Academic certificates

• B. Sc. in Electrical Engineering, Department of Electrical Engineering, University of Technology, Baghdad, Iraq (1988).
• M. Sc. In Computer science, College of Maulana Azad PG & Research Center, Department of Computer science, India (2011). Dissertation title is "Color Image Compression using Bi-Orthogonal Wavelet, Hierarchal Quantization and Shift Coding ".
• Ph.D. In Digital Image Processing, Software Department, College of Information Technology, University of Babylon, Iraq (2017). Dissertation title is ”Single Object Motion Categorization Based on Taguchi Method Optimization and Rough Set Classification”.

Skills

• Implementation of programming Application
• Types of Sports

Publications & Researchs

1. Evaluation of Tigris River by Water Quality Index Analysis Using C++ Program, 2012.
2. Cephalometric Measurements and Morphological Evaluation for Head and Face of An Iraqis Adult for Cephalic x-ray, 2015.
3. A Method for Background Establishment Using Accumulate Histogram for Detection of Object Trajectory for Video Tracking Applications, 2016.
4. An Effective Method to Extract Dynamic Features using the Slope of Object Trajectory from Video, 2016.
5. Finding the best possible method of the trajectory shape object movement, 2016.
6. Finding Best Optimal Parameters and Determining Weight by Taguchi Method in Video Tracking Applications, 2016.
7. Classification of Motions types by Rough Set Theory in Video Tracking Applications, 2016.
8. Implementation of Secure Biometric System Based on Energy properties of Fingerprint image to select Blocks for Data Hiding Algorithm, 2018.

9. Finding the bezier curve of face based on YCbCr color space and features extraction, 2020.
10. Video steganography using 3D distance calculator based on YCbCr color components, Nov. 2021.
11. Feature detection extracted for video tracking based on the Histogram of the Oriented Gradient HOG Technique.

Awards, estimates and patents