[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

see also Artificial Neural Networks research group and DOrSa

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

EDIS (Entomological Data Information System)
SYSTAX (Database System for Systematics and Taxonomy)
Springer - Lecture Notes in Computer Science

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