CV

Education

M.S in Computational Color and Spectral Imaging (COSI), NTNU Norway, UJM France, UEF Finland, 2025 (expected)
M.S. in Electronics Engineering, Sejong University, Seoul, South Korea, 2023
B.S. in Telecommunication Engineering, University of Engineering and Technology (UET), Taxila, Pakistan, 2020

Work experience

June-July 2024: Summer Internship
- Barbieri Electronics, Brixen, Italy
- Duties includes: Optimize spectral reflectance for backlit materials
- Supervisor: Markus Barbieri and Peter Nussbaum
September 2021-July 2023: Research Assistant
- Sejong University, Seoul, South Korea
- Duties included: Worked on image quality assessment, JPEG Snack, JPEG AI, JPEG AIC, Color Coordinate Transformation
- Supervisor: Oh-Jin Kwon
August 2019- August 2020: Research Assistant
- University of Engineering and Technology (UET), Taxila, Pakistan
- Duties included: Throughput and Energy Efficiency Maximization using Millimeter waves- Microwaves HetNets
- Supervisor: Mudassar Ali

Skills

MATLAB
Python
C/C++
R
Computer vision
Image processing
- Image ehancemnet
- Image compression
- Image quality assessment
Machine learning
Deep learning

Publications

Introducing PneumNet—A Groundbreaking Dual Version Deep Learning Model for Pneumonia Disease Detection

Aurangzeb, K., Jamil, S., Alhussein, M. (2024). "Introducing PneumNet—A Groundbreaking Dual Version Deep Learning Model for Pneumonia Disease Detection." International Journal of Imaging Systems and Technology. 34(4):e23116.

Next-Gen Dynamic Hand Gesture Recognition: MediaPipe, Inception-v3, and LSTM-Based Enhanced Deep Learning Model

Kwon, O-J., Kim, J., Jamil, S., Lee, J., Ullah, F. (2024). "Next-Gen Dynamic Hand Gesture Recognition: MediaPipe, Inception-v3, and LSTM-Based Enhanced Deep Learning Model." Electronics. 13(16):3233.

A Comprehensive Survey on the Investigation of Machine-Learning-Powered Augmented Reality Applications in Education

Khan, H. A., Jamil, S., Piran, M. J., Kwon, O-J., Lee, J-W. (2024). "A Comprehensive Survey on the Investigation of Machine-Learning-Powered Augmented Reality Applications in Education." Technologies. 12(5):72.

Review of Image Quality Assessment Methods for Compressed Images

Jamil, S. (2024). "Review of Image Quality Assessment Methods for Compressed Images." Journal of Imaging. 10(5):113.

JUMBF Type Checker: A Versatile Tool for Identifying JPEG Systems Parts in JPEG Images

Jamil, S., Ullah, F., Kwon, O-J., Lee, J., Abbas, M. S., others. (2024). "JUMBF Type Checker: A Versatile Tool for Identifying JPEG Systems Parts in JPEG Images." 2024 ICECT.

Automated Deep Learning Based Knee Osteoarthritis Joint Extraction and Classification

Abbas, M. S., Jamil, S., Khurshid, A. (2023). "Automated Deep Learning Based Knee Osteoarthritis Joint Extraction and Classification." 2023 ICOSST.

A Novel Deep Learning Framework for the Detection of Brain Tumor

Abbas, M. S., Jamil, S. (2023). "A Novel Deep Learning Framework for the Detection of Brain Tumor." 2023 ICoDT2.

Learning-Driven Lossy Image Compression: A Comprehensive Survey

Jamil, S., Piran, M. J., Rahman, M. U., Kwon, O-J. (2023). "Learning-Driven Lossy Image Compression: A Comprehensive Survey." Engineering Applications of Artificial Intelligence. 123:106361.

A Comprehensive Survey of Digital Twins in Healthcare in the Era of Metaverse

Turab, M., Jamil, S. (2023). "A Comprehensive Survey of Digital Twins in Healthcare in the Era of Metaverse." BioMedInformatics. 3(3):563-584.

A Comprehensive Survey of Transformers for Computer Vision

Jamil, S., Jalil Piran, M., Kwon, O-J. (2023). "A Comprehensive Survey of Transformers for Computer Vision." Drones. 7(5):287.

An Efficient and Robust Phonocardiography (PCG)-based Valvular Heart Diseases (VHD) Detection Framework Using Vision Transformer (ViT)

Jamil, S., Roy, A. M. (2023). "An Efficient and Robust Phonocardiography (PCG)-based Valvular Heart Diseases (VHD) Detection Framework Using Vision Transformer (ViT)." Computers in Biology and Medicine. 158:106734.

A Novel Multimedia Player for International Standard—JPEG Snack

Jamil, S., Kwon, O-J., Lee, J., Ullah, F., Yaseen, Afnan. (2023). "A Novel Multimedia Player for International Standard—JPEG Snack." Journal of Imaging. 9(3):58.

Automatic Sequential Stitching of High-Resolution Panorama for Android Devices Using Precapture Feature Detection and Orientation Sensor

Yaseen, Kwon, O-J., Lee, J., Ullah, F., Jamil, S., Kim, J. S. (2023). "Automatic Sequential Stitching of High-Resolution Panorama for Android Devices Using Precapture Feature Detection and Orientation Sensor." Sensors. 23(2):879.

Overview of JPEG Snack: A Novel International Standard for the Snack Culture

Jamil, S., Kwon, O-J., Choi, S., Kuzma, A., Ullah, F., Lee, J. (2022). "Overview of JPEG Snack: A Novel International Standard for the Snack Culture." IEEE Access.

A Comprehensive Survey of Digital Twins and Federated Learning for Industrial IoT, IoV, and IoD

Jamil, S., Rahman, M. U., Fawad. (2022). "A Comprehensive Survey of Digital Twins and Federated Learning for IIoT, IoV, and IoD." Applied System Innovation. 5(3):56.

Distinguishing Malicious Drones Using Vision Transformer

Jamil, S., Abbas, M. S., Roy, A. M. (2022). "Distinguishing Malicious Drones Using Vision Transformer." AI. 3(2):260-273.

Resource Allocation Using Reconfigurable Intelligent Surface (RIS)-Assisted Wireless Networks in Industry 5.0 Scenario

Jamil, S., Rahman, M. U., Abbas, M. S., Fawad. (2022). "Resource Allocation Using RIS-Assisted Wireless Networks in Industry 5.0 Scenario." Telecom. 3(1):163-173.

A Novel Deep-Learning-Based Framework for the Classification of Cardiac Arrhythmia

Jamil, S., Rahman, M. U. (2022). "A Novel Deep-Learning-Based Framework for the Classification of Cardiac Arrhythmia." Journal of Imaging. 8(3):70.

Energy Efficiency and Throughput Maximization Using Millimeter Waves–Microwaves HetNets

Jamil, S., Rahman, M. U., Tanveer, J., Haider, A. (2022). "Energy Efficiency and Throughput Maximization Using Millimeter Waves--Microwaves HetNets." Electronics. 11(3):474.

A Dual-Stage Vocabulary of Features (VoF)-based Technique for COVID-19 Variants’ Classification

Jamil, S., Rahman, M. U. (2021). "A Dual-Stage Vocabulary of Features (VoF)-based Technique for COVID-19 Variants Classification." Applied Sciences. 11(24):11902.

A Bag-of-Features (BoF) Based Novel Framework for the Detection of COVID-19

Jamil, S., Abbas, M. S., Ahsan, M., Ejaz, M. T. (2021). "A Bag-of-Features (BoF) Based Novel Framework for the Detection of COVID-19." 2021 ICOSST.

Bag of Features (BoF) Based Deep Learning Framework for Bleached Corals Detection

Jamil, S., Rahman, M. U., Haider, A. (2021). "Bag of Features (BoF) Based Deep Learning Framework for Bleached Corals Detection." Big Data and Cognitive Computing. 5(4):53.

Energy Efficiency Maximization in RIS-assisted Wireless Networks

Ahsan, M., Jamil, S., Ejaz, M. T., Abbas, M. S. (2021). "Energy Efficiency Maximization in RIS-assisted Wireless Networks." 2021 ICE Cube.

A Deep Convolutional Neural Network Based Framework for Pneumonia Detection

Jamil, S., Abbas, M. S., Fawad, F., Zia, M. F., Rahman, M. U. (2021). "A Deep Convolutional Neural Network Based Framework for Pneumonia Detection." 2021 ICoDT2.

Throughput and Energy Efficiency Maximization in Millimeter Wave-Micro Wave HetNets

Jamil, S., Ali, M., Hussain, Y., ul Haq, M. I., Qamar, F. (2020). "Throughput and Energy Efficiency Maximization in Millimeter Wave-Micro Wave HetNets." 2020 IEEE 23rd International Multitopic Conference (INMIC).

Malicious UAV Detection Using Integrated Audio and Visual Features for Public Safety Applications

Jamil, S., Fawad, F., Rahman, M. U., Ullah, A., Badnava, S., Forsat, M., Mirjavadi, S. S. (2020). "Malicious UAV Detection Using Integrated Audio and Visual Features for Public Safety Applications." Sensors. 20(14):3923.

A Review of Techniques and Challenges in Green Communication

Jamil, S., Fawad, F., Abbas, M. S., Umair, M., Hussain, Y. (2020). "A Review of Techniques and Challenges in Green Communication." 2020 ICISCT.

Deep Learning and Computer Vision-based Framework for Himalayan Bear, Marco Polo Sheep, and Snow Leopard Detection

Jamil, S., Fawad, F., Abbas, M. S., Habib, F., Umair, M., Khan, M. J. (2020). "Deep Learning and Computer Vision-based Framework for Himalayan Bear, Marco Polo Sheep, and Snow Leopard Detection." 2020 ICISCT.

A Novel Deep Neural Network CanNet for Malignant Detection

Jamil, S., Abbas, M. S., Umair, M., Habib, F., Fawad, F., Hussain, Y. (2020). "A Novel Deep Neural Network CanNet for Malignant Detection." 2020 ICISCT.

Sonain Jamil

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