Horst Bischof

Univ.-Prof. Dipl.-Ing. Dr.techn.

1989 …2021
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Research Output 1989 2019

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1989

Verwendung von neuralen Netzwerken zur Bestimmung der Baumart aus digitalen Rasterbildern

Bischof, H. & Pinz, A., 1989, Wissensbasierte Mustererkennung. Wien [u.a.]: Oldenbourg, Vol. 49. p. 149-161 (Schriftenreihe der Österreichischen Computer-Gesellschaft).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

1990

A Neural Network Tool as an Additional Feature for a Computer Vision System

Bischof, H. & Pinz, A., 1990, Image Acquisition and Real-Time Visualization. Wien [u.a.]: Oldenbourg, Vol. 56. p. 37-50 (Schriftenreihe der Österreichischen Computer-Gesellschaft).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Constructing a Neural Network for the Interpretation of the Species of Trees in Aerial Photographs

Bischof, H. & Pinz, A., 1990, Proceedings / 10th International Conference on Pattern Recognition. Los Alamitos, Calif. [u.a.]: IEEE Computer Soc. Press, p. 755-757

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Verwendung von Neuralen Netzwerken zur Klassifikation Natürlicher Objekte am Beispiel der Baumerkennung aus Farb-Infrarot-Luftbildern

Bischof, H. & Pinz, A., 1990, Konnektionismus in Artficial Intelligence und Kognitionsforschung. Berlin [u.a.]: Springer, Vol. 252. p. 112-119 (Informatik-Fachberichte).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

1991

AI-Methods for Remote Sening: Neural Networks and Knowledge-Based Vision

Bischof, H., Bartl, R., Pinz, A. & Schneider, W., 1991, Proceedings of the 11th EARSeL Symposium. Boulogne-Billancourt: EARSeL Secretariat, p. 14-22

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Visualization Methods for Neural Networks

Bischof, H. & Pinz, A., 1991, Konnektionismus: Beiträge aus Theorie und Praxis. Wien: Österr. Ges. für Artificial Intelligence, Vol. 3. p. 1-14 (Schriftenreihe der Österreichischen Gesellschaft für Artificial Intelligence).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

1992

A Formal Neural Network Model and its Application to Landsat TM Image Classification

Bischof, H., 1992, Modelling and New Methods in Image Processing and in Geographical Information Systems. Wien [u.a.]: Oldenbourg, Vol. 61. p. 79-94 (OCG-Schriftenreihe).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Combining pyramidal and fractal image coding

Kropatsch, W. G., Neuhauser, M. A., Leitgeb, I. J. & Bischof, H., 1992, Proceedings 11th IAPR Conference on Pattern Recognition ; Vol. 3. Los Alamitos, Calif.: IEEE Computer Soc. Press, p. 61-64

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Neural Networks and Image Pyramids

Bischof, H., 1992, Pattern Recognition 1992. Wien: Oldenbourg, Vol. 62. p. 249-260 (OCG-Schriftenreihe).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Neural Networks in Image Pyramids

Bischof, H. & Pinz, A., 1992, IJCNN, International Joint Conference on Neural Networks / Vol. 4. New York, NY: Int. Neural Network Soc., p. 374-379

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Neural Network Surgery: Transplantation of Hidden Units

Pinz, A. & Bischof, H., 1992, Proceedings / ECAI 92. Chichester [u.a.]: Wiley, p. 214-215

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

The Invariance Problem for Hierarchical Neural Networks

Bischof, H. & Pinz, A., 1992, Neural and Stochastic Methods in Image and Signal Processing. Bellingham, Wash.: SPIE, Vol. 1766. p. 118-129 (SPIE Proceedings Series).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Tools for Dynamic Network Structures: GRAPE Grammars

Freund, R., Haberstroh, B. & Bischof, H., 1992, IJCNN, International Joint Conference on Neural Networks / Vol. 1. New York, NY: Int. Neural Network Soc., p. 737-742

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Visualization Methods for Neural Networks

Bischof, H., Pinz, A. & Kropatsch, W., 1992, Proceedings 11th IAPR Conference on Pattern Recognition ; Vol. 2. Los Alamitos, Calif.: IEEE Computer Soc. Press, p. 581-585

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

1993

Hopfield Networks for Irregular Decimation

Bischof, H. & Kropatsch, W. G., 1993, Image Analysis and Synthesis. Wien [u.a.]: Oldenbourg, Vol. 68. p. 317-327 (OCG-Schriftenreihe).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Neural Networks versus Image Pyramids

Bischof, H. & Kropatsch, W. G., 1993, Artificial Neural Networks and Genetic Algorithms. Albrecht, R. F., Reeves, C. R. . & Steele, N. C. (eds.). Wien [u.a.]: Springer, p. 145-153

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

1994

Fuzzy Curve Pyramid

Bischof, H. & Kropatsch, W. G., 1994, Proceedings of the 12th IAPR International Conference on Pattern Recognition ; Vol. 1. Los Alamitos, Calif.: IEEE Computer Soc. Press, p. 505-509

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Identifizieren von Gesichtern durch Steuern der visuellen Aufmerksamkeit

Hraby, K. & Bischof, H., 1994, Musterkennung 1994. Wien: Technische Universität Wien, Vol. 5. p. 575-580 (Informatik Xpress).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learning in Pyramidal Neural Networks

Bischof, H., 1994, Mustererkennung 1994. Wien: Technische Universität Wien, Vol. 5. p. 273-280 (Informatik Xpress).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Modulare neuronale Architekturen in der Mustererkennung

Thurner, E. & Bischof, H., 1994, Mustererkennung 1994. Wien: Technische Universität Wien, Vol. 5. p. 566-574 (Informatik Xpress).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Strukturelle Beschreibung von kunstgeschichtlichen Portraitminiaturen

Sablatnig, R. & Bischof, H., 1994, Mustererkennung 1994. Wien: Technische Universität Wien, Vol. 5. p. 220-229 (Informatik Xpress).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Voronoi Pyramids and Hopfield Networks

Bischof, H., Bertin, E. & Bertolino, P., 1994, Proceedings of the 12 IAPR International Conference on Pattern Recognition ; Vol. 3. Los Alamitos, Calif.: IEEE Computer Soc. Press, p. 330-333

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

1995

Image Compression by PCA Pyramids

Bischof, H. & Hornik, K., 1995, Proceedings of the Fourth International Symposium on Measurement and Control in Robotics. Bratislava: Slovac Techn. Univ, p. 7-17

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Modular Classification by Introducing Bias

Bischof, H., 1995, Visual modules. Wien: Olenbourg, Vol. 81. p. 285-293 (Schriftenreihe der Österreichischen Computer-Gesellschaft).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Mustererkennung und Bildverarbeitung mit Neuralen Netzwerken

Bischof, H., 1995, Konnektionismus und neuronale Netze. Sankt Augustin: GMD-Forschungszentrum Informationstechnik, Vol. 272. p. 95-116 (GMD-Studien).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

PCA-Pyramids for Image Compression

Bischof, H. & Hornik, K., 1995, Advances in Neural Information Processing Systems. Cambridge, Mass. [u.a.]: MIT Press, p. 941-948

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

1996

Complexity Optimization of Adaptive RBF Networks

Leonardis, A. & Bischof, H., 1996, Proceedings of the 13th International Conference on Pattern Recognition ; Vol. 4. Los Alamitos, Calif. [u.a.]: IEEE Computer Society Press, p. 654-658

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Dealing with occlusions in the eigenspace approach

Leonardis, A. & Bischof, H., 1996, Proceedings / 1996 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Los Alamitos, Calif.: IEEE Computer Society Press, p. 453-458

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Finding eigenimages in an image

Leonardis, A. & Bischof, H., 1996, Pattern recognition 1996. Wien [u.a.]: Oldenbourg, Vol. 90. p. 121-132 (Schriftenreihe der Österreichischen Computer-Gesellschaft).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Hierarchies of Autoassociators

Weingessel, A., Bischof, H. & Hornik, K., 1996, Proceedings of the 13th International Conference on Pattern Recognition ; Vol. 4. Los Alamitos, Calif. [u.a.]: IEEE Computer Society Press, p. 200-204

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Land Use Classification using Neural Gas

Ruppert, G., Schradt, M., Balzuweit, G. & Bischof, H., 1996, Pattern recognition 1996. Wien [u.a.]: Oldenbourg, Vol. 90. p. 97-102 (Schriftenreihe der Österreichischen Computer-Gesellschaft).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Minimum Description Length Based Optimization of Neural Networks applied to Multispectral Classification

Bischof, H., Leonardis, A. & Kropatsch, W. G., 1996, IIASA Workshop on Neural Networks and Remote Sensing. IIASA, p. 3-4

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Mustererkennung und Bildverarbeitung mit neuralen Netzwerken

Bischof, H., 1996, Konnektionismus und neuronale Netze. Sankt Augustin: GMD-Forschungszentrum Informationstechnik, Vol. 300. p. 118-139 (GMD-Studien).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

PCA-Pyramids: Theory and Applications

Weingessel, A., Bischof, H. & Hornik, K., 1996, (Submitted) NEuroNet Workshop on Independent and Principal Component Analysis Methods for Image and Video Processing. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Robust Eigenimage Recovery

Bischof, H. & Leonardis, A., 1996, (Submitted) NEuroNet Workshop on Independent and Principal Component Analysis Methods for Image and Video Processing. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Robust Recovery of Eigenimages

Bischof, H. & Leonardis, A., 1996, Speech and image understanding. Ljubljana: IEEE Slovenia Section, p. 219-230

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

1997

A Comparison of Eigenspace Methods

Ebensberger, R., Bischof, H. & Leonardis, A., 1997, Proceedings of the 21st Workshop of the Austrian Association for Pattern Recognition. München ; Wien: Oldenbourg, Vol. 103. p. 127-136 (Schriftenreihe der Österreichischen Computer Gesellschaft).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Compact Networks that Learn Object Representations

Bischof, H. & Leonardis, A., 1997, Proceedings of the 21st Workshop of the Austrian Association for Pattern Recognition. München ; Wien: Oldenbourg, Vol. 103. p. 117-126 (Schriftenreihe der Österreichischen Computer Gesellschaft).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computational Complexity Reduction in Eigenspace Approaches

Leonardis, A. & Bischof, H., 1997, Computer Analysis of Images and Patterns. Berlin [u.a.]: Springer, Vol. 1296. p. 1-8 (Lecture notes in computer science).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

MDL-Related Principles for RBF-Design

Bischof, H. & Leonardis, A., 1997, Measurement '97 : proceedings. Bratislava: Inst. of Measurement Science, Slovak Academy of Sciences, p. 274-281

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Neural Network Design by MDL-Related Principles

Bischof, H. & Leonardis, A., 1997, Czech Pattern Recognition Workshop 1997. Czech Pattern Recognition Society, p. 43-50

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Optimizing Neural Networks for Land Use Classification

Bischof, H. & Leonardis, A., 1997, Neurocomputation in Remote Sensing Data Analysis. Berlin [u.a.]: Springer, p. 194-201

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

The adaptive network combined for data compression

Weingessel, A., Bischof, H. & Hornik, K., 1997, Measurement '97 : proceedings. Bratislava: Inst. of Measurement Science, Slovak Academy of Sciences, p. 249-253

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

1998

Adaptive Network Combination

Weingessel, A., Bischof, H. & Hornik, K., 1998, (Submitted) Advances in Neural Information Processing Systems. Cambridge, Mass.: MIT Press

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Analyzing Oligonucleotide Fingerprinting Images

Brändle, N., Bischof, H., Lapp, H. & Reinhardt, M., 1998, Computer Vision - CVWW'98. Ljubljana: IEEE Slovenia Section, p. 157-167

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

A Robust Subspace Classifier

Bischof, H., Leonardis, A. & Pezzei, F., 1998, Proceedings / Fourteenth International Conference on Pattern Recognition ; Vol. 1. Los Alamitos, Calif.: IEEE Computer Society, p. 114-116

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Design of Vector Quantization Networks by MDL-Based Principles

Bischof, H. & Leonardis, A., 1998, The 1998 IEEE International Joint Conference on Neural Networks Proceedings ; Vol. 3. Piscataway, NJ: IEEE Service Center, p. 2294-2299

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

MDL-Based Design of Vector Quantizers

Bischof, H. & Leonardis, A., 1998, Proceedings / Fourteenth International Conference on Pattern Recognition ; Vol. 1. Los Alamitos, Calif.: IEEE Computer Society, p. 891-893

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Recognizing Scaled Eigenimages

Bischof, H. & Leonardis, A., 1998, Computer Vision - CVWW '98. Ljubljana: IEEE Slovenia Section, p. 47-59

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Robust Recognition of Scaled Eigenimages through a Hierarchical Approach

Bischof, H. & Leonardis, A., 1998, Proceedings / 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. LosAlamitos, Calif.: IEEE Computer Soc., p. 664-670

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review