visual Vocabularies. IEEE International Conference on Multimedia and Expo 2010 (ICME10), Singapore, July 2010.
    Also Technical Report 2010-05, University of Augsburg, Institute of Computer Science, July 2010 [PDF]
  • 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]
  • Christian X. Ries and Rainer Lienhart. Automatic Pose Initialization of Swimmers in Videos. IS&T/SPIE Electronic Imaging, San Jose, USA, Jan. 2010.
    Also Technical Report 2009-19, University of Augsburg, Institute of Computer Science, Oct. 2009 [PDF]
  • Thomas Greif and Rainer Lienhart. A kinematic model for Bayesian tracking of cyclic human motion, IS&T/SPIE Electronic Imaging, San Jose, USA, January 2010.
    Also Technical Report 2009-16, University of Augsburg, Institute of Computer Science, Oct. 2009. [PDF]
  • Rainer Lienhart, Eva Hörster, Stefan Romberg. Multilayer pLSA for Multimodal Image Retrieval. ACM International Conference on Image and Video Retrieval (CIVR 2009), July 8-10, 2009.
    Also Technical Report 2009-02, University of Augsburg, Institute of Computer Science Apr. 2009. [PDF]
  • Ina Döhring and Rainer Lienhart. Mining TV Broadcasts for Recurring Video Sequences. ACM International Conference on Image and Video Retrieval (CIVR 2009), July 8-10, 2009.
    Also Technical Report 2009-03, University of Augsburg, Institute of Computer Science Apr. 2009. [PDF]
  • Stefan Romberg, Eva Hoerster, Rainer Lienhart. Multimodal pLSA on Visual Features and Tags. IEEE International Conference on Multimedia and Expo 2009 (ICME09), New York, USA, July 2009.
    Also Technical Report 2009-09, University of Augsburg, Institute of Computer Science May 2009. [PDF]
  • C. Gregor v. d. Boogaart and Rainer Lienhart. Note Onset Detection for the Transcription of Polyphonic Piano Music. IEEE International Conference on Multimedia and Expo 2009 (ICME09), New York, USA, July 2009.
    Also Technical Report 2009-11, University of Augsburg, Institute of Computer Science May 2009 [PDF]
  • Rainer Lienhart and Rudolf Hauke. Filtering Adult Image Content with Topic Models. IEEE International Conference on Multimedia and Expo 2009 (ICME09), New York, USA, July 2009.
    Also Technical Report 2009-10, University of Augsburg, Institute of Computer Science May 2009 [PDF]
  • Eva Hörster and Rainer Lienhart. Deep Networks for Image Retrieval on Large-Scale Databases. ACM International Conference on Multimedia (ACMMM), pp. 643-646, Vancouver, Canada, Oct. 2008. DOI 10.1145/1459359.1459449
  • Eva Hörster, Rainer Lienhart, Malcolm Slaney. Continuous Visual Vocabulary Models for pLSA-Based Scene Recognition. ACM International Conference on Image and Video Retrieval (CIVR) 2008, pp. 319-328, Niagara Falls, Canada, June 2008. DOI 10.1145/1386352.1386395
    Also Technical Report 2008-05, University of Augsburg, Institute of Computer Science, July 2008 [PDF]
  • Eva Hörster, Thomas Greif, Rainer Lienhart, Malcolm Slaney. Comparing Local Feature Descriptors in pLSA-Based Image Models. 30th Annual Symposium of the German Association for Pattern Recognition (DAGM) 2008, Munich, Germany, June 2008. [PDF].
    Also Technical Report 2007-15, University of Augsburg, Institute of Computer Science, Dec. 2007 [PDF]
  • Eva Hörster, Rainer Lienhart, Malcolm Slaney. Image Retrieval on Large-Scale Image Databases. ACM International Conference on Image and Video Retrieval (CIVR) 2007 pp. 17-24, Amsterdam, Netherlands, July 2007.
    Also Technical Report 2007-05, University of Augsburg, Institute of Computer Science Apr. 2007 [PDF]
  • Rainer Lienhart and Malcolm Slaney. PLSA on Large Scale Image Databases. IEEE International Conference on Acoustics, Speech and Signal Processing 2007 (ICASSP 2007), Vol IV, pp. 1217-1220, April 2007.
    Also Technical Report 2006-31, University of Augsburg, Institute of Computer Science, Dec. 2006 [PDF]
  • Eva Hörster, Jochen Lux, Rainer Lienhart Recognizing Persons in Images by Learning from Videos. SPIE Multimedia Content Analysis, Management, and Retrieval, San Jose, USA, January 2007.
  • Eva Hörster, Rainer Lienhart. Approximating Optimal Visual Sensor Placement. IEEE ICME2006, Toronto, Canada, July 10-12, 2006.
    Also as Technical Report: [PDF]
  • C. Gregor van den Boogaart, Rainer Lienhart. Fast Gabor Transformation for processing high quality audio. ICASSP 2006 IEEE International Conference on Acoustics, Speech and Signal Processing,, Vol. 3, pp. 161-164, 14-19 May 2006, Toulouse, France, 2006.
    Also Technical Report 2005-21, University of Augsburg, October 2005.
  • Bob Davies and Rainer Lienhart. Using CART to Segment Road Images. SPIE Multimedia Content Analysis, Management, and Retrieval 2006, 15-19 Jan. 2006, pp. 60730U-01 to 60730U-12, San Jose, 2006. [PDF] [Source Code]
  • Eva Hörster, Rainer Lienhart, Walter Kellermann, J.-Y. Bouguet. Precise Visibility Determination of Displays in Camera Images. IEEE ICME2005, Amsterdam, Netherland, July 6-8, 2005. [PDF]

Workshop Papers

  • 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.
  • Thomas Gloe, Nicolas Cebron, and Rainer Böhme. An ML Perspective on Feature-Based Forensic Camera Model Identification, Workshop: Pattern Recognition for IT Security, Symposium of the German Association for Pattern Recognition (DAGM), Sep. 2010, Darmstadt, Germany.
  • Ina Döhring, Rainer Lienhart. Fast and Effective Features for Recognizing Recurring Video Clips in Very Large Databases. International Workshop on Video and Multimedia Digital Library (VMDL 2007), pp. 65-70, September 11-13, 2007, Modena, Italy, Sep 2007. [PDF]
  • Eva Hörster, Rainer Lienhart. Fusing Local Image Descriptors for Large-Scale Image Retrieval. International Workshop on Semantic Learning Applications in Multimedia (SLAM), Minneapolis, USA, June 2007. also as Technical Report [PDF]
  • Eva Hörster, Rainer Lienhart. On the Optimal Placement of Multiple Visual Sensors. 4th ACM International Workshop on Video Surveillance & Sensor Networks (VSSN2006), Santa Barbara, Oct. 2006. also as Technical Report [PDF]
  • C. Gregor van den Boogaart, Rainer Lienhart. Audio Brush: A Tool for Computer-Assisted Smart Audio Editing. 1st ACM Audio and Music Computing Multimedia Workshop (AMCMM2006), Santa Barbara, pp. 115-124, October 2006. [PDF]
  • Eva Hörster, Rainer Lienhart, Walter Kellermann, J.-Y. Bouguet. Calibrating Visual Sensors and Actuators in Distributed Computing Platforms. Workshop on Computer Vision for Interactive and Intelligent Environments 2005 (CV4IIE05), pp. 39-50, 17-18 Nov. 2005.
  • Eva Hörster, Rainer Lienhart, Walter Kellermann, J.-Y. Bouguet. Calibration of Visual Sensors and Actuators in Distributed Computing Platforms. 3rd ACM International Workshop on Video Surveillance & Sensor Networks (VSSN2005), Singapore, Nov. 11 2005. [PDF]

Technical Reports

  • Dan Zecha and Rainer Lienhart. Bestimmung intrazyklischer Phasengeschwindigkeiten von Schwimmern im Schwimmkanal mittels vollautomatischer Videoanalyse. Technical Report 2014-04, University of Augsburg, Institute of Computer Science, July 2014. [PDF]
  • Ina Döhring, Rainer Lienhart. Fast Frame-Accurate Mining for Repeating Video Clips Technical Report 2008-14, Institute of Computer Science, University of Augsburg, September 2008. [PDF]
  • Thomas Greif, Eva Hörster, Rainer Lienhart. Correlated Topic Models for Image Retrieval Technical Report 2008-xx, Institute of Computer Science, University of Augsburg, July 2008. [PDF]
  • C. Gregor van den Boogaart, Rainer Lienhart. Audio Brush: Smart Audio Editing in the Spectrogram. Technical Report 2006-12, Institute of Computer Science, University of Augsburg, April 2006. [PDF]
  • C. Gregor van den Boogaart, Rainer Lienhart. Audio Brush: Editing Audio in the Spectrogram. Technical Report 2005-10, Institute of Computer Science, University of Augsburg, June 2005. [PDF]

Presentations

  • Nicolas Cebron, Fabian Richter and Rainer Lienhart. Towards Learning with Complementary Labels, International Classification Conference (ICC), July 2011, St. Andrews, Scotland.
  • R. Lienhart and E. Hörster. Results of the Algorithm Competition on Foreground Segmentation at VSSN06. In 4th ACM International Workshop on Video Surveillance & Sensor Networks (VSSN06), Oct. 2006. [PDF]

Dissertations

  • Fabian Richter, Virtual Reconstruction of Hand-Torn Documents using Discriminative Models, Dissertation, University of Augsburg, 30 December 2015 (Info) (PDF)
  • Christian Ries, Automatic Object Annotations from Weakly Labelled Images, Dissertation, University of Augsburg, 11 December 2014 (Info) (PDF)
  • Stefan Romberg. Aggregating Local Features into Bundles for High-Precision Object Retrieval. Dissertation, University of Augsburg, 13 December 2013. [PDF]
  • Johannes Schels. Object Class Detection Using Part-Based Models Trained From Synthetically Generated Images. Dissertation, University of Augsburg, 5 March 2013. [PDF]
  • Eva Hörster. Topic Models for Image Retrieval on Large-Scale Databases. Dissertation, University of Augsburg, July 2009. [PDF]