Sabina Umirzakova
Cheongju-si,Chungbuk
Overview
9
9
years of professional experience
Work History
Post-Doctoral Position
Chungbuk National University
Seongnam-si
01.2026 - Current
- I was responsible for researching and developing a deep learning model for cell image engineering.
Assistant Professor
Gachon University
Seongnam-si
09.2022 - 12.2025
- I was responsible for researching and developing a deep learning model for medical image and bioengineering tasks.
- IMAGE PROCESSING AND MACHINE LEARNING LABORATORY
Research Assistant
Gachon University
Seongnam-si
09.2017 - 08.2019
- I was responsible for researching and developing Active Appearance Model using image processing and machine learning techniques.
- IMAGE PROCESSING AND MACHINE LEARNING LABORATORY
Research Assistant
Gachon University
Seongnam-si
09.2019 - 08.2022
- I was responsible for researching and developing Stroke detection based on face features and hands moving using image processing, machine learning and deep learning techniques.
- IMAGE PROCESSING AND MACHINE LEARNING LABORATORY
Machine Learning Engineer
Ozo Robotick company
Seongnam-si
09.2021 - 08.2022
- I am responsible for researching and developing a deep learning model for image segmentation tasks.
- I spent the majority of my time to develop a wildfire instance segmentation model for fire and smoke images from drone sequence videos and images.
Education
BACHELOR DEGREE - COMPUTER ENGINEERING
Tashkent University of Information Technologies
07.2015
MASTER'S DEGREE - COMPUTER ENGINEERING
Gachon University
08.2019
PhD DEGREE - COMPUTER ENGINEERING
Gachon University
08.2022
Skills
- Python
- JAVA
- C
- C#
- PyTorch
- Keras
- Tensorflow
- OpenCV
- Matplotlib
- Numpy
- Pandas
Job Related Skills
Uzbek, English, Russian, basic knowledge of Korean language (KIIP 3), 3.57 (90%), Python, JAVA, C++, C#, PyTorch, Keras, Tensorflow, OpenCV, Matplotlib, Numpy, Pandas
Personal Information
- Date of Birth: 1991.06.08
- Nationality: Uzbekistan
Publications
For more information about my publications can be found in google scholar: https://scholar.google.com/citations?user=TJ0V_qoAAAAJ&hl=en
- Edge-based effective active appearance model for real-time wrinkle detection, Sabina Umirzakova, Taeg Keun Whangbo, Skin Research and Technology, 27, 3, 2021, 444-452, 2.3
- Novel video surveillance-based fire and smoke classification using attentional feature map in capsule networks, Shakhnoza, M., Sabina, U., Sevara, M., Cho, Y. I., Sensors, 22, 1, 2021, 98, 3.2
- Internet-of-things-enabled serious games: a comprehensive survey, Ahmad, Shabir, Umirzakova Sabina, Jamil, Faisal, Taeg Keun Whangbo, Future Generation Computer Systems, 2022, 7.1
- Detailed feature extraction network-based fine-grained face segmentation, Umirzakova Sabina, Taeg Keun Whangbo, Knowledge-Based Systems, 2022, 109036, 8.1
- Medical image super-resolution for smart healthcare applications: A comprehensive survey, Umirzakova Sabina, Shabir Ahmad, Latif U. Khan, Taegkeun Whangbo, Information Fusion, 2023, 102075, 18.6
- Deep learning-driven diagnosis: A multi-task approach for segmenting stroke and Bell's palsy, Umirzakova Sabina, Shabir Ahmad, Sevara Mardieva, Shakhnoza Muksimova, Taegkeun Whangbo, Pattern Recognition, 144, 2023, 109866, 8
- Enhancing the Super-Resolution of Medical Images: Introducing the Deep Residual Feature Distillation Channel Attention Network for Optimized Performance and Efficiency, Umirzakova Sabina, Sevara Mardieva, Shakhnoza Muksimova, Shabir Ahmad, Taegkeun Whangbo, Bioengineering, 10, 11, 2023, 1332, 4.6
- Enhancing Medical Image Denoising with Innovative Teacher-Student Model-Based Approaches for Precision Diagnostics, Muksimova, Shakhnoza, Sabina Umirzakova, Sevara Mardieva, Young-Im Cho, Sensors, 23, 23, 2023, 9502, 3.9
- KONet: Towards a Weighted Ensemble Learning Model for Knee Osteoporosis Classification, Rasool, MJ Aashik, Shabir Ahmed, Umirzakova Sabina, Taeg Keun Whangbo, IEEE Access, 2024, 3.9
- Lightweight image super-resolution for IoT devices using deep residual feature distillation network, Mardieva, Sevara, Shabir Ahmad, Sabina Umirzakova, MJ Aashik Rasool, Taeg Keun Whangbo, Knowledge-Based Systems, 285, 2024, 111343, 8.8
Timeline
Post-Doctoral Position
Chungbuk National University
01.2026 - Current
Assistant Professor
Gachon University
09.2022 - 12.2025
Machine Learning Engineer
Ozo Robotick company
09.2021 - 08.2022
Research Assistant
Gachon University
09.2019 - 08.2022
Research Assistant
Gachon University
09.2017 - 08.2019
BACHELOR DEGREE - COMPUTER ENGINEERING
Tashkent University of Information Technologies
MASTER'S DEGREE - COMPUTER ENGINEERING
Gachon University
PhD DEGREE - COMPUTER ENGINEERING
Gachon University