publications

This is a list of publications. I try to include links to the full articles for as many as possible. If you are interested in an article that is not available directly, please just send me an email.

Journals 04 05 06 07 08 | Conferences: 03 04 05 06 07 08

Journals

2010
  • Generalized Sparse MRF Appearance Models R. Donner, G. Langs, B. Micusik, H. Bischof. in Image and Vision Computing, 2010, in press. download

 

2009
  • Automatic Quantification of Joint Space Narrowing and Erosions in Rheumatoid Arthritis G. Langs, P. Peloschek, H. Bischof, F. Kainberger. in IEEE Transactions on Medical Imaging 28(1):151-164. 2009, PMID:19116197
  • Quantifying disease activity and damage by imaging in rheumatoid arthritis and osteoarthritis. Kubassova O, Boesen M, Peloschek P, Langs G, Cimmino MA, Bliddal H, Torp-Pedersen S. Ann N Y Acad Sci. 2009 Feb;1154:207-38, PMID:19250239
  • Diffusion-weighted imaging for the follow-up of patients after matrix-associated autologous chondrocyte transplantation. Friedrich KM, Mamisch TC, Plank C, Langs G, Marlovits S, Salomonowitz E, Trattnig S, Welsch G. European Journal of Radiology. Jan 2009, PMID:19181469
  • Computational radiology in skeletal radiography. P. Peloschek, S. Nemec, P. Widhalm, R. Donner, E. Birngruber, H. Thodberg, F. Kainberger, G. Langs. European Journal of Radiology, Volume 72, Issue 2, Pages 252-257, 2009, PMID 
  • Multiple computer-based methods of measuring joint space width can discriminate between treatment arms in the COBRA trial -- Update of an ongoing OMERACT project. Sharp JT, Angwin J, Boers M, Duryea J, Finckh A, Hall JR, Kauffman JA, Landewé R, Langs G, Lukas C, Moens HJ, Peloschek P, Strand CV, van der Heijde D. J Rheumatol. 2009 Aug;36(8):1825-8. PMID: 19671820
  • Assessement of rheumatic diseases with computational radiology: current status and future potential. Peloschek P, Boesen M, Donner R, Kubassova O, Birngruber E, Patsch J, Mayerhöfer M, Langs G. Eur J Radiol. 2009 Aug;71(2):211-6. Epub 2009 May 19.

2008

  • Automated measurement of joint space width in small joints of patients with rheumatoid arthritis. C. Lukas, J. Sharp, J. Angwin, M. Boers, J. Duryea, J. Hall, J. Kauffman, R. Landewe, G. Langs, H. Bernelot Moens, P. Peloschek, and D. van der Heijde. Journal of Rheumatology, 35(7):1288–1293, 2008. PMID:18597408
  • Measurement instead of scoring in rheumatology : New quantitative imaging and processing methods in radiology P. Peloschek, C. Mueller-Mang, K. Friedrich, G. Langs, R. Donner, A. Valentinitsch, F. Kainberger. in Z Rheumatol 2008 Feb;67(1):51-7, PMID:18224328
2007
  • Model-Based Erosion Spotting and Visualization in Rheumatoid Arthritis G. Langs, P. Peloschek, H. Bischof, F. Kainberger. in Academic Radiology, 2007 Oct;14(10):1179-88, PMID:17889335
  • An automatic model-based system for joint space measurements on hand radiographs: initial experience abstract+pdf Philipp Peloschek, Georg Langs, Michael Weber, Johannes Sailer, Michael Reisegger, Herwig Imhof, Horst Bischof, Franz Kainberger.  in Radiology 2007 Dec;245(3):855-62
  • Multiple Appearance Models abstract+pdf Georg Langs, Philipp Peloschek, Rene Donner, Horst Bischof. in Pattern Recognition 40(9), p.2485-2495, Sep. 2007
  • Computer based methods for measurement of joint space width: Update of an Ongoing OMERACT Project [pdf], John T. Sharp, Jane Angwin, Maarten Boers, Jeff Duryea, Gabriele von Ingersleben, James R. Hall, Joost A. Kauffman, Robert Landewe, Georg Langs, Cédric Lukas, Jean-Francis Maillefert, H. J. Bernelot Moens, Philipp Peloschek, Vibeke Strand and Desiree van der Heijde, in Journal of Rheumatology, 34, 2007, pp. 874-883,  PMID:17407243
2006
  • Computer assisted radiological diagnostics of arthritic joint alterations F. Kainberger, G. Langs, P. Peloschek, T. Schlager,C. Schueller-Weidekamm, A. Valentinitsch, Z Rheumatol 65(8), pp.676-80. 2006, PMID:17171394
  • Fast Active Appearance Model Search Using Canonical Correlation Analysis [abstract+pdf] Rene Donner, Michael Reiter, Georg Langs, Philipp Peloschek, Horst Bischof. in IEEE PAMI Transactions on Pattern Analysis and Machine Intelligence, Oct 2006, 28(10): pp. 1690-1694, PMID:16986548
  • Quantitative imaging in rheumatoid arthritis: from scoring to measurement Philipp Peloschek, Georg Langs, Alexander Valentinitsch, Mile Bubalo, Thomas Schlager, C.  Mueller-Mang, Franz Kainberger in Der Radiologe May 2006 46(5):411-416, PMID:16670915
2005
  • Vision pyramids that do not grow to high [pdf] Walter G. Kropatsch, Yll Haxhimusa, Zygmunt Pizlo, and Georg Langs in Pattern Recognition Letters 26(3), Feb 2005 pp.319-338
2004
  • Differential diagnosis of rheumatic diseases using conventional radiography F. Kainberger, P. Peloschek, G. Langs, K. Boegl, H. Bischof, in Best Practice & Research in Clinical Rheumatology. Dec 2004, 18(6):783-811. (Elsevier), PMID:15501183

Conferences

2008
  • Task-Specific Functional Brain Geometry from Model Maps Georg Langs, Dimitris Samaras, Nikos Paragios, Jean Honorio, Elly Alia-Klein, Dardo Tomasi, Nora D. Volkow, Rita Goldstein. to appear in Proc. of MICCAI'08, 2008
  • Modeling the Structure of Multivariate Manifolds: Shape Maps [pdf]  [poster] [code] Georg Langs, Nikos Paragios. in Proc. of IEEE CVPR'08, 2008 
  • Sparsity, Redundancy and Optimal Image Support towards Knowledge-based Segmentation Salma Essafi, Georg Langs, Nikos Paragios. in Proc. of IEEE CVPR'08, 2008
  • Estimation of Fit Confidence in Active Shape Model Search for the Reliable Measurement of Knee Alignment Peter Widhalm, Georg Langs, René Donner, Negar Fakhrai,  Philipp Peloschek, Robert Sablatnig. in Proc. of AAPR'08, 2008
  • Group-wise MDL based registration of small animals in video sequences Yuan Han, Georg Langs, Nikos Paragios. in Proc. of IEEE ISBI'08, 2008
2007
  • Robust Autonomous Model Learning from 2D and 3D Data [pdf]Georg Langs, Rene Donner, Philipp Peloschek, Horst Bischof in Proc. of MICCAI 07, Lecture Notes in Computer Science, LNCS 4791 pp.968-976, 2007, PMID:18051152
  • Motion Analysis of Endovacular Stent-Grafts by MDL Based Registration  abstract [pdf] Georg Langs, Nikos Paragios, Rene Donner, Alain Rahmouni, Hicham Kobeiter in Proceedings of MMBIA 07, 2007
  • Sparse MRF Appearance Models for Fast Anatomical Structure Localisation [pdf] Rene Donner, Branislav Micusik, Georg Langs, Horst Bischof in Proceedings of BMVC 07, 2007 Best Scientific Paper Prize
  • Object Localization based on Markov Random Fields and Symmetry Interest Points Rene Donner, Branislav Micusik, Georg Langs, Lech Szumilas,  Philipp Peloschek, Klaus Friedrich, Horst Bischof in Proceedings of MICCAI 07, Lecture Notes in Computer Science, LNCS 4792 pp.460-468, 2007,  PMID:18044601
  • Local Image Structure Detection with Orientation-invariant Radial Configuration Lech Szumilas, Rene Donner, Georg Langs, Allan Hanbury. in Proceedings of IEEE International Conference on Computer Vision and Recognition CVPR 2007
  • Automatic Robust Registration of Cutaneous Hemangiomas for Follow-up Examinations  Sebastian Zambanini, Georg Langs, Robert Sablatnig and Harald Maier, in Proc. of the 31st annual workshop of the Austrian Association for Pattern Recognition (OAGM/AAPR), pages 121-128, 2007
2006
  • Active Feature Models [pdf] Georg Langs, Philipp Peloschek, Rene Donner, Michael Reiter, Horst Bischof. in Proceedings of International Conference on Pattern Recognition ICPR 2006, Vol. 1, pp.417-420.
  • 3D and Infrared Face Reconstruction from RGB Data Using Canonical Correlation Analysis [pdf] Michael Reiter, Rene Donner, Georg Langs, Horst Bischof. in Proceedings of International Conference on Pattern Recognition ICPR 2006, Vol. 1, pp.425-428.
  • Automatic Surveying of Cutaneous Hemangiomas'' [pdf] Sebastian Zambanini, Georg Langs, Robert Sablatnig, Peter Donath, Harald Maier, in Proceedings of International Conference on Pattern Recognition ICPR 2006, Vol. 1, pp.1022-1025.
  • Estimation of Face Depth Maps from Color Textures using Canonical Correlation Analysis Michael Reiter, Rene Donner, Georg Langs, Horst Bischof. in Proceedings of Computer Vision Winter Workshop CVWW 2006 pp.17-21.
  • Predicting Near Infrared Face Texture from Color Face Images using Canonical Correlation Analysis Michael Reiter, Rene Donner, Georg Langs, Horst Bischof. in Proceedings of the Workshop of Austrian Association for Pattern recognition AAPR 2006, pp. 161-168
2005
  • A Clique of Active Appearance Models by Minimum Description Length [pdf] Georg Langs, Philipp Peloschek, Rene Donner, Horst Bischof, in Proceedings of British Machine Vision Converence BMVC 2005, Oxford, UK, Vol. 2, pp.859-868
  • Optimal Sub-Shape Models by Minimum Description Length [pdf] Georg Langs, Philipp Peloschek, Horst Bischof, in Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition CVPR 2005, San Diego, USA, Vol. 2, pp.310-315
  • A Robust Matching Algorithm for Active Appearance Models Reinhard Beichel, Horst Bischof, Georg Langs, Milan Sonka in Bildverarbeitung fuer die Medizin 2005, Springer Verlag
  • MDL-based Splitting of PCA Models Georg Langs, Philipp Peloschek, Horst Bischof in Proceedings of Computer Vision Winter Workshop CVWW 2005 , pp.13-22
  • Segmentation and Surveying of Cutaneous Hemangiomas Sebastian Zambanini, Georg Langs, Robert Sablatnig,  in Proceedings of Computer Vision Winter Workshop CVWW 2005 , pp.103-112
2004
  • Building and Registering Parameterized 3D Models of Vessel Trees for Visualization during Intervention [pdf] Georg Langs, Petia Radeva, David Rotger, Francesc Carreras in Proceedings of the IEEE International Conference on Pattern Recognition ICPR 2004, Cambridge, UK Vol. 3, pp.726-729
  • Explorative Building of 3D Vessel Tree Models [pdf] Georg Langs, Petia Radeva, Francesc Carrerasin Proceedings of the of the 28th Workshop of the Austrian Association of Pattern Recognition, AAPR 2004, Hagenberg, Austria, pp.117 - 124, OCG Schriftenreihe Band 179 *Best Paper Award*
  • Concept of a fully automated web-based scoring system for destructive changes by rheumatoid arthritis - RheumaCoachCAD P.L. Peloschek, G. Langs, H. Bischof, W.G. Kropatsch, H. Imhof, F.M. Kainberger European Society of Muscoloskeletal Radiology Meeting ESSR 2004
2003
  • Stroke Boundary Analysis for Identification of Drawing Tools Paul Kammerer, Georg Langs, Robert Sablatnig, Ernestine Zolda, in Proceedings of 8th Iberoamerican Congress on Patter Recogntion
  • Computer aided diagnosis (CAD) in rheumatoid arthritis : automated joint localization, estimation of the bone contour and consecutive detection of defects of the bone contour in metacarpal bones P.L. Peloschek, G. Langs, H. Bischof, F. Kainberger, W. Kropatsch, H. Imhof in Proceedings of the Annual Meeting of the Radiological Society of North America RSNA 2003
  • Determining Position and Fine Shape Detail in Radiological Anatomy Georg Langs, Philipp Peloschek, Horst Bischof, in Proceedings of 25th Pattern Recognition Symposion, DAGM 2003, Magdeburg, Germany, pp.232-239, Lecture Notes in Computer Science, LNCS2781, Springer Verlag
  • Stroke Segmentation in Infrared Reflectogramms Paul Kammerer, Georg Langs, Robert Sablatnig, Ernestine Zolda, in Proceedings of 13th Scandinavian Conference on Image Analysis, SCIA 2003, Goeteborg, Sweden, pp.1138-1145, Lecture Notes in Computer Science, LNCS2749, Springer Verlag
  • ASM Driven Snakes in Rheumatoid Arthritis Assessment Georg Langs, Philipp Peloschek, Horst Bischof, in Proceedings of 13th Scandinavian Conference on Image Analysis, SCIA 2003, Goeteborg, Sweden, pp.454-461, Lecture Notes in Computer Science, LNCS2749, Springer Verlag
  • Development of a system for computer aided diagnosis (CAD) in rheumatoid arthritis 1. Automated joint localization in hand radiographs, 2. Automated accurate estimation of the bony contour of metacarpal bones, 3. Automated delineation of defects of the bony contour of metacarpal bones P.L. Peloschek, G. Langs, H. Bischof, F. Kainberger,W. Kropatsch, H. Imhof, in European Society of Muscoloskeletal Radiology Meeting ESSR 2003, Aarhus, Denmark
  • Locating Joints in Hand Radiographs - Towards Automated Radiograph Analysis in Rheumathoid Arthritis Therapy Georg Langs, Philipp Peloschek, Horst Bischof, in Proceedings of Computer Vision Winter Workshop CVWW 2003, Valtice, Czech Republic, pp.97-102
  • Automated radiological quantification of hand lesions in rheumatoid arthritis: Accuracy and precision of joint localization P. L. Peloschek, G. Langs, H. Bischof, F. Kainberger, C. Krestan, M. Uffmann, H. Imhof, in European Congress of Radiology, ECR 2003, Vienna, Austria in European Radiology 13 (suppl. 1) 2003, p. 201

Earlier work

Parallel Computing

  • Approximative Multidimensional FFTs  Georg Langs, Wolfgang Weidinger, Franz Franchetti, Christoph Ueberhuber nov 2002 ~AURORA technical report, ~AURORA ~TR2002-30, Institute for Applied Mathematics and Numerical Analysis, Vienna University of Technology
  • Logarithmic Tapering Graph Pyramid Yll Haxhimusa, Roland Glantz, Maamar Saib, Georg Langs, Walter G. Kropatsch june 2002 in Proceedings of the 24th DAGM Symposium, Zuerich, Switzerland, Lecture Notes in Computer Science ~LNCS2449 pp. 117 - 124, Springer Verlag


Visual Attention

  • Focusing Visual Attention in Mobile Robot Navigation Georg Langs, Horst Bischof in Proceedings of the 26th Workshop of the Austrian Association of Pattern Recognition, AAPR 2002, Graz, Austria, pp. 95 - 102, Oldenburg Verlag
  • Hierarchical Top Down Enhancement of Robust PCA Georg Langs, Horst Bischof, Walter G. Kropatsch in Proceedings of the 9th workshop on Syntactical and Structural Pattern Recognition, SSPR 2002, Windsor, Canada, Lecture Notes in Computer Science LNCS2396, pp 234 - 242, Springer Verlag
  • Irregular Eigenimage Pyramids and Robust ~Appearance-Based Object Recognition Georg Langs, Horst Bischof, Walter G. Kropatsch, ~PRIP Technical Report ~PRIP-TR-67, Vienna University of Technology