Publications

ELF Passive Radio Sensing and AI-Perception of Micro-UAS

IEEE Sensors Journal [Accepted]

Dilshara Herath , Supun Ganegoda , Sudeepa Ranasinghe , Hiruni Silva , Chatura Seneviratne , Soumyajit Mandal , Arjuna Madanayake

Contribution: Conceptualization, Methodology, Formal analysis, Software, Validation, Writing – Original Draft, Review & Editing.

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FlowSegModel: Advancing Perception in Autonomous Driving Through Weather-Resilient Segmentation

IEEE 19th International Conference on Industrial and Information Systems (ICIIS) 2025 [Accepted]

Dilshara Herath , Thiwanka De Silva , Oshada Rathnayake , Sanjula Senadeera , Roshan Godaliyadda , Parakrama Ekanayake

Contribution: Conceptualization, Methodology, Formal analysis, Software, Validation, Writing – Original Draft.

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GAN-Driven Signal Denoising and Enhancement for Robust Drone Motor Detection

IEEE IECON 2025 [Published]

Dilshara Herath , Chinthaka Abeyrathne , Chatura Seneviratne , Harindra Sandun Mavikumbure

Contribution: Conceptualization, Methodology, Formal analysis, Software, Validation, Writing – Original Draft, Review & Editing.

doi: 10.1109/IECON58223.2025.11221467

Unveiling Misalignment Fault Severities: A Novel SCD-CNN Framework for Rotating Machinery

MERCon 2025, Moratuwa [Published]

Dilshara Herath , Chinthaka Abeyrathne , Chamindu Adithya , Chatura Seneviratne

🏆 Best Paper Award Nominee (Track: Computer Vision and Image processing)

Contribution: Conceptualization, Methodology, Formal analysis, Software, Validation, Writing – Original Draft, Review & Editing.

doi: 10.1109/MERCon67903.2025.11217055

Vision-Based Driver Drowsiness Monitoring: Comparative Analysis of YOLOv5-v11 Models

ResearchGate [Preprint]

Dilshara Herath , Chinthaka Abeyrathne , Prabhani Jayaweera

Contribution: Conceptualization, Methodology, Formal analysis, Software, Validation, Writing – Original Draft, Review & Editing.

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Fusing Spectral Correlation Density Imaging with Deep Learning for Intelligent Fault Diagnosis in Rotating Machinery

ResearchGate [Preprint]

Dilshara Herath , Chinthaka Abeyrathne , Chamindu Adithya , Chatura Seneviratne , Madhusanka Liyanage

Contribution: Conceptualization, Methodology, Formal analysis, Software, Validation, Writing – Original Draft, Review & Editing.

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AI-Enabled RF-Sensing for Radar Detection of Body-Worn IEDs

SoutheastCon 2024 [Published]

Kumudu Senarathne , Ashan Hatharasinghe , Wathsala Seram , Dilshara Herath , Chatura Seneviratne , Arjuna Madanayake

Contribution: Validation, Writing–Original Draft, Review & Editing

doi: 10.1109/SoutheastCon52093.2024.10500269