Publications of ABA Graf
All genres
Journal Article (5)
1.
Journal Article
21 (1), pp. 272 - 300 (2009)
Prototype Classification: Insights from Machine Learning. Neural computation 2.
Journal Article
18 (1), pp. 143 - 165 (2006)
Classification of Faces in Man and Machine. Neural computation 3.
Journal Article
519, pp. 133 - 160 (2004)
Dynamics of a rigid body in a Stokes fluid. The Journal of Fluid Mechanics 4.
Journal Article
14 (3), pp. 597 - 605 (2003)
Classification in a Normalized Feature Space using Support Vector Machines. IEEE Transactions on Neural Networks 5.
Journal Article
125 (3), pp. 529 - 537 (2003)
A novel transient heater-foil technique for liquid crystal experiments on film cooled surfaces. Journal of Turbomachinery Conference Paper (6)
6.
Conference Paper
Machine Learning Applied to Perception: Decision-Images for Gender Classification. In: Advances in Neural Information Processing Systems 17, pp. 1489 - 1496 (Eds. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, December 13, 2004 - December 16, 2004. MIT Press, Cambridge, MA, USA (2005)
7.
Conference Paper
Schölkopf, B.). Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), Vancouver, BC, Canada, December 08, 2003 - December 13, 2003. MIT Press, Cambridge, MA, USA (2004)
Insights from Machine Learning Applied to Human Visual Classification. In: Advances in Neural Information Processing Systems 16: Proceedings of the 2003 Conference, pp. 905 - 912 (Eds. Thrun, S.; Saul, L.; 8.
Conference Paper
Recognition with Local Features: the Kernel Recipe. In: Ninth IEEE International Conference on Computer Vision, pp. 257 - 264. Ninth IEEE International Conference on Computer Vision (ICCV 2003), Nice, France, October 13, 2003 - October 16, 2003. IEEE Computer Society, Los Alamitos, CA, USA (2003)
9.
Conference Paper
Bülthoff, H.; Wallraven, C.; Lee, S.-W.; Poggio, T.). Second International Workshop on Biologically Motivated Computer Vision (BMCV 2002), Tübingen, Germany, November 22, 2002 - November 24, 2002. Springer, Berlin, Germany (2002)
Gender Classification of Human Faces. In: Biologically Motivated Computer Vision: Second International Workshop, BMCV 2002 Tübingen, Germany, November 22–24, 2002, pp. 491 - 500 (Eds. 10.
Conference Paper
View-based dynamic object recognition based on human perception. In: Object recognition supported by user interaction for service robots, pp. 768 - 776 (Eds. Kasturi, R.; Laurndeau, D.; Suen, C.; Ayache, N.). 16th International Conference on Pattern Recognition (ICPR 2002), Quebec, Canada, August 11, 2002 - August 15, 2002. IEEE, Piscataway, NJ, USA (2002)
11.
Conference Paper
Normalization in Support Vector Machines. In: Pattern Recognition: 23rd DAGM Symposium Munich, Germany, September 12–14, 2001, pp. 277 - 282 (Eds. Radig, B.; Florczyk, S.). 23rd DAGM Symposium, München, Germany, September 12, 2001 - September 14, 2001. Springer, Berlin, Germany (2001)
Poster (6)
12.
Poster
The human brain as a large margin classifier. Computational and Systems Neuroscience Meeting (COSYNE 2005), Salt Lake City, UT, USA (2005)
13.
Poster
Classification and Memory Behaviour of Man Revisited by Machine. Computational and Systems Neuroscience Meeting (COSYNE 2004), Cold Spring Harbor, NY, USA (2004)
14.
Poster
Human Classification Behaviour Revisited by Machine Learning. 7th Tübingen Perception Conference (TWK 2004), Tübingen, Germany (2004)
15.
Poster
Study of Human Classification using Psychophysics and Machine Learning. 6. Tübinger Wahrnehmungskonferenz (TWK 2003), Tübingen, Germany (2003)
16.
Poster
A relative encoding approach to modeling Spatiotemporal Boundary Formation. Second Annual Meeting of the Vision Sciences Society (VSS 2002), Sarasota, FL, USA (2002)
17.
Poster
A relative encoding model of spatiotemporal boundary formation. 5. Tübinger Wahrnehmungskonferenz (TWK 2002), Tübingen, Germany (2002)
Thesis - PhD (1)
18.
Thesis - PhD
Classification and Feature Extraction in Man and Machine. Dissertation, 239 pp., Eberhard-Karls-Universität Tübingen, Tübingen, Germany (2004)
Report (1)
19.
Report
99). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2002), 7 pp.
Multi-class SVMs for Image Classification using Feature Tracking (Technical Report of the Max Planck Institute for Biological Cybernetics,