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Cira, Calimanut-ionut ionut.cira@upm.es

INGENIERÍA TOPOGRÁFICA Y CARTOGRAFÍA / Universidad Politécnica de Madrid

Publications

RoadMark-cGAN: Generative Conditional Learning to Directly Map Road Marking Lines from Aerial Orthophotos via Image-to-Image Translation

  • Cira, Calimanut-Ionut
  • Yokoya, Naoto
  • Manso-Callejo, Miguel-Angel
  • Alcarria, Ramon
  • Broni-Bediako, Clifford
  • Xia, Junshi
  • Bordel, Borja
... View more Collapse

Electronics - 3/1/2026

10.3390/electronics15010224 View at source

  • ISSN 08834989

Methodology Based on BERT (Bidirectional Encoder Representations from Transformers) to Improve Solar Irradiance Prediction of Deep Learning Models Trained with Time Series of Spatiotemporal Meteorological Information

  • Benavides-Cesar, L
  • Manso-Callejo, MA
  • Cira, CI

Forecasting - 17/1/2025

10.3390/forecast7010005 View at source

  • ISSN 25719394

Impact of Tile Size and Tile Overlap on the Prediction Performance of Convolutional Neural Networks Trained for Road Classification

  • Cira, CI
  • Manso-Callejo, MA
  • Yokoya, N
  • Salagean, T
  • Badea, AC

Remote Sensing - 1/8/2024

10.3390/rs16152818 View at source

  • ISSN 20724292

Insights into the Effects of Tile Size and Tile Overlap Levels on Semantic Segmentation Models Trained for Road Surface Area Extraction from Aerial Orthophotography

  • Cira, Calimanut-Ionut
  • Manso-Callejo, Miguel-Angel
  • Alcarria, Ramon
  • Iturrioz, Teresa
  • Arranz-Justel, Jose-Juan

Remote Sensing - 1/8/2024

10.3390/rs16162954 View at source

  • ISSN 20724292

Three Novel Artificial Neural Network Architectures Based on Convolutional Neural Networks for the Spatio-Temporal Processing of Solar Forecasting Data

  • Cesar, LB
  • Manso-Callejo, MA
  • Cira, CI

Applied Sciences-Basel - 1/7/2024

10.3390/app14135955 View at source

  • ISSN 20763417

Impact of Stationarizing Solar Inputs on Very-Short-Term Spatio-Temporal Global Horizontal Irradiance (GHI) Forecasting

  • Silva, RAE
  • Cesar, LB
  • Callejo, MAM
  • Cira, CI

Energies - 1/7/2024

10.3390/en17143527 View at source

  • ISSN 19961073

Causes for the Asymmetric Adoption of Active Learning Methodologies in Engineering Education: A Rogers’ Theory Perspective

  • Bordel, Borja
  • Alcarria, Ramon
  • Cira, Calimanut-ionut

International Journal Of Engineering Education (p. 1181-1192) - 1/1/2024

  • ISSN 0949149X
  • iMarina

Convolutional Neural Networks Adapted for Regression Tasks: Predicting the Orientation of Straight Arrows on Marked Road Pavement Using Deep Learning and Rectified Orthophotography

  • Cira, Calimanut-Ionut
  • Diaz-Alvarez, Alberto
  • Serradilla, Francisco
  • Manso-callejo, Miguel-Angel

Electronics - 1/9/2023

10.3390/electronics12183980 View at source

  • ISSN 08834989

Non-Destructive Measurements for 3D Modeling and Monitoring of Large Buildings Using Terrestrial Laser Scanning and Unmanned Aerial Systems

  • Nap, ME
  • Chiorean, S
  • Cira, CI
  • Manso-Callejo, MA
  • Paunescu, V
  • Suba, EE
  • Salagean, T
... View more Collapse

Sensors - 1/6/2023

10.3390/s23125678 View at source

  • ISSN 14248220

State-Level Mapping of the Road Transport Network from Aerial Orthophotography: An End-to-End Road Extraction Solution Based on Deep Learning Models Trained for Recognition, Semantic Segmentation and Post-Processing with Conditional Generative Learning

  • Cira, Calimanut-Ionut
  • Manso-Callejo, Miguel-Angel
  • Alcarria, Ramon
  • Bordel Sanchez, Borja
  • Gonzalez Matesanz, Javier

Remote Sensing - 1/4/2023

10.3390/rs15082099 View at source

  • ISSN 20724292

This researcher has no books.

This researcher has no book chapters.

Evaluation of Multiclass Extraction of Representative Road Lines Found on Highway Pavement Using Supervised Semantic Segmentation Techniques and Aerial Imagery

  • Cira CI
  • Arranz-Justel JJ
  • Suba EE
  • Manso-Callejo MA
  • Nap ME
  • Salagean T

International Conference On Artificial Intelligence, Computer, Data Sciences, And Applications, Acdsa 2024 - 1/1/2024

10.1109/acdsa59508.2024.10467671 View at source

Wind Influence on the Spatiotemporal Forecast of Global Horizontal Irradiance

  • Llinet Benavides Cesar
  • Miguel Ángel Manso Callejo
  • Calimanut-Ionut Cira

Cigeo 2023? (p. 5-5) - 20/12/2023

10.3390/environsciproc2023028005 View at source

Exploración de técnicas de aprendizaje automático para la mejora de la resolución espacial de ortoimágenes

  • Apellaniz, Monica
  • Díaz, Alberto
  • Serradilla, Francisco
  • Jiménez, Alicia
  • Cira, Calimanut-Ionut
  • Manso Callejo, Miguel Ángel

18/11/2021

  • iMarina

Influencia del tamaño de la tesela en el reconocimiento y extracción de caminos en ortoimágenes

  • Fernández Valladolid, Víctor
  • Barreira González, Pablo
  • Serradilla, Francisco
  • Calimanut-Ionut, Cira

15/11/2021

  • iMarina

Propuesta de flujo de trabajo para la segmentación semántica de viales

  • CALIMANUT-IONUT, Cira
  • ALCARRIA GARRIDO, Ramón
  • SERRADILLA GARCÍA, Francisco
  • MANSO CALLEJO, Miguel Angel
  • GONZALEZ MATESANZ, Francisco Javier

Xi Jornadas Ibéricas De Infraestructuras De Datos Espaciales - 26/10/2020

10.13140/rg.2.2.14503.37283 View at source

IMPACT OF TEACHING PLANNING IN THE ACADEMIC RESULTS OF STUDENTS: A STUDY CASE

  • Bordel, Borja
  • Alcarria, Ramon
  • Calimanut-Ionut, Cira

13th International Technology, Education And Development Conference (Inted2019) (p. 7336-7340) - 1/1/2020

10.21125/inted.2020.1943 View at source

  • ISSN 23401079

A deep convolutional neural network to detect the existence of geospatial elements in high-resolution aerial imagery

  • Calimanut-Ionut Cira
  • Ramón Alcarria
  • Miguel Ángel Manso Callejo
  • Francisco Serradilla

Proceedings, 2019, Cigeo 2019 the Ii Geomatics Engineering Conference (p. 1-3) - 26/6/2019

10.3390/proceedings2019019017 View at source

This researcher has no working papers.

This researcher has no technical reports.

DIGITALIZACIÓN MEDIANTE MACHINE LEARNING PARA OBTENCIÓN AUTOMATIZADA DE EJES DE CARRETERA

  • Cira, Calimanut-Ionut (Colaborador/a)
  • Manso Callejo, Miguel Ángel (Investigador principal (IP))

Period: 27-07-2023 - 28-12-2023

Type of funding: Internal

  • iMarina

REALIZACIÓN DE CONSULTORÍA Y ACOMPAÑAMIENTO EN EL SERVICIO PARA EL DESARROLLO Y APLICACIÓN DE ALGORITMOS DE INTELIGENCIA ARTIFICIAL PARA LA GENERACIÓN DE LA RED DE TRANSPORTE DE ALTA DEFINICIÓN (RTAD)

  • SINDE GONZALEZ, IZAR (Colaborador/a)
  • QUEROL PASCUAL, JOSE JAVIER (Colaborador/a)
  • Iturrioz Aguirre, Teresa (Colaborador/a)
  • Cira, Calimanut-Ionut (Colaborador/a)
  • Manso Callejo, Miguel Ángel (Investigador principal (IP))

Period: 17-05-2023 - 06-05-2024

  • iMarina

Aprendizaje profundo aplicado al reconocimiento, segmentación semántica, post-procesamiento y extracción de la geometría de viales principales, secundarios y caminos

  • Maldonado Ibáñez, Ana (Participante)
  • Manso Callejo, Miguel Ángel (Investigador principal (IP))
  • SERRADILLA GARCIA, FRANCISCO (Investigador principal (IP))
  • ARRANZ JUSTEL, JOSE JUAN (Participante)
  • GARCIA MORALES, LINO PEDRO (Participante)
  • DIAZ ALVAREZ, ALBERTO (Participante)
  • Iturrioz Aguirre, Teresa (Participante)
  • BENAVIDES CESAR, LLINET (Miembro del equipo de trabajo)
  • Cira, Calimanut-Ionut (Participante)
  • QUEROL PASCUAL, JOSE JAVIER (Miembro del equipo de trabajo)
  • Barreira González, Pablo (Participante)
  • GONZALEZ MATESANZ, FRANCISCO JAVIER (Participante)
... View more Collapse

Period: 01-01-2021 - 31-12-2023

Type of funding: National

Amount of funding: 19118,00 Euros.

  • iMarina

Co-creating resIlient and susTaInable food systEms towardS FOOD2030

  • Leo Ramírez, Alejandro (Participante)
  • ROBLES VALLADARES, TOMAS ENRIQUE (Participante)
  • BORDEL SANCHEZ, BORJA (Participante)
  • MARTIN DE ANDRES, DIEGO (Participante)
  • Manso Callejo, Miguel Ángel (Participante)
  • Sánchez López, Jesús (Participante)
  • Cira, Calimanut-Ionut (Participante)
  • Alcarria Garrido, Ramón Pablo (Investigador principal (IP))
... View more Collapse

Period: 01-10-2020 - 30-09-2024

Type of funding: International

Amount of funding: 611000,00 Euros.

  • iMarina

TOSS (Total System Shield)

  • López Presa, José Luis (Participante)
  • Arroyo Montoro, Fernando (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • Mitrana, Victor (Participante)
  • BORDEL SANCHEZ, BORJA (Participante)
  • ROBLES VALLADARES, TOMAS ENRIQUE (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • Cira, Calimanut-Ionut (Participante)
  • Alcarria Garrido, Ramón Pablo (Participante)
... View more Collapse

Period: 01-01-2020 - 31-12-2020

Type of funding: International

Amount of funding: 132439,00 Euros.

  • iMarina

Sistema de trazabilidad basado en Blockchain para dotar de transparencia y seguridad la cadena alimentaria del sector cárnico

  • ROBLES VALLADARES, TOMAS ENRIQUE (Participante)
  • MARTIN DE ANDRES, DIEGO (Participante)
  • Cira, Calimanut-Ionut (Miembro del equipo de trabajo)
  • SANCHEZ DE RIVERA CORDOBA, DIEGO (Miembro del equipo de trabajo)
  • BORDEL SANCHEZ, BORJA (Miembro del equipo de trabajo)
  • Alcarria Garrido, Ramón Pablo (Investigador principal (IP))

Period: 01-01-2018 - 31-12-2019

Type of funding: National

Amount of funding: 142342,00 Euros.

  • iMarina

Desarrollo de metodología para la predicción de radiación solar basada en las observaciones meteorológicas e inteligencia artificial enriquecidas con información espaciotemporal

  • Cira, Calimanut-Ionut (Director)
  • Manso Callejo, Miguel Ángel (Director) Doctorando: Benavides César, Llinet

12/3/2025

  • iMarina

This researcher has no patents or software licenses.

Last data update: 8/31/26 7:04 PM