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Dr. Matthias Franz

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Bild von Franz, Matthias, Dr.

Matthias Franz

Position: Wissenschaftler  Abteilung: 

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Artikel (11):

Kienzle W, Franz MO, Schölkopf B und Wichmann FA (Mai-2009) Center-surround patterns emerge as optimal predictors for human saccade targets Journal of Vision 9(5:7) 1-15.
Yovel Y, Franz MO, Stilz P und Schnitzler H-U (März-2008) Plant Classification from Bat-Like Echolocation Signals PLoS Computational Biology 4(3) 1-13.
Franz MO und Schölkopf B (Dezember-2006) A Unifying View of Wiener and Volterra Theory and Polynomial Kernel Regression Neural Computation 18(12) 3097-3118.
Kim KI, Franz MO und Schölkopf B (September-2005) Iterative Kernel Principal Component Analysis for Image Modeling IEEE Transactions on Pattern Analysis and Machine Intelligence 27(9) 1351-1366.
Franz MO, Chahl JS und Krapp HG (November-2004) Insect-inspired estimation of egomotion Neural Computation 16(11) 2245-2260.
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Franz MO und Krapp HG (August-2000) Wide-field, motion-sensitive neurons and matched filters for optic flow fields Biological Cybernetics 83(3) 185-197.
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Franz MO und Mallot HA (Januar-2000) Biomimetic robot navigation Robotics and Autonomous Systems 30(1-2) 133-153.
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Huber SA, Franz MO und Bülthoff HH (Dezember-1998) On robots and flies: Modeling the visual orientation behavior of flies. Robotics and Autonomous Systems 29(4) 227-242.
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Franz M, Schölkopf B und Bülthoff HH (Oktober-1998) Where did I take that snapshot? Scene-based homing by image matching Biological Cybernetics 79(3) 191-202.
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Franz M, Schölkopf B, Mallot HA und Bülthoff HH (März-1998) Learning view graphs for robot navigation Autonomous Robots 5(1) 111-125.
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Franz MO und Zhang MH (1995) Suppression and creation of chaos in a periodically forced Lorenz system. Physical Review E 52 3558-3565.

Beiträge zu Tagungsbänden (28):

Schwamberger V und Franz MO (September-2010) Simple algorithmic modifications for improving blind steganalysis performance, 12th ACM Workshop on Multimedia and Security (MM&Sec 2010), ACM Press, New York, NY, USA, 225-230.
Schwamberger V, Le PHD, Schölkopf B und Franz MO (Juni-2010) The Influence of the Image Basis on Modeling and Steganalysis Performance In: Information Hiding, , 12th international Workshop (IH 2010), Springer, Berlin, Germany, 133-144, Series: Lecture Notes in Computer Science ; 6387.
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Barbero Jimenez A, Franz MO, Drongelen WV, Dorronsoro JR, Schölkopf B und Grosse-Wentrup M (September-2009) Implicit Wiener Series Analysis of Epileptic Seizure Recordings, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2009), IEEE Service Center, Piscataway, NJ, USA, 5304-5307.
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Kienzle W, Wichmann FA, Schölkopf B und Franz MO (September-2007) A Nonparametric Approach to Bottom-Up Visual Saliency In: Advances in Neural Information Processing Systems 19, , Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), MIT Press, Cambridge, MA, USA, 689-696.
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Kienzle W, Schölkopf B, Wichmann F und Franz MO (September-2007) How to Find Interesting Locations in Video: A Spatiotemporal Interest Point Detector Learned from Human Eye movements In: Pattern Recognition, , 29th Annual Symposium of the German Association for Pattern Recognition (DAGM 2007), Springer, Berlin, Germany, 405-414, Series: Lecture Notes in Computer Science ; 4713.
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Franz MO und Gehler PV (Juni-2006) How to choose the covariance for Gaussian process regression independently of the basis, Workshop Gaussian Processes in Practice (GPIP 2006), videolectures.net, Scottsdale, AZ, USA, 1-4.
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McAuley J, Caetano T, Smola A und Franz MO (Juni-2006) Learning High-Order MRF Priors of Color Images, 23rd International Conference on Machine Learning (ICML 2006), ACM Press, New York, NY, USA, 617-624.
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Kienzle W, Wichmann FA, Schölkopf B und Franz MO (April-2006) Learning an Interest Operator from Human Eye Movements, Conference on Computer Vision and Pattern Recognition Workshop (CVPWR 2006), IEEE Computer Society, Los Alamitos, CA, USA, 24.
Estrela VV, Franz MO, Lopes RT und De Araújo AP (Juli-2005) Adaptive mixed norm optical flow estimation, Visual Communications and Image Processing (VCIP 2005), SPIE, Bellingham, WA, USA, 1-8, Series: Proceedings of the SPIE ; 5960.
Kienzle W, BakIr G, Franz M und Schölkopf B (Juli-2005) Face Detection: Efficient and Rank Deficient In: Advances in Neural Information Processing Systems 17, , Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), MIT Press, Cambridge, MA, USA, 673-680.
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Franz MO und Schölkopf B (Juli-2005) Implicit Wiener series for higher-order image analysis In: Advances in Neural Information Processing Systems 17, , Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), MIT Press, Cambridge, MA, USA, 465-472.
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Franz MO und Schölkopf B (Oktober-2004) Implicit estimation of Wiener series In: Machine Learning for Signal Processing XIV, , 14th IEEE Signal Processing Society Workshop (MLSP 2004), IEEE Operations Center, Piscataway, NJ, USA, 735-744.
Kienzle W, BakIr G, Franz M und Schölkopf B (September-2004) Efficient Approximations for Support Vector Machines in Object Detection In: Pattern Recognition, , 26th Annual Symposium of the German Association for Pattern Recognition (DAGM 2004), Springer, Berlin, Germany, 54-61, Series: Lecture Notes in Computer Science ; 3175.
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Sinz F, Candela JQ, BakIr G, Rasmussen CE und Franz M (September-2004) Learning Depth From Stereo In: Pattern Recognition, , 26th Annual Symposium of the German Association for Pattern Recognition (DAGM 2004), Springer, Berlin, Germany, 245-252, Series: Lecture Notes in Computer Science ; 3175.
BakIr G, Gretton A, Franz M und Schölkopf B (September-2004) Multivariate Regression via Stiefel Manifold Constraints In: Pattern Recognition, , 26th Annual Symposium of the German Association for Pattern Recognition (DAGM 2004), Springer, Berlin, Germany, 262-269, Series: Lecture Notes in Computer Science ; 3175.
Franz MO, Kwon Y, Rasmussen CE und Schölkopf B (September-2004) Semi-supervised Kernel Regression Using Whitened Function Classes In: Pattern Recognition, , 26th Annual Symposium of the German Association for Pattern Recognition (DAGM 2004), Springer, Berlin, Germany, 18-26, Series: Lecture Notes in Computer Science ; 3175.
Kim KI, Franz M und Schölkopf B (Mai-2004) Kernel Hebbian Algorithm for single-frame super-resolution, ECCV 2004 Workshop on Statistical Learning in Computer Vision (SLCV 2004), 135-149.
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Franz MO und Chahl JS (Oktober-2003) Linear Combinations of Optic Flow Vectors for Estimating Self-Motion: a Real-World Test of a Neural Model In: Advances in Neural Information Processing Systems 15, , Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), MIT Press, Cambridge, MA, USA, 1319-1326.
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Ilg W, Bakir GH, Franz MO und Giese M (Juli-2003) Hierarchical Spatio-Temporal Morphable Models for Representation of complex movements for Imitation Learning, 11th International Conference on Advanced Robotics (ICAR 2003), Universidade de Coimbra, Coimbra, Portugal, 453-458.
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Franz MO und Chahl JS (November-2002) Insect-Inspired Estimation of Self-Motion In: Biologically Motivated Computer Vision, , Second International Workshop on Biologically Motivated Computer Vision (BMCV 2002), Springer, Berlin, Germany, 171-180, Series: Lecture Notes in Computer Science ; 2525.
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Franz MO, Neumann TR, Plagge M, Mallot HA und Zell A (September-1999) Can fly tangential neurons be used to estimate self-motion?, Ninth International Conference on Artificial Neural Networks (ICANN 99), Institute of Electrical Engineers, London, UK, 994-999, Series: Conference publication of the Institution of Electrical Engineers ; 470.
Mallot HA, Gillner S, Steck SD und Franz MO (August-1999) Recognition-Triggered Response and the View-Graph Approach to Spatial Cognition In: Spatial Information Theory. Cognitive and Computational Foundations of Geographic Information Science, , International Conference on Spatial Information Theory: Cognitive and Computational Foundations of Geographic Information Science (COSIT '99), Springer, Berlin, Germany, 367-380, Series: Lecture Notes in Computer Science ; 1661.
Franz MO, Schölkopf B, Mallot HA, Bülthoff HH und Zell A (Oktober-1998) Navigation mit Schnappschüssen In: Mustererkennung 1998, , 20th DAGM-Symposium, Springer, Berlin, Germany, 421-428, Series: Informatik aktuell.
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Distler HK, van Veen HAHC, Braun SJ, Heinz W, Franz MO und Bülthoff HH (Juni-1998) Navigation in real and virtual environments: Judging orientation and distance in a large-scale landscape In: Virtual Environments ’98, , Eurographics Workshop 1998, Springer, Wien, Austria, 124-133, Series: Eurographics.
Mallot HA, Franz MO, Schölkopf B und Bülthoff HH (Oktober-1997) The view-graph approach to visual navigation and spatial memory In: Artificial Neural Networks - ICANN '97, , 7th International Conference on Artificial Neural Networks, Springer, Berlin, Germany, 751-756, Series: Lecture Notes in Computer Science ; 1327.
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Franz MO, Schölkopf B und Bülthoff HH (Juli-1997) Homing by parameterized scene matching, Fourth European Conference on Artificial Life (ECAL97), MIT Press, Cambridge, MA, USA, 236-245.
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Franz MO, Schölkopf B, Georg P, Mallot HA und Bülthoff HH (Februar-1997) Learning view graphs for robot navigation, First International Conference on Autonomous Agents (AGENTS '97), ACM Press, New York, NY, USA, 138-147.
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Franz MO, Schölkopf B, Mallot HA und Bülthoff HH (September-1996) Aktives Erwerben eines Ansichtsgraphen zur diskreten Repräsentation offener Umwelten In: Fortschritte der Künstlichen Intelligenz (KI 96), , 20. Deutsche Jahrestagung für Künstliche Intelligenz, Dresden University Press, Dresden, Germany, 138-147.
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Beiträge zu Büchern (2):

Franz MO, Stürzl W, Reichardt W und Mallot HA: A Robot System for Biomimetic Navigation: From Snapshots to Metric Embeddings of View Graphs, 297-314. In: Robotics and Cognitive Approaches to Spatial Mapping, (Ed) M.E. Jefferies, Springer, Berlin, Germany, (2008).
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Dahmen H-J, Franz MO und Krapp HG: Extracting egomotion from optic flow: limits of accuracy and neural matched filters, 143-168. In: Motion Vision: Computational, Neural, and Ecological Constraints, (Ed) J.M. Zanker, Springer, Berlin, Germany, (2001).

Technische Berichte (9):

Gehler PV und Franz M: Implicit Wiener Series, Part II: Regularised estimation, 148, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (November-2006).
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Bakir GH, Gretton A, Franz MO und Schölkopf B: Multivariate Regression with Stiefel Constraints, 128, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (Juli-2004).
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Franz MO und Schölkopf B: Implicit Wiener Series, 114, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (Juni-2003).
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Kim KI, Franz M und Schölkopf B: Kernel Hebbian Algorithm for Iterative Kernel Principal Component Analysis, 109, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (Juni-2003).
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Franz MO und Mallot HA: Biomimetic robot navigation, 65, Max Planck Institute for Biological Cybernetics Tübingen, (Oktober-1998).
Franz MO und Krapp HG: Wide-Field, Motion-Sensitive Neurons and Optimal Matched Filters for Optic Flow, 61, Max Planck Institute for Biological Cybernetics, Tübingen, (Juni-1998).
Huber S, Franz M und Bülthoff HH: On Robots and Flies: Modeling the visual orientation behavior of flies, 56, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (Februar-1998).
Franz MO, Schölkopf B und Bülthoff HH: Homing by parameterized scene matching, 46, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (Februar-1997).
Franz M, Schölkopf B, Georg P, Mallot HA und Bülthoff HH: Learning View Graphs for Robot Navigation, 33, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (Juli-1996).
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Last updated: Montag, 22.05.2017