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Dipl.-Ing. Phys. Arnulf B. A. Graf

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Picture of Graf, Arnulf B. A., Dipl.-Ing. Phys.

Arnulf B. A. Graf

Position: PhD Student  Unit: Alumni Schölkopf Alumni Bülthoff

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Articles (5):

Graf ABA Person, Bousquet O Person, Rätsch G Person and Schölkopf B Person (2009) Prototype Classification: Insights from Machine Learning Neural Computation 21(1) 272-300.
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Graf ABA Person, Wichmann FA Person, Bülthoff HH Person and Schölkopf B Person (2006) Classification of Faces in Man and Machine Neural Computation 18(1) 143-165.
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Graf ABA Person, Smola AJ and Borer S (2003) Classification in a Normalized Feature Space using Support Vector Machines IEEE Transactions on Neural Networks 14(3) 597-605.
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Vogel G , Graf ABA Person, von Wolfersdorf J and Weigand B (2003) A novel transient heater-foil technique for liquid crystal experiments on film cooled surfaces ASME Journal of Turbomachinery 125 529-537.
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Gonzalez O , Graf ABA Person and Maddocks JH (2003) Dynamics of a rigid body in a Stokes fluid Journal of Fluid Mechanics . accepted

Conference papers (7):

Wichmann FA Person, Graf ABA Person, Simoncelli EP , Bülthoff HH Person and Schölkopf B Person (2005) Machine Learning Applied to Perception: Decision Images for Classification In: Advances in Neural Information Processing Systems 17, (Ed) Saul LK, Weiss Y and Bottou L, 18th Annual Conference on Neural Information Processing Systems (NIPS 2004), MIT Press, Cambridge, MA, USA, 1489-1496.
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Graf ABA Person and Wichmann FA Person (2004) Insights from Machine Learning Applied to Human Visual Classification In: Advances in Neural Information Processing Systems 16, (Ed) Thrun, S., L. Saul, B. Schölkopf, Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), MIT Press, Cambridge, MA, USA, 905-912.
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Wallraven C Person, Caputo B and Graf ABA Person (2003) Recognition with Local Features: the Kernel Recipe Ninth IEEE International Conference on Computer Vision (ICCV 2003), IEEE Computer Society, Los Alamitos, CA, USA, 257-264.
Graf ABA Person and Wichmann FA Person (2002) Gender Classification of Human Faces In: Biologically Motivated Computer Vision, (Ed) H. H. Bülthoff and C. Wallraven, Second International Workshop on Biologically Motivated Computer Vision (BMCV 2002), Springer, Berlin, Germany, 1-18.
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Bülthoff HH Person, Wallraven C Person and Graf A Person (2002) View-based dynamic object recognition based on human perception (Ed) Kasturi, R. , D. Laurndeau, C.Y. Suen, N. Ayache, 16th International Conference on Pattern Recognition (ICPR 2002), IEEE, Piscataway, NJ, USA, 768-776.
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Vogel G , Graf ABA Person and Weigand B (2002) Film Cooling: A Comparative Study of Different Heaterfoil Configurations for Liquid Crystals Experiments ASME TURBO EXPO 2002, Amsterdam, GT-2002-30552.
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Graf ABA Person and Borer S (2001) Normalization in Support Vector Machines In: Pattern Recognition, (Ed) Radig, B. , S. Florczyk, 23rd DAGM Symposium, Springer, Berlin, Germany, 277-282.

Technical reports (1):

Graf ABA Person and Wallraven C Person: Multi-class SVMs for Image Classification using Feature Tracking, 99, (2002).
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Posters (6):

Graf A Person, Wichmann F Person, Bülthoff H Person and Schölkopf B Person (2005): The human brain as large margin classifier, Proceedings of the Computational & Systems Neuroscience Meeting (COSYNE), 2 1.
Graf ABA Person, Wichmann FA Person, Bülthoff HH Person and Schölkopf B Person (2004): Human Classification Behaviour Revisited by Machine Learning, 7th Tübingen Perception Conference (TWK 2004), Tübingen, Germany.
Graf ABA Person, Wichmann FA Person, Bülthoff HH Person and Schölkopf B Person (2004): Classification and Memory Behaviour of Man Revisited by Machine, CSHL Meeting on Computational & Systems Neuroscience (COSYNE).
Graf ABA Person, Wichmann FA Person, Bülthoff HH Person and Schölkopf B Person (2003): Study of Human Classification using Psychophysics and Machine Learning, 6. Tübinger Wahrnehmungskonferenz (TWK 2003), Tübingen, Germany.
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Cunningham DW Person, Graf ABA Person and Bülthoff HH Person (2002): A relative encoding approach to modeling Spatiotemporal Boundary Formation, Second Annual Meeting of the Vision Sciences Society (VSS 2002), Sarasota, FL, USA, Journal of Vision, 2(7) 704.
Cunningham DW Person, Graf ABA Person and Bülthoff HH Person (2002): A relative encoding model of spatiotemporal boundary formation, 5. Tübinger Wahrnehmungskonferenz (TWK 2002), Tübingen, Germany.

Theses (1):

Graf AAB Person: Classification and Feature Extraction in Man and Machine, University of Tübingen, Germany, (2004). PhD thesis

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