Franz Pernkopf

2009
Tantibundhit, C., Pernkopf F., & Kubin G. (2009).  Speech Enhancement Based on Joint Time-Frequency Segmentation. IEEE International Conference on Acoustics, Speech and Signal Processing. 4673 - 4676.
Stark, M., & Pernkopf F. (2009).  Towards source-filter based single sensor speech separation. (IEEE, Ed.).IEEE International Conference on Acoustics, Speech and Signal Processing. 97 - 100.
2008
Pernkopf, F. (2008).  Multiple Object Tracking Using Incremental Learning for Appearance Model Adaptation. International Conference on Computer Vision Theory and Applications. 463-468.
Petrik, S., & Pernkopf F. (2008).  Language Model Adaptation for Medical Dictations by Automatic Phonetics-Driven Transcript Reconstruction. (A. Gammerman, Ed.).Proceedings of the IASTED International Conference on Artificial Intelligence - Machine Learning. 194 - 199.
Petrik, S., & Pernkopf F. (2008).  Automatic Phonetics-Driven Reconstruction of Medical Dictations on Multiple Levels of Segmentation. International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 4317 - 4320.
Pernkopf, F., & Bilmes J. (2008).  Efficient Heuristics for Discriminative Structure Learning of Bayesian Network Classifiers. Technical Report, Laboratory for Signal Processing and Speech Communication.  Download: mastertr.pdf (662.12 KB)
Pernkopf, F., & Bilmes J. (2008).  Order-based Discriminative Structure Learning for Bayesian network Classifiers. International Symposium on Artificial Intelligence and Mathematics. 1 - 8. Download: masterisaim08.pdf (255.41 KB)
Pernkopf, F. (2008).  Tracking of Multiple Targets Using On-Line Learning for Appearance Model Adaptation. IEEE Transactions on Systems, Man, and Cybernetics: Part B. 38(6), 1465 - 1475. Download: tsmcb.pdf (3.69 MB); videos.tar.gz (6.96 MB)
2007
Neffe, M., Pham T. V., Pernkopf F., & Kubin G. (2007).  Robust Speaker Verification in Air Traffic Control using Improved Voice Activity Detection. IASTED International Conference on Signal Processing, Pattern Recognition, and Applications. n/a, 298 - 303.
Pernkopf, F. (2007).  Discriminative Learning of Bayesian Network Classifiers. IASTED International Conference on Artificial Intelligence and Applications. 422-427.
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)