Franz Pernkopf

2007
Kepesi, M., Pernkopf F., & Wohlmayr M. (2007).  Joint Position-Pitch Tracking for 2-Channel Audio. 5th International Workshop on Content-Based Multimedia Indexing. 303 - 306.
Denchev, V., Pernkopf F., & Radev D. (2007).  Modeling and Clustering Analysis of Broadband Convergence Networks. 2nd IEEE International Workshop on Broadband Convergence Networks. 1 - 12.
Pernkopf, F. (2007).  Tracking of Multiple Targets using On-line Learning for Appearance Model Adaptation. International Conference on Image Analysis and Recognition (ICIAR). 602 - 614.
2006
Pernkopf, F. (2006).  Discriminative Learning of Bayesian Network Classifiers. IASTED International Conference on Artificial Intelligence and Soft Computing (oral presentation). 1 - 6.
Pernkopf, F., & Pham T. V. (2006).  Bayesian Networks for Phonetic Classification Using Time-Scale Features. International Conference on Spoken Language Processing (ICSLP), Interspeech.
Stark, M., Pham T. V., Pernkopf F., Kubin G., & Hering H. (2006).  Speaker Verification for Air Traffic Control. EUROCONTROL Innovative Research Workshop & Exhibition,
2005
Pernkopf, F. (2005).  3D Surface Analysis using Coupled HMMs. Machine Vision and Applications. 16(5), 298-305. Download: mvafulltext.pdf (359.94 KB)
Pernkopf, F. (2005).  Bayesian Network Classifiers versus Selective k-NN Classifier. Pattern Recognition. 38, 1 - 10. Download: pr_elsevier.pdf (183.62 KB)
Pernkopf, F., & Bilmes J. (2005).  Discriminative versus Generative Parameter and Structure Learning of Bayesian Network Classifiers. International Conference on Machine Learning (ICML). 657 - 664. Download: icml2005.pdf (138.45 KB)
Pernkopf, F., & Bouchaffra D. (2005).  Genetic-based EM Algorithm for Learning Gaussian Mixture Models. IEEE Transactions on Pattern Analysis and Machine Intelligence. 27(8), 1344 - 1348. Download: tpami.pdf (545.09 KB)
Pernkopf, F. (2005).  On Initialization of Gaussian Mixtures: A Hybrid Genetic EM Algorithm. IEEE International Conference on Acoustics, Speech, and Signal Processing. 693 - 696.
2004
Baum, M., Dizdarevic V., Hagmüller M., Kubin G., & Pernkopf F. (2004).  Prosody-Based Recognition of Spoken German Varieties. Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing. 929 - 932. Download: baum+2004.pdf (95.21 KB)
Pernkopf, F. (2004).  3D Surface Inspection using Couples HMMs. International Conference on Pattern Recognition (ICPR). 3, 223 - 226.
Pernkopf, F. (2004).  Bayesian Network Classifiers versus k-NN Classifier using Sequential Feature Selection. 19th National Conference on Artificial Intelligence (AAAI). 360 - 365.
2003
Pernkopf, F., & O'Leary P. (2003).  Floating Search Algorithm for Structure Learning of Bayesian Network Classifiers. Pattern Recognition Letters. 24, 2839 - 2848. Download: article.pdf (159.74 KB)
Pernkopf, F., & O'Leary P. (2003).  A Search-and-Score Structure Learning Algorithm for Bayesian Network Classifiers. SME Technical Paper MV03-329 ( (Society of Manufacturing Engineers, Reprint). 1 - 12.
Pernkopf, F., & O'Leary P. (2003).  A Search-and-Score Structure Learning Algorithm for Bayesian Network Classifiers. 6th International Conference on Quality Control by Artificial Vision (QCAV), Proceedings of SPIE, Vol. 5132. 231-240.
Pernkopf, F., & O'Leary P. (2003).  Shape Description and Analysis of Range Data for Milled Steel Blocks. IS&T/SPIE 15th Annual Symposium on Electronic Imaging. 5011, 74 - 81.
2002