[Universiät Ulm] [Fakultät Informatik] [Neuroinformatik] [Mitarbeiter]

Dr. Christian Dietrich

University of Ulm                               Room       O27/548
Department of Neural Information Processing     Telephone: +49 (731) 50-24246
Oberer Eselsberg                                Fax:       +49 (731) 50-24156
D-89069 Ulm
GERMANY                                         

e-mail: christian.dietrich@neuro.informatik.uni-ulm.de

"It is not the neural devices themselves that contain the secret of thought. It is, rather, the organizing principles by which vast numbers of these elementary devices work in concert. Neural computation is an emergent property of the system." Carver Mead [1989]

Research Interests

	Signal Processing
	Decision Fusion
	Sensor Fusion
	Radial Basis Function Networks
	Automated Bioacoustics

Publications

Thesis

Dietrich C., Temporal Sensorfusion for the Classification of Bioacoustic Time Series, PhD thesis, University of Ulm, Department of Neural Information Processing, 2004 (online version PDF 5.4 M, print version PDF 5.4 M)

Journal Papers

	Dietrich C., Palm G., Riede K., Schwenker F.. Classification of Bioacoustic Time Series based on the combination of global and local decisions, International Jounal of Pattern Recognition, vol 37, pp 2293-2305, 2004
	Dietrich C., Palm G., Schwenker F.. Decision Templates for the Classification of Time Series, International Journal of Information Fusion, vol 4, pp 101-109, 2003
	Schwenker F., Dietrich C., Kestler H., Riede K., Palm G.. Radial Basis Function Neural Networks and Temporal Fusion for the Classification of Bioacoustic Time Series, Neurocomputing, vol 51, pp 265-275, 2002
	Schwenker F. , Dietrich C.. Initialisation of Radial Basis Function Networks Using Classification Trees (ps, pdf, ps.gz, pdf.gz), Neural Network World, vol 10, pp 473-482, 2000

Conference Papers

	Schwenker F., Dietrich C., Riede K., Palm G.. Künstliche neuronale Netze für die Erkennung von Orthopterengesängen, Bioakustische Mustererkennung, Bundesamt für Naturschutz (BfN), Bonn, pp 21-31, 2005
	Ingrisch S., Riede K., Lampe K.H., Dietrich C. DORSA - A "Virtual Museum" of German Orthoptera Collections, Memorie Soc. entomol. ital, 82(2), pp 349-356, 2004
	Schwenker F., Dietrich C., Palm G. Classification of Bioacoustic Time Series by Training a Decision Template Fusion Mapping, European Symposium on Artificial Neural Networks 2004, d-side, Belgium, pp 555-560, 2004
	Dietrich C., Schwenker F., Palm G.. Classification of Bioacoustic Time Series by Training a Fusion Layer with Decision Templates, IAPR-TC3, pp 15-18, Florence, 2003
	Dietrich C., Schwenker F., Palm G.. Multiple Classifier Systems for the Recognition of Orthoptera Songs, DAGM 2003, pp 474-481, Magdeburg, 2003
	Dietrich C., Schwenker F., Palm G.. Decision Templates for the classification of Bioacoustic Time Series, Proceedings of IEEE Workshop on Neural Networks and Signal Processing, pp 159-168, Martigny 2002
	Riede K., Ingrisch, S., Dietrich, C.. Integration of Orthoptera collection data within a Virtual Museum: the German Orthoptera Collections Database. Metaleptea Special Meeting Issue 2001:34
	Ingrisch S. Riede K., Dietrich, C.. DORSA - German Orthoptera Collections. - BIOLOG. German programme on biodiversity and global change (phase I, 2000-2004) funded by BMBF Report 2001: 200-201
	Dietrich C, Schwenker F., Palm G.. Fusion Architectures for the Classification of Time Series, International Conference on Artificial Neural Networks (ICANN) 2001, Springer - LNCS 2130, pp 749-755, Wien 2001
	Dietrich C., Schwenker F., Palm G. Classification of Time Series Utilizing Temporal and Decision Fusion, Proceedings of Multiple Classifier Systems (MCS) 2001, Springer - LNCS 2096, pp 378-387, Cambridge 2001

Posters

	Dietrich C., Schwenker F., Palm G.. Decision Templates for the classification of Bioacoustic Time Series, IEEE Workshop on Neural Networks and Signal Processing, Martigny 2002
	Riede K., Ingrisch S., Dietrich, C.. Integration of Orthoptera collection data within a Virtual Museum: the German Orthoptera collections database, International Conference on Orthopteroid Insects 2001, Montpellier 2001
	Ingrisch S., Riede K., Dietrich, C., Lampe K.H.. DORSA - A "Virtual Museum" of German Orthoptera Collections, Biolog Statusseminar 2001, Bonn 2001
	Dietrich C., Schwenker F., Palm G.. Fusion Architectures for the Classification of Time Series, International Conference on Artificial Neural Networks (ICANN) 2001.
	Dietrich C., Schwenker F., Palm G.. Classification of Time Series Utilizing Temporal and Decision Fusion, Proceedings of Multiple Classifier Systems (MCS) 2001.

Technical reports

Dietrich C., Riede K., Schwenker F., Palm G. Classification of Bioacoustic Time Series Utilizing Pulse Detection, Time and Frequency Features and Data Fusion (Ulmer Informatik Berichte)

Talks

	Classification of Cricket Songs Utilizing Artificial Neural Networks, 1. EDIS-Workshop (2001/03), Zoologische Staatssammlung München (ZSM)
	...

Articles about this work

Optische und akustische Mustererkennung identifiziert Bienen und Heuschrecken, Computer-Zeitung Nr. 5 / 27. Januar 2003

Links

PGP Public Key

-----BEGIN PGP PUBLIC KEY BLOCK-----
Version: 2.6.3in
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=Q6ck
-----END PGP PUBLIC KEY BLOCK-----

[back]