3 papers
eess.IV2026
A Controlled Visual-Backbone Benchmark for Multimodal Short-Term Solar Irradiance Forecasting
Oshadha Samarakoon, Dushan Herath, Ishara Ranmandala +4
Sky-image irradiance studies often compare forecasting systems in which the image encoder, temporal model, fusion block, target definition, and training recipe all change together.…
cs.CV2025
Vision-Based Driver Drowsiness Monitoring: Comparative Analysis of YOLOv5-v11 Models
Dilshara Herath, Chinthaka Abeyrathne, Prabhani Jayaweera
Driver drowsiness remains a critical factor in road accidents, accounting for thousands of fatalities and injuries each year. This paper presents a comprehensive evaluation of real…
eess.SP2025
Fusing Spectral Correlation Density Imaging with Deep Learning for Intelligent Fault Diagnosis in Rotating Machinery
Dilshara Herath, Chinthaka Abeyrathne, Chamindu Adithya +1
Bearing fault diagnosis in rotating machinery is critical for ensuring operational reliability, therefore early fault detection is essential to avoid catastrophic failures and expe…