Jun, 2018

Electrical and Electronic Engineering

Siirt University

Jan, 2013

Computer Technical Engineering

Al-Hadb'a University

Professional Experience
Jan, 2003 - Apr, 2019
IT Manager

Presidency of Duhok Polytechnic University


Programming, Networking,Maintenance,Communication


Routing algorithm, IP protocol,


Computer Networking, Image processing, Pattren recongintion,

Publication Journal
Apr, 2019
Gait based gender classification using wavelet lifting 5/3 and principle component analysis

IEEE conference paper (Issue: 29 November 2018)

This study describes a representation of gait appearance for the purpose of person identification and classification. The gait representation is based on wavelet 5/3 lifting scheme simple features such as features extracted from video silhouettes of human walking motion. Regardless of its effortlessness, this may lead us to say that, the resulting feature vector contains enough information to perform well on human identification and gender classification tasks. We found out the recognition behaviors of different methods to total features over time functions under different recognition tasks. In addition to that, we provide results of gender classification based on our gait appearance features using a (C4.5 algorithm). So, the result of classification rate for CASIA - B gait databases is 97.98% and the result of recognition rate for OU-ISIR gait Database Large Population Dataset is 97.5%, these results have been obtained from gender classification data. Gait database demonstrates that the proposed method achieves better recognition performance than the most existing methods in the literature, and particularly under certain walking variations.

Apr, 2019 - Apr, 2019

Iraq, Duhok As Guest

Internation Conference of Advanced Scince and Engineering 2019

Sep, 2018 - Sep, 2018

Iraq, Duhok As Presenter

Internation conference of Advanced science and Engineering 2018 , Sponsored by IEEE branch Iraq