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On the page
Presentation
As a Ph.D. candidate specializing in machine learning and computer vision, my research endeavors focus on advancing the capabilities of surveillance systems through the application of cutting-edge computer vision mechanisms and models. At the heart of my work lies the quest to enhance scene object detection and scene understanding, integral components of modern surveillance technology. The overarching goal of my doctoral project is to contribute to the refinement of surveillance systems, enabling them to operate with increased precision, efficiency, and adaptability.
Publications
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2025 | Conference paper
RetinaGate: A Gated Feature Pyramid Network for Improved Object Detection with SE-based Attention
Mahtab Jamali, Paul Davidsson, Reza Khoshkangini, Martin Georg Ljungqvist, Radu-Casian Mihailescu
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2025 | Article in journal
Object Detection and Human Activity Recognition for Improved Patient Mobility and Caregiver Ergonomics
Mahesh Madhavan, Patford Nkhoma, Reza Khoshkangini, Mahtab Jamali, Paul Davidsson, Jan Åberg, Martin Ljungqvist
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2025 | Conference paper
Advanced Stock Market Prediction Using Unsupervised Federated Learning Techniques
Mohsen Tajgardan, Atena Shiranzaei, Mahtab Jamali, Reza Khoshkangini, Mahdi Rabbani
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2025 | Licentiate thesis, comprehensive summary
Context-aware learning for adaptive vision-based systems
Mahtab Jamali
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2025 | Article in journal
Context in object detection: a systematic literature review
Mahtab Jamali, Paul Davidsson, Reza Khoshkangini, Martin Georg Ljungqvist, Radu-Casian Mihailescu