DMYTRO V. PALIY

E-mail: paliy@cs.tut.fi

OBJECTIVE JOB EXPIRIENCE

• Signal and image processing.
  
• Neural networks. Universal binary and multi-valued neural elements; learning algorithms.
  
• Application of the neural networks to image processing and pattern recognition.
  
• Digital image processing (SAR, medical and other images).
  
• Programming (Delphi, Object Pascal, C/C++, Matlab).
  
• Statistical processing of medical data.
  
• PC maintenance and support (software and hardware).
  
• Databases.
  
• Web design.
  
• Solid background in Object Oriented Programming and Development
  
• Modern database and software development technologies
  
  

EDUCATION

• Uzhgorod National University, Department of Mathematics, "Applied mathematics", Uzhgorod, Ukraine
  
• M. Sc. in Applied Mathematics, certificate with the excellence. 2000-2001, Master thesis - "Learning of the universal and multi-valued neurons and their application in the image processing and pattern recognition": the new learning algorithms of universal binary and multi-valued neural element are developed; different architectures of the neural networks based on the UBN and MVN are considered; the new algorithm for the impulsive noise filtering algorithm based on the UBN is developed; application of the neural networks based on the MVN in pattern recognition is considered
  
• B. Sc. in Applied Mathematics, certificate with the excellence. 1996-2000, Bachelor thesis - "Learning of the neural networks based on universal binary neurons and their application in the image processing". the new methods of universal binary neural element learning algorithms and its using for the edge detection and impulsive noise filtering applications.
  
• Programming skills using Delphi 5.0 (certified programmer 2001 - 2002 by Brainbench)

EMPLOYMENT EXPERIENCE

• Tampere International Center of Signal Processing - visiting researcher, since 2002.
  Research in the field of adaptive estimates in image and video processing.
• Company NeuroTechnologies (Uzhgorod, Ukraine) - programmer-researcher, since 1999
  Taking part in the development of the universal image processing software system "VEGA"; research in the area of neural networks, image processing (nonlinear filters), pattern recognition.
  
• Uzhgorod branch of National University of Culture - teacher of databases planning course, 2001.
  Lectures and practical trainings.
  

THE MAIN PUBLICATIONS

2003

1. Aizenberg I., Astola J., Bregin T., Butakoff C., Egiazarian K. and Paliy D. "Detectors of the impulsive noise and new effective filters for impulsive noise reduction", SPIE Proceedings Vol. 5014 (accepted, to appear in May, 2003).
2. Aizenberg I., Astola J., Butakoff C., Egiazarian K. and Paliy D. "Precise Edge Detection and its Implementation Using Threshold Boolean Filter", submitted to IEEE International Conference on Image Processing (ICIP'2003).
3. Aizenberg I., Astola J., Butakoff C., Egiazarian K. and Paliy D. "Effective Detection and Elimination of Impulsive Noise with a Minimal Image Smoothing", submitted to IEEE International Conference on Image Processing (ICIP'2003).

2002

4. Aizenberg I., Bregin T. and Paliy D. "New Method for the Impulsive Noise Filtering Using its Preliminary Detection", SPIE Proceedings on Image Processing: Algorithms and Systems, Vol. 4667, pp. 204-214, 2002.