28 citations · 106 across the 15 of their papers we have counts for
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Data acquisition and image processing for solar irradiance forecasting
Guillermo Terrén-Serrano, Manel Martínez-Ramón
The energy available in Micro Grid (MG) that is powered by solar energy is tightly related to the weather conditions in the moment of generation. Very short-term forecast of solar…
Comparative Analysis of Methods for Cloud Segmentation in Ground-Based Infrared Images
Guillermo Terrén-Serrano, Manel Martínez-Ramón
The increasing penetration of photovoltaic systems in the power grid makes it vulnerable to cloud shadow projection. Real-time cloud segmentation in ground-based infrared images is…
Multi-Layer Wind Velocity Field Visualization in Infrared Images of Clouds for Solar Irradiance Forecasting
Guillermo Terrén-Serrano, Manel Martínez-Ramón
The energy available in a solar energy powered grid is uncertain due to the weather conditions at the time of generation. Forecasting global solar irradiance could address this pro…
An embedded deep learning system for augmented reality in firefighting applications
Manish Bhattarai, Aura Rose Jensen-Curtis, Manel MartíNez-Ramón
Firefighting is a dynamic activity, in which numerous operations occur simultaneously. Maintaining situational awareness (i.e., knowledge of current conditions and activities at th…
Time accelerated image super-resolution using shallow residual feature representative network
Meenu Ajith, Aswathy Rajendra Kurup, Manel Martínez-Ramón
The recent advances in deep learning indicate significant progress in the field of single image super-resolution. With the advent of these techniques, high-resolution image with hi…