Calimanut-Ionut Cira

Generative Learning for Postprocessing Semantic Segmentation Predictions: A Lightweight Conditional Generative Adversarial Network Based on Pix2pix to Improve the Extraction of Road Surface Areas

Calimanut-Ionut Cira, Miguel Ángel Manso Callejo, Ramón Alcarria et al. · Land · 2021 · 35 citations · Full text

Engineering, Machine Learning, Generative Learning +18

A Framework Based on Nesting of Convolutional Neural Networks to Classify Secondary Roads in High Resolution Aerial Orthoimages

Calimanut-Ionut Cira, Ramón Alcarria, Miguel Ángel Manso Callejo et al. · Remote Sensing · 2020 · 34 citations · Full text

Convolutional Neural Network, Engineering, Classify Secondary Roads +16

A Deep Learning-Based Solution for Large-Scale Extraction of the Secondary Road Network from High-Resolution Aerial Orthoimagery

Calimanut-Ionut Cira, Ramón Alcarria, Miguel Ángel Manso Callejo et al. · Applied Sciences · 2020 · 32 citations · Full text

Convolutional Neural Network, Engineering, Deep Learning-based Solution +20

Review on Spatio-Temporal Solar Forecasting Methods Driven by In Situ Measurements or Their Combination with Satellite and Numerical Weather Prediction (NWP) Estimates

Llinet Benavides César, Rodrigo Amaro e Silva, Miguel Ángel Manso Callejo et al. · Energies · 2022 · 32 citations · Full text

Situ Measurements, Engineering, Global Horizontal Irradiance +18

Improving Road Surface Area Extraction via Semantic Segmentation with Conditional Generative Learning for Deep Inpainting Operations

Calimanut-Ionut Cira, Martin Kada, Miguel Ángel Manso Callejo et al. · ISPRS International Journal of Geo-Information · 2022 · 21 citations · Full text

Road Geometries, Machine Vision, Image Analysis +15