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ORCIDChristoph von der Malsburg
Person information
- affiliation: Goethe University of Frankfurt, Frankfurt Institute for Advanced Studies (FIAS)
- affiliation: Ruhr University of Bochum, Institute for Neural Computation
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2020 – today
- 2024
[i5]Pascal Sager, Jan Milan Deriu, Benjamin F. Grewe, Thilo Stadelmann, Christoph von der Malsburg:
The Dynamic Net Architecture: Learning Robust and Holistic Visual Representations Through Self-Organizing Networks. CoRR abs/2407.05650 (2024)- 2022
- [i4]Christoph von der Malsburg, Thilo Stadelmann
, Benjamin F. Grewe:
A Theory of Natural Intelligence. CoRR abs/2205.00002 (2022) - 2021
- [j40]Christoph von der Malsburg:
Toward understanding the neural code of the brain. Biol. Cybern. 115(5): 439-449 (2021)
2010 – 2019
- 2018
- [j39]Christoph von der Malsburg:
Die Geschichte unserer Geburt. Inform. Spektrum 41(2): 85-87 (2018) - [j38]Sagnik Majumder, Christoph von der Malsburg, Aashish Richhariya, Surekha Bhanot:
Handwritten Digit Recognition by Elastic Matching. J. Comput. 13(9): 1067-1074 (2018) - [i3]Sagnik Majumder, Christoph von der Malsburg, Aashish Richhariya, Surekha Bhanot:
Handwritten Digit Recognition by Elastic Matching. CoRR abs/1807.09324 (2018) - 2015
- [j37]Tomas Fernandes, Christoph von der Malsburg:
Self-Organization of Control Circuits for Invariant Fiber Projections. Neural Comput. 27(5): 1005-1032 (2015) - 2014
- [c52]Christoph von der Malsburg:
A Vision Architecture. IJCCI (NCTA) 2014: 345-350 - 2011
- [j36]Urs Bergmann, Christoph von der Malsburg:
Self-Organization of Topographic Bilinear Networks for Invariant Recognition. Neural Comput. 23(11): 2770-2797 (2011) - [c51]Yasuomi D. Sato, Jenia Jitsev, Jörg Bornschein, Daniela Pamplona, Christian Keck, Christoph von der Malsburg:
A Gabor Wavelet Pyramid-Based Object Detection Algorithm. ISNN (2) 2011: 232-240 - 2010
- [c50]Urs Bergmann, Christoph von der Malsburg:
A Bilinear Model for Consistent Topographic Representations. ICANN (3) 2010: 72-81 - [c49]Junmei Zhu, Urs Bergmann, Christoph von der Malsburg:
Self-Organization of Steerable Topographic Mappings as Basis for Translation Invariance. ICANN (2) 2010: 414-419 - [c48]Yasuomi D. Sato, Jenia Jitsev, Christoph von der Malsburg:
Visual Object Detection by Specifying the Scale and Rotation Transformations. ICONIP (2) 2010: 616-624 - [c47]Jenia Jitsev, Christoph von der Malsburg:
Off-line memory reprocessing following on-line unsupervised learning strongly improves recognition performance in a hierarchical visual memory. IJCNN 2010: 1-8 - [c46]Yasuomi D. Sato, Jenia Jitsev, Thomas Burwick, Christoph von der Malsburg:
Dynamic link models for global decision making with binding-by-synchrony. NaBIC 2010: 201-208
2000 – 2009
- 2009
- [j35]Jenia Jitsev, Christoph von der Malsburg:
Experience-driven formation of parts-based representations in a model of layered visual memory. Frontiers Comput. Neurosci. 3: 15 (2009) - [i2]Jenia Jitsev, Christoph von der Malsburg:
Experience-driven formation of parts-based representations in a model of layered visual memory. CoRR abs/0905.2125 (2009) - 2008
- [j34]Xiangyu Tang, Christoph von der Malsburg:
Figure-Ground Separation by Cue Integration. Neural Comput. 20(6): 1452-1472 (2008) - [j33]Jörg Lücke, Christian Keck, Christoph von der Malsburg:
Rapid Convergence to Feature Layer Correspondences. Neural Comput. 20(10): 2441-2463 (2008) - [c45]Yasuomi D. Sato, Jenia Jitsev, Christoph von der Malsburg:
A Visual Object Recognition System Invariant to Scale and Rotation. ICANN (1) 2008: 991-1000 - [c44]Philipp Wolfrum, Jörg Lücke, Christoph von der Malsburg:
Invariant Face Recognitionin a Network of Cortical Columns. VISAPP (2) 2008: 38-45 - [p4]Christoph von der Malsburg:
The Organic Future of Information Technology. Organic Computing 2008: 7-24 - [p3]Maximilian Krüger, Christoph von der Malsburg, Rolf P. Würtz:
Self-organized Evaluation of Dynamic Hand Gestures for Sign Language Recognition. Organic Computing 2008: 321-342 - [p2]Kazunori Okada, Christoph von der Malsburg:
Face Recognition and Pose Estimation with Parametric Linear Subspaces. Applied Pattern Recognition 2008: 49-74 - [p1]Günter Westphal, Christoph von der Malsburg, Rolf P. Würtz:
Feature-Driven Emergence of Model Graphs for Object Recognition and Categorization. Applied Pattern Recognition 2008: 155-199 - 2007
- [j32]Caroline Möller, Jörg Lücke, Junmei Zhu, Pedro M. Faustmann, Christoph von der Malsburg:
Glial cells for information routing? Cogn. Syst. Res. 8(1): 28-35 (2007) - [j31]Philipp Wolfrum, Christoph von der Malsburg:
What Is the Optimal Architecture for Visual Information Routing? Neural Comput. 19(12): 3293-3309 (2007) - [c43]Junmei Zhu, Christoph von der Malsburg:
Derivation of nonlinear amplitude equations for the normal modes of a self-organizing system. ESANN 2007: 409-414 - [c42]Philipp Wolfrum, Christoph von der Malsburg:
A Marker-Based Model for the Ontogenesis of Routing Circuits. ICANN (2) 2007: 1-8 - [c41]Yasuomi D. Sato, Christian Wolff, Philipp Wolfrum, Christoph von der Malsburg:
Dynamic Link Matching between Feature Columns for Different Scale and Orientation. ICONIP (1) 2007: 385-394 - [c40]Shuang Wu, Christoph von der Malsburg:
A Bayesian Algorithm for Motion and Structure Estimation from Image Sequences. IJCNN 2007: 2954-2958 - 2006
- [j30]Junmei Zhu, Christoph von der Malsburg:
Associative memory of connectivity patterns. Neurocomputing 69(10-12): 1305-1308 (2006) - [j29]Christian Eckes, Jochen Triesch, Christoph von der Malsburg:
Analysis of Cluttered Scenes Using an Elastic Matching Approach for Stereo Images. Neural Comput. 18(6): 1441-1471 (2006) - [c39]Jörg Lücke, Christoph von der Malsburg:
Rapid Correspondence Finding in Networks of Cortical Columns. ICANN (1) 2006: 668-677 - [i1]Günter Westphal, Christoph von der Malsburg, Rolf P. Würtz:
Feature-driven Emergence of Model Graphs for Object Recognition and Categorization. Organic Computing - Controlled Emergence 2006 - 2005
- [c38]Andreas Tewes, Rolf P. Würtz, Christoph von der Malsburg:
A Flexible Object Model for Recognising and Synthesising Facial Expressions. AVBPA 2005: 81-90 - [c37]Michael Hüsken, Michael Brauckmann, Stefan Gehlen, Christoph von der Malsburg:
Strategies and Benefits of Fusion of 2D and 3D Face Recognition. CVPR Workshops 2005: 174 - [c36]Christoph von der Malsburg:
Organisches Rechnen - Revolution der Informatik. GI Jahrestagung (1) 2005: 34-38 - [c35]Xiangyu Tang, Douglas Garrett, Christoph von der Malsburg:
Self-organized figure-ground segmentation by multiple-cue integration. SIP 2005: 376-382 - 2004
- [j28]Christian Müller-Schloer, Christoph von der Malsburg, Rolf P. Würtz:
Organic Computing. Inform. Spektrum 27(4): 332-336 (2004) - [j27]Jörg Lücke, Christoph von der Malsburg:
Rapid Processing and Unsupervised Learning in a Model of the Cortical Macrocolumn. Neural Comput. 16(3): 501-533 (2004) - [j26]Ingo J. Wundrich, Christoph von der Malsburg, Rolf P. Würtz:
Image Representation by Complex Cell Responses. Neural Comput. 16(12): 2563-2575 (2004) - [j25]Junmei Zhu, Christoph von der Malsburg:
Maplets for correspondence-based object recognition. Neural Networks 17(8-9): 1311-1326 (2004) - [c34]Christoph von der Malsburg:
Vision as an Exercise in Organic Computing. GI Jahrestagung (2) 2004: 631-635 - [c33]Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Fabien Cardinaux, Sébastien Marcel, Samy Bengio, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Chris McCool, Scott Lowther, Sridha Sridharan, Vinod Chandran, Roberto Paredes Palacios, Enrique Vidal, Li Bai, LinLin Shen, Yan Wang, Yueh-Hsuan Chiang, Hsien-Chang Liu, Yi-Ping Hung, Alexander Heinrichs, Marco K. Müller, Andreas Tewes, Christoph von der Malsburg, Rolf P. Würtz, Zhenger Wang, Feng Xue, Yong Ma, Qiong Yang, Chi Fang, Xiaoqing Ding, Simon Lucey, Ralph Goss, Henry Schneiderman, Norman Poh, Yann Rodriguez:
Face Authentication Test on the BANCA Database. ICPR (4) 2004: 523-532 - 2003
- [j24]Junmei Zhu, Christoph von der Malsburg:
Learning control units for invariant recognition. Neurocomputing 52-54: 447-453 (2003) - [j23]Carsten Prodöhl, Rolf P. Würtz, Christoph von der Malsburg:
Learning the Gestalt Rule of Collinearity from Object Motion. Neural Comput. 15(8): 1865-1896 (2003) - 2002
- [j22]Junmei Zhu, Christoph von der Malsburg:
Synapto-synaptic interactions speed up dynamic link matching. Neurocomputing 44-46: 721-728 (2002) - [j21]Gabriele Peters, Barbara Zitová, Christoph von der Malsburg:
How to measure the pose robustness of object views. Image Vis. Comput. 20(4): 249-256 (2002) - [j20]Gabriele Peters, Barbara Zitová, Christoph von der Malsburg:
How to measure the pose robustness of object views. Image Vis. Comput. 20(5-6): 341-348 (2002) - [j19]Jochen Triesch, Christoph von der Malsburg:
Classification of hand postures against complex backgrounds using elastic graph matching. Image Vis. Comput. 20(13-14): 937-943 (2002) - [c32]Ingo J. Wundrich, Christoph von der Malsburg, Rolf P. Würtz:
Image Reconstruction from Gabor Magnitudes. Biologically Motivated Computer Vision 2002: 117-126 - [c31]Hartmut S. Loos, Christoph von der Malsburg:
1-Click Learning of Object Models for Recognition. Biologically Motivated Computer Vision 2002: 377-386 - [c30]Jan Wieghardt, Rolf P. Würtz, Christoph von der Malsburg:
Learning the Topology of Object Views. ECCV (4) 2002: 747-760 - [c29]Gabriele Peters, Christoph von der Malsburg:
Learning sparse representations of three-dimensional objects. ESANN 2002: 245-250 - [c28]Kazunori Okada, Christoph von der Malsburg:
Pose-Invariant Face Recognition with Parametric Linear Subspaces. FGR 2002: 71-76 - [c27]Jörg Lücke, Christoph von der Malsburg, Rolf P. Würtz:
Macrocolumns as Decision Units. ICANN 2002: 57-62 - 2001
- [j18]Jochen Triesch, Christoph von der Malsburg:
Democratic Integration: Self-Organized Integration of Adaptive Cues. Neural Comput. 13(9): 2049-2074 (2001) - [j17]Jochen Triesch, Christoph von der Malsburg:
A System for Person-Independent Hand Posture Recognition against Complex Backgrounds. IEEE Trans. Pattern Anal. Mach. Intell. 23(12): 1449-1453 (2001) - [c26]Gabriele Peters, Christoph von der Malsburg:
View Reconstruction by Linear Combination of Sample Views. BMVC 2001: 1-10 - [c25]Kazunori Okada, Christoph von der Malsburg:
Analysis and Synthesis of Human Faces with Pose Variations by a Parametric Piecewise Linear Subspace Method. CVPR (1) 2001: 761-768 - 2000
- [j16]Peter Kalocsai, Christoph von der Malsburg, John L. Horn:
Face recognition by statistical analysis of feature detectors. Image Vis. Comput. 18(4): 273-278 (2000) - [c24]Jan Wieghardt, Christoph von der Malsburg:
Pose-Independent Object Representation by 2-D Views. Biologically Motivated Computer Vision 2000: 276-285 - [c23]Jochen Triesch, Christoph von der Malsburg:
Self-Organized Integration of Adaptive Visual Cues for Face Tracking. FG 2000: 102-109 - [c22]Kazunori Okada, Shigeru Akamatsu, Christoph von der Malsburg:
Analysis and Synthesis of Pose Variations of Human Faces by a Linear PCMAP Model and its Application for Pose-Invariant Face Recognition System. FG 2000: 142-149
1990 – 1999
- 1999
- [j15]Mark Becker, Efthimia Kefalea, Eric Maël, Christoph von der Malsburg, Mike Pagel, Jochen Triesch, Jan C. Vorbrüggen, Rolf P. Würtz, Stefan Zadel:
GripSee: A Gesture-Controlled Robot for Object Perception and Manipulation. Auton. Robots 6(2): 203-221 (1999) - [j14]Ladan Shams, Christoph von der Malsburg:
Are object shape primitives learnable? Neurocomputing 26-27: 855-863 (1999) - [c21]Gabriele Peters, Barbara Zitová, Christoph von der Malsburg:
Two Methods for Comparing Different Views of the Same Object. BMVC 1999: 1-10 - [c20]Jochen Triesch, Jan Wieghardt, Eric Maël, Christoph von der Malsburg:
Towards Imitation Learning of Grasping Movements by an Autonomous Robot. Gesture Workshop 1999: 73-84 - [c19]Kazunori Okada, Christoph von der Malsburg:
Automatic video indexing with incremental gallery creation: integration of recognition and knowledge acquisition. KES 1999: 431-434 - 1998
- [j13]Mike Pagel, Eric Maël, Christoph von der Malsburg:
Self Calibration of the Fixation Movement of a Stereo Camera Head. Auton. Robots 5(3-4): 355-367 (1998) - [j12]Mike Pagel, Eric Maël, Christoph von der Malsburg:
Self Calibration of the Fixation Movement of a Stereo Camera Head. Mach. Learn. 31(1-3): 169-186 (1998) - [c18]Hai Hong, Hartmut Neven, Christoph von der Malsburg:
Online Facial Expression Recognition Based on Personalized Galleries. FG 1998: 354-359 - [c17]Jochen Triesch, Christoph von der Malsburg:
A Gesture Interface for Human-Robot-Interaction. FG 1998: 546-551 - [c16]Jochen Triesch, Christoph von der Malsburg:
Robotic Gesture Recognition by Cue Combination. GI Jahrestagung 1998: 223-232 - [c15]Gabriele Peters, Christian Eckes, Christoph von der Malsburg:
Tracking of Rotating Objects. SSPR/SPR 1998: 390-396 - 1997
- [j11]Norbert Krüger, Michael Pötzsch, Christoph von der Malsburg:
Determination of face position and pose with a learned representation based on labelled graphs. Image Vis. Comput. 15(8): 665-673 (1997) - [j10]Laurenz Wiskott, Jean-Marc Fellous, Norbert Krüger, Christoph von der Malsburg:
Face Recognition by Elastic Bunch Graph Matching. IEEE Trans. Pattern Anal. Mach. Intell. 19(7): 775-779 (1997) - [c14]Laurenz Wiskott, Jean-Marc Fellous, Norbert Krüger, Christoph von der Malsburg:
Face Recognition by Elastic Bunch Graph Matching. CAIP 1997: 456-463 - [c13]Jochen Triesch, Christoph von der Malsburg:
Robotic Gesture Recognition. Gesture Workshop 1997: 233-244 - [c12]Ladan Shams, Christoph von der Malsburg:
Development of Shape Primitives from Images of Composite Objects Represented by Complex Cells. ICANN 1997: 895-900 - [c11]Laurenz Wiskott, Jean-Marc Fellous, Norbert Krüger, Christoph von der Malsburg:
Face Recognition by Elastic Bunch Graph Matching. ICIP (1) 1997: 129-132 - 1996
- [j9]Laurenz Wiskott, Christoph von der Malsburg:
Recognizing Faces by Dynamic Link Matching. NeuroImage 4(3): S14-S18 (1996) - [c10]Jochen Triesch, Christoph von der Malsburg:
Robust classification of hand postures against complex backgrounds. FG 1996: 170-175 - [c9]Thomas Maurer, Christoph von der Malsburg:
Tracking and Learning Graphs and Pose on Image Sequences of Faces. FG 1996: 176-181 - [c8]Thomas Maurer, Christoph von der Malsburg:
Tracking and Learning Graphs on Image Sequences of Faces. ICANN 1996: 323-328 - [c7]Jochen Triesch, Christoph von der Malsburg:
Binding - A Proposed Experiment and a Model. ICANN 1996: 685-690 - [c6]Michael Pötzsch, Thomas Maurer, Laurenz Wiskott, Christoph von der Malsburg:
Reconstruction from Graphs Labeled with Responses of Gabor Filters. ICANN 1996: 845-850 - [c5]O. Rehse, Michael Pötzsch, Christoph von der Malsburg:
Edge Information: A Confidence Based Algorithm Emphazising Continuous Curves. ICANN 1996: 851-856 - [e1]Christoph von der Malsburg, Werner von Seelen, Jan C. Vorbrüggen, Bernhard Sendhoff:
Artificial Neural Networks - ICANN 96, 1996 International Conference, Bochum, Germany, July 16-19, 1996, Proceedings. Lecture Notes in Computer Science 1112, Springer 1996, ISBN 3-540-61510-5 [contents] - 1994
- [j8]Wolfgang Konen, Thomas Maurer, Christoph von der Malsburg:
A fast dynamic link matching algorithm for invariant pattern recognition. Neural Networks 7(6-7): 1019-1030 (1994) - 1993
- [j7]Laurenz Wiskott, Christoph von der Malsburg:
A Neural System for the Recognition of Partially Occluded Objects in Cluttered Scenes: A Pilot Study. Int. J. Pattern Recognit. Artif. Intell. 7(4): 935-948 (1993) - [j6]Wolfgang Konen, Christoph von der Malsburg:
Learning to Generalize from Single Examples in the Dynamic Link Architecture. Neural Comput. 5(5): 719-735 (1993) - [j5]Martin Lades, Jan C. Vorbrüggen, Joachim M. Buhmann, Jörg Lange, Christoph von der Malsburg, Rolf P. Würtz, Wolfgang Konen:
Distortion Invariant Object Recognition in the Dynamic Link Architecture. IEEE Trans. Computers 42(3): 300-311 (1993) - 1992
- [j4]Christoph von der Malsburg, Joachim M. Buhmann:
Sensory segmentation with coupled neural oscillators. Biol. Cybern. 67(3): 233-242 (1992) - [c4]B. S. Manjunath, Rama Chellappa, Christoph von der Malsburg:
A feature based approach to face recognition. CVPR 1992: 373-378 - [c3]B. S. Manjunath, Chandra Shekhar, Rama Chellappa, Christoph von der Malsburg:
A robust method for detecting image features with application to face recognition and motion correspondence. ICPR (2) 1992: 208-212 - 1991
- [c2]Christoph von der Malsburg, Rolf P. Würtz, Jan C. Vorbrüggen:
Bilderkennung mit dynamischen Neuronennetzen. Wissensbasierte Systeme 1991: 519-529 - 1990
- [j3]L. De Maeyer, A. Di Nicola, R. Maetche, Christoph von der Malsburg, Laurenz Wiskott:
An experimental multiprocessor system for distributed parallel computations. Microprocessing and Microprogramming 26(5): 305-317 (1990) - [j2]DeLiang Wang, Joachim M. Buhmann, Christoph von der Malsburg:
Pattern Segmentation in Associative Memory. Neural Comput. 2(1): 94-106 (1990) - [c1]Joachim M. Buhmann, Martin Lades, Christoph von der Malsburg:
Size and distortion invariant object recognition by hierarchical graph matching. IJCNN 1990: 411-416
1980 – 1989
- 1988
- [j1]Christoph von der Malsburg:
Pattern recognition by labeled graph matching. Neural Networks 1(2): 141-148 (1988)
Coauthor Index
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