Henry Schütze, M.Sc.

Photo of Henry  Schütze, M.Sc.


Institut für Neuro- und Bioinformatik
Ratzeburger Allee 160 (Geb. 64)
23562 Lübeck

Email:
Phone:
+49 451 3101 5508
Fax:
+49 451 3101 5504

MATLAB toolbox orthogonal_dictionary_learning

The toolbox orthogonal_dictionary_learning provides a MATLAB implementation of several orthogonal dictionary learning methods for sparse coding.

Publikationen

2016

  • Schütze, H., Barth, E., and Martinetz, T.: Learning Efficient Data Representations with Orthogonal Sparse Coding: IEEE Transactions on Computational Imaging, vol. 2, no. 3, pp. 177-189, 09 2016
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2015

  • Schütze, H., Barth, E., and Martinetz, T.: Learning Orthogonal Sparse Representations by Using Geodesic Flow Optimization: IJCNN 2015 Conference Proceedings, pp. 15540:1-8, 2015
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2014

  • Schütze, H., Barth, E., and Martinetz, T.: An adaptive hierarchical sensing scheme for sparse signals: Human Vision and Electronic Imaging XIX, vol. 9014, Rogowitz, B. E., Pappas, T. N., and Ridder, H. d. (Ed.), pp. 15:1-8, 2014
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2013

  • Schütze, H., Barth, E., and Martinetz, T.: Learning Orthogonal Bases for k-Sparse Representations: Workshop New Challenges in Neural Computation 2013, vol. 02, Hammer, B., Martinetz, T., and Villmann, T. (Ed.), pp. 119-120, 2013, Short Paper
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2012

  • Schütze, H., Martinetz, T., Anders, S., and Mamlouk, A. M.: A Multivariate Approach to Estimate Complexity of FMRI Time Series: Artificial Neural Networks and Machine Learning - ICANN 2012, 22nd International Conference, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II, vol. 7553, Villa, A. E., Duch, W., `Erdi, P., Masulli, F., and Palm, G. (Ed.), Springer, pp. 540-547, 2012
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