Digital signal and pattern recognition laboratory

Image processing and analysis

Recent publications

S. Kollias, "A Study of Neural Network Applications to Signal Processing" Lecture Notes in Computer Science, Vol.412, pp.233-243, 1990.

A. Tirakis, L. Soukissian and S. Kol1ias, "Adaptive classification of Textured Images", Proceedings of INNC, Paris, France, July 1990.

L. Soukissian, A. Tirakis and S. Kollias, "Adaptive Texture Segmentation and Classification Using Neural Networks" , Proceedings of SPIE International Conference on Visual Communications and Image Processing, Zurich, Switzerland, October 1990.

S. Kollias, A. Stafylopatis and A. Tirakis, "Performance of Higher Order Neural Networks in Invariant Recognition", in "Neural Networks: Advances and Applications", pp.79-108, North Holland, 1991.

S. Kollias and D. Anastassiou, "A Unified Neural Network Approach to Digital Image Halftoning", IEEE Transactions of S. Ko11ias, A. Tirakis and T. Milios, "Higher Order Networks for Invariant Recognition of Images", Proceedings of ICANN-91, Finland, June 1991.

A. Delopoulos, A. Tirakis and S. Kollias, "lnvariant Image Recognition Using Third-Order Correlations", Proc. EUSIPCO-92, Brussels, Be^?gium, August 1992.

S. Kollias and L. Sukissian, "'Adaptive Classification of Images Using Linear Prediction and Neural Networks" , Proceedings of Intern. Confer. on Neural Networks for Signal Processing, NNSP-92, Copenhagen, August 1992.

A. Tirakis, A. Delopoulos and S. Kollias, "Third-Order Correlation Based Neural Network Classifiers", Proceedings of ICANN-92, Brighton England , September 1992.

A. Tirakis, D. Kaloyeras and S. Kollias, "A Multimodel Approach to Image Classification Usin Neural Networks , Neurai Network World, Vol.3, pp.269-287, 1992.

T. Lilas and S. Kollias, "lnvariant Recognition of Images Based on Topological Constraints", Intern. Symposium on DSP, Cyprus, July 1993.

Y. Avrithis, A. Delopoulos and S. Kollias, "Efficient Implementation of Invariant Image Representations", Intern. Symposium on DSP, Cyprus, July 1993.

A. Delopoulos, A. Tirakis and S. Kollias, "lnvariant Image Classification Using Cumulant-based Neural Networks" , IEEE Transactions on Neural Networks , to appear , 1993.

L. Sukissian, S. Kollias and Y. Boutalis, "Adaptive Image Classification Using Linear Prediction and Neural Networks", Signal processing (under revision for final acceptance), 1993.