Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

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

Published in International Journal of Imaging Systems and Technology, 2024

Development of a dual-version model, PneumNet, for pneumonia detection.

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

Published in Electronics, 2024

A deep learning model for dynamic hand gesture recognition using MediaPipe and LSTM.

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

Published in Technologies, 2024

Survey on machine learning-powered AR applications in educational settings.

Recommended citation: 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.
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Review of Image Quality Assessment Methods for Compressed Images

Published in Journal of Imaging, 2024

Review of methods for assessing image quality in compressed images.

Recommended citation: Jamil, S. (2024). "Review of Image Quality Assessment Methods for Compressed Images." Journal of Imaging. 10(5):113.
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Learning-Driven Lossy Image Compression: A Comprehensive Survey

Published in Engineering Applications of Artificial Intelligence, 2023

Comprehensive survey on learning-based techniques for lossy image compression.

Recommended citation: 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.
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A Comprehensive Survey of Digital Twins in Healthcare in the Era of Metaverse

Published in BioMedInformatics, 2023

Survey of digital twins applications in healthcare within the metaverse context.

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

Published in Drones, 2023

A survey of transformer models for computer vision applications.

Recommended citation: Jamil, S., Jalil Piran, M., Kwon, O-J. (2023). "A Comprehensive Survey of Transformers for Computer Vision." Drones. 7(5):287.
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An Efficient and Robust Phonocardiography (PCG)-based Valvular Heart Diseases (VHD) Detection Framework Using Vision Transformer (ViT)

Published in Computers in Biology and Medicine, 2023

A ViT-based framework for detecting valvular heart diseases using PCG data.

Recommended citation: 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.
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A Novel Multimedia Player for International Standard—JPEG Snack

Published in Journal of Imaging, 2023

Development of a multimedia player for JPEG Snack standard.

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

Published in Sensors, 2023

Technique for automatic stitching of high-res panoramas on Android.

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

Published in IEEE Access, 2022

Overview of JPEG Snack standard for snack culture image compression.

Recommended citation: 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.
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A Comprehensive Survey of Digital Twins and Federated Learning for Industrial IoT, IoV, and IoD

Published in Applied System Innovation, 2022

Survey of digital twins and federated learning in industrial applications.

Recommended citation: 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.
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Distinguishing Malicious Drones Using Vision Transformer

Published in AI, 2022

Using Vision Transformer for malicious drone detection.

Recommended citation: Jamil, S., Abbas, M. S., Roy, A. M. (2022). "Distinguishing Malicious Drones Using Vision Transformer." AI. 3(2):260-273.
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Resource Allocation Using Reconfigurable Intelligent Surface (RIS)-Assisted Wireless Networks in Industry 5.0 Scenario

Published in Telecom, 2022

Resource allocation in RIS-assisted wireless networks for Industry 5.0.

Recommended citation: 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.
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A Novel Deep-Learning-Based Framework for the Classification of Cardiac Arrhythmia

Published in Journal of Imaging, 2022

A framework for classifying cardiac arrhythmia using deep learning.

Recommended citation: Jamil, S., Rahman, M. U. (2022). "A Novel Deep-Learning-Based Framework for the Classification of Cardiac Arrhythmia." Journal of Imaging. 8(3):70.
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Energy Efficiency and Throughput Maximization Using Millimeter Waves–Microwaves HetNets

Published in Electronics, 2022

Maximizing energy efficiency and throughput in HetNets using millimeter and microwaves.

Recommended citation: Jamil, S., Rahman, M. U., Tanveer, J., Haider, A. (2022). "Energy Efficiency and Throughput Maximization Using Millimeter Waves--Microwaves HetNets." Electronics. 11(3):474.
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Malicious UAV Detection Using Integrated Audio and Visual Features for Public Safety Applications

Published in Sensors, 2020

This study focuses on detecting malicious UAVs using audio and visual features.

Recommended citation: 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.
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Conference Papers

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

Published in 2024 International Conference on Engineering & Computing Technologies (ICECT), 2024

A tool for identifying JPEG system components using JUMBF.

Recommended citation: 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.
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Automated Deep Learning Based Knee Osteoarthritis Joint Extraction and Classification

Published in 2023 17th International Conference on Open Source Systems and Technologies (ICOSST), 2023

Automated framework for extracting and classifying knee osteoarthritis joints using deep learning.

Recommended citation: Abbas, M. S., Jamil, S., Khurshid, A. (2023). "Automated Deep Learning Based Knee Osteoarthritis Joint Extraction and Classification." 2023 ICOSST.
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A Novel Deep Learning Framework for the Detection of Brain Tumor

Published in 2023 3rd International Conference on Digital Futures and Transformative Technologies (ICoDT2), 2023

A deep learning framework for detecting brain tumors.

Recommended citation: Abbas, M. S., Jamil, S. (2023). "A Novel Deep Learning Framework for the Detection of Brain Tumor." 2023 ICoDT2.
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A Bag-of-Features (BoF) Based Novel Framework for the Detection of COVID-19

Published in 2021 International Conference on Open Source Systems and Technologies (ICOSST), 2021

A BoF-based framework for COVID-19 detection.

Recommended citation: 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.
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Energy Efficiency Maximization in RIS-assisted Wireless Networks

Published in 2021 International Conference on Computing, Electronic and Electrical Engineering (ICE Cube), 2021

Energy efficiency maximization in reconfigurable intelligent surface networks.

Recommended citation: Ahsan, M., Jamil, S., Ejaz, M. T., Abbas, M. S. (2021). "Energy Efficiency Maximization in RIS-assisted Wireless Networks." 2021 ICE Cube.
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A Deep Convolutional Neural Network Based Framework for Pneumonia Detection

Published in 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2), 2021

Deep CNN framework for pneumonia detection in medical images.

Recommended citation: 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.
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Throughput and Energy Efficiency Maximization in Millimeter Wave-Micro Wave HetNets

Published in 2020 IEEE 23rd International Multitopic Conference (INMIC), 2020

This paper discusses maximizing throughput and energy efficiency in heterogeneous networks.

Recommended citation: 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).
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A Review of Techniques and Challenges in Green Communication

Published in 2020 International Conference on Information Science and Communication Technology (ICISCT), 2020

A review on green communication techniques and their challenges.

Recommended citation: Jamil, S., Fawad, F., Abbas, M. S., Umair, M., Hussain, Y. (2020). "A Review of Techniques and Challenges in Green Communication." 2020 ICISCT.
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Deep Learning and Computer Vision-based Framework for Himalayan Bear, Marco Polo Sheep, and Snow Leopard Detection

Published in 2020 International Conference on Information Science and Communication Technology (ICISCT), 2020

A deep learning framework for the detection of Himalayan wildlife.

Recommended citation: 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.
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A Novel Deep Neural Network CanNet for Malignant Detection

Published in 2020 International Conference on Information Science and Communication Technology (ICISCT), 2020

A novel deep neural network, CanNet, for malignant detection.

Recommended citation: 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.
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Sonain Jamil

Publications

Journal Articles

Conference Papers