Georg Langs - 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.

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Journals

  1. -Detecting Stable Distributed Patterns of Brain Activation Using Gini Contrast Georg Langs, Bjoern Menze, Danial Lashkari, Polina Golland in NeuroImage 2010

  2. -The Prenatal Origin of Hemispheric Asymmetry: an In Utero Neuroimaging Study. Gregor Kasprian, Georg Langs, Peter C. Brugger, Mario Bittner, Michael Weber, Mavilde Arantes, Daniela Prayer. in Cerebral Cortex  2010

  3. -Learning Deformation and Structure Simultaneously: In Situ Endograft Deformation Analysis [paper] Georg Langs, Nikos Paragios, Pascal Desgranges, Alain Rahmouni, Hicham Kobeiter  in Medical Image Analysis 2010 (in press) online

  4. -Generalized Sparse MRF Appearance Models. René Donner, Branislav Micusik, Horst Bischof, Georg Langs. in Image and Vision Computing. 28(6), June 2010, pp. 1031-1038

  5. -Automatic Image-Based Assessment of Lesion Development during Hemangioma Follow-Up Examinations. S. Zambanini, R. Sablatnig, H. Mayer, G. Langs. to appear in Artificial Intelligence in Medicine 2010 (in press)

  6. -Automatic Quantification of Joint Space narrowing and Erosions in Rheumatoid Arthritis. Georg Langs, Philipp Peloschek, Horst Bischof, Franz Kainberger in IEEE Transactions on Medical Imaging TMI 2009 Jan;28(1):151-64

  7. -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 

  8. -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

  9. -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.

  10. -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

  11. -Automatic assessment of the knee alignment angle on full-limb radiographs. N. Fakhrai, P. Widhalm, C. Chiari, M. Weber, G. Langs, R. Donner, H. Ringl, M. Jantsch, and P. Peloschek.  Eur J Radiol, Mar 2009.

  12. -Diffusion-weighted imaging for the follow-up of patients after matrix-associated autologous chondrocyte transplantation. K. Friedrich, T. Mamisch, C. Plank, G. Langs, S. Marlovits, E. Salomonowitz, S. Trattnig, and G. Welsch.  Eur J Radiol, Jan 2009.

  13. -Quantifying disease activity and damage by imaging in rheumatoid arthritis and osteoarthritis. O. Kubassova, M. Boesen, P. Peloschek, G. Langs, M. A. Cimmino, H. Bliddal, and S. Torp-Pedersen.  Ann N Y Acad Sci, 1154:207–238, Feb 2009.

  14. -Multiple Appearance Models [abstract+pdf] Georg Langs, Philipp Peloschek, Rene Donner, Horst Bischof. in Pattern Recognition 40(9), p.2485-2495, Sep. 2007

  15. -Model Based Erosion Spotting and Visualization in Rheumatoid Arthritis. Georg Langs, Philipp Peloschek, Horst Bischof, Franz Kainberger.  in Academic Radiology, 14(10):1179-1188, October 2007

  16. -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, C ́edric Lukas, Jean-Francis Maillefert, H. J. Bernelot Moens, Philipp Peloschek, Vibeke Strand and Desiree van der Heijde, in Journal of Rheumatology, 34, pp. 874-883. ISSN 1499-2752

  17. -Fast Active Appearance Model Search Using Canonical Correlation Analysis [abstract+pdf] Rene Donner, Michael Reiter, Georg Langs, Philipp Peloschek, Horst Bischof. in IEEE TPAMI Transactions on Pattern Analysis and Machine Intelligence, Oct 2006, 28(10): pp. 1690-1694

  18. -Quantitative imaging in rheumatoid arthritis: from scoring to measurement Philipp Peloschek, Georg Langs, Alexander Valentinitsch, Mile Bubalo, Thomas Schlager, C. Muller-Mang, Franz Kainberger in Der Radiologe May 2006 46(5):411-416 PMID: 16670915

  19. -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

  20. -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

  1. -Learning an Atlas of a Cognitive Process in its Functional Geometry [pdf] Georg Langs, Danial Lashkari, Andrew Sweet, Yanmei Tie, Laura Rigolo, Alexandra Golby, Polina Golland.  in Proc. IPMI 2011

  2. -Functional Geometry Alignment and Localization of Brain Areas [pdf]. Georg Langs, Yanmei Tie, Laura Rigolo, Alexandra Golby, Polina Golland. to appear in Adv. in Neural Information Processing Systems NIPS 2010.

  3. -Localization of 3D Anatomical Structures Using Random Forests and Discrete Optimization. René Donner, Helmut Steiner, Horst Bischof, Georg Langs. in Proc. of MCV - MICCAI 2010

  4. -Group-wise Spatio-Temporal Registration and Segmentation of Fetal Cortical Surface Development. Georg Langs, Gregor Kasprian, Eva Dittrich, Mario Bittner, Peter Brugger, Daniela Prayer. in Proc. STIA - MICCAI 2010

  5. -Shape Priors and Discrete MRFs for Knowledge-based Segmentation. Ahmed Besbes,  Nikos Paragios, Nikos Komodakis, Georg Langs. in Proceedings of IEEE CVPR ’09

  6. -Classification of Tensors and Fiber Tracts Using Mercer-Kernels Encoding Soft Probabilistic Spatial and Diffusion Information. Radhouène Neji, Nikos Paragios, Gilles Fleury, Jean-Philippe Thiran, Georg Langs.  in Proceedings of IEEE CVPR ’09

  7. -Atlas-based Deformable Mutual Popuation segmentation. Aristeidis Sotiras, Nikos Komodakis, Georg Langs, Nikos Paragios, in Proceedings of IEEE ISBI’09

  8. -Hierarchical 3D Diffusion Wavelet Shape Priors. Salma Essafi, Georg Langs, Nikos Paragios  in Proceedings of ICCV 2009

  9. -Automatic Region Template Generation for Shape Particle Filtering based Image Segmentation. Lukas Fischer, René Donner, Franz Kainberger, Georg Langs.  in Proc. of MICCAI Workshop on Probabilistic Models for Medical Image Analysis 2009.  

  10. -Wavelet-Driven Knowledge-Based MRI Calf Muscle Segmentation. Salma Essafi, Georg Langs, Jean Francois Deux, Alain Rahmouni, Guillaume Bassez, Nikos Paragios.  in Proceedings of IEEE ISBI’09

  11. -Radhouene Neji, Georg Langs, Jean François Deux, Mezri Maatouk, Alain Rahmouni, Guillaume Bassez, Gilles Fleury, Nikos Paragios. Unsupervised Classification of Skeletal Fibers using Diffusion Maps. in Proceedings of IEEE ISBI’09

  12. -Eva Dittrich, Radhouène Neji, Tilman Schmoll, Sabine Schriefl, Christian Ahlers, Rainer A. Leitgeb, Georg Langs Detection of Capillary Vessels in Optical Coherence Tomography Based on a Probabilistic Kernel. in Proceedings of MIUA 2009. *Best Presentation Prize*

  13. -Ernst Schwartz, Georg Langs, Johannes Holfeld, Roman Gottardi,  Christian Loewe, Philipp Peloschek, Martin Czerny. Segmentation and Deformation Analysis of the Aorta in Gated CTA sequences in a MDL Framework. in Proceedings of MIUA 2009. *Best Paper Prize*

  14. -René Donner, Horst Wildenauer, Horst Bischof, Georg Langs. Weakly Supervised Group-Wise Model Learning based on Discrete Optimization. in Proceedings of MICCAI 2009

  15. -Salma Essafi, Georg Langs, Nikos Paragios. Left Ventricle Segmentation Using Diffusion Wavelets and Boosting. in Proceedings of MICCAI 2009

  16. -Salma Essafi, Georg Langs, Nikos Paragios Hierarchical 3D Diffusion Wavelet Shape Priors. in Proceedings of ICCV 2009

  17. -Georg Langs, Nikos Paragios. Modeling the structure of multivariate manifolds: Shape Maps. in Proc. of CVPR'08, 2008

  18. -Salma Essafi, Georg Langs, Nikos Paragios. Sparsity, Redundancy, Optimal Image Support: an axiomatic approach to knowledge-based segmentation. in Proc. of CVPR'08, 2008

  19. -Yuan Han, Georg Langs, Nikos Paragios. Group-wise MDL based registration of small animals in video sequences. in Proc. of IEEE ISBI'08, 2008

  20. -Peter Widhalm, Georg Langs, René Donner, Negar Fakhrai, Philipp Peloschek, Robert Sablatnig. Estimation of Fit Confidence in Active Shape Model Search for the Reliable Measurement of Knee Alignment. in Proc. of AAPR'08, 2008

  21. -Georg Langs, Dimitris Samaras, Nikos Paragios, Jean Honorio, Nelly~Alia-Klein, Dardo Tomasi, Nora D. Volkow,  Rita Z. Goldstein. Task-Specific Functional Brain Geometry from Model Maps. in Proc. of MICCAI'08, 2008

  22. -Robust Autonomous Model Learning from 2D and 3D Data  Georg Langs, Rene Donner, Philipp Peloschek, Horst Bischof in Proceedings of MICCAI 07, Lecture Notes in Computer Science, LNCS 4791 pp.968-976, 2007

  23. -Motion Analysis of Endovacular Stent-Grafts by MDL Based Registration  [pdf] Georg Langs, Nikos Paragios, Rene Donner, Alain Rahmouni, Hicham Kobeiter in Proceedings of MMBIA 07, 2007

  24. -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*

  25. -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

  26. -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

  27. -Automatic Robust Registration of Cutaneous Hemangiomas for Follow-up Examinations [pdf] 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

  28. -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.

  29. -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.

  30. -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.

  31. -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.

  32. -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

  33. -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

  34. -Optimal Sub-Shape Models by Minimum Description Length [pdf] [poster] 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

  35. -A Robust Matching Algorithm for Active Appearance Models Reinhard Beichel, Horst Bischof, Georg Langs, Milan Sonka in Bildverarbeitung fuer die Medizin 2005, Springer Verlag

  36. -MDL-based Splitting of PCA Models Georg Langs, Philipp Peloschek, Horst Bischof in Proceedings of Computer Vision Winter Workshop CVWW 2005 , pp.13-22

  37. -Segmentation and Surveying of Cutaneous Hemangiomas Sebastian Zambanini, Georg Langs, Robert Sablatnig,  in Proceedings of Computer Vision Winter Workshop CVWW 2005 , pp.103-112

  38. -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

  39. -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*

  40. -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

  41. -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

  42. -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

  43. -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

  44. -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

  45. -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

  46. -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

  47. -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

  48. -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

Parallel Computing

  1. -Approximative Multidimensional FFTs [pdf] 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

  2. -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

  1. -Focusing Visual Attention in Mobile Robot Navigation [pdf] 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

  2. -Hierarchical Top Down Enhancement of Robust PCA [pdf] 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

  3. -Irregular Eigenimage Pyramids and Robust Appearance-Based Object Recognition [report] Georg Langs, Horst Bischof, Walter G. Kropatsch, PRIP Technical Report PRIP-TR-67, Vienna University of Technology