Balado Frías

Postdoctoral Xunta de Galicia modalidad A

Área de Ingeniería Cartográfica, Geodésica
Departamento de Ingeniería de los Recursos Naturales y Medio Ambiente

Información de contacto

Escuela de Ingeniería de Minas y Energía
Laboratorio 222

As Lagoas, Marcosende
36310 Vigo

+34 986 813 499
jbalado@uvigo.es

Investigación

Grupo de investigación

Geotecnologías Aplicadas

Líneas de investigación

  • Procesado automático de nubes de puntos
  • Técnicas de Inteligencia Artificial para clasificación
  • Análisis de la accesibilidad física

 

Resultados de investigación

Article
González, E., Balado, J., Arias, P., Lorenzo, H.,
Realistic correction of sky-coloured points in Mobile Laser Scanning point clouds
Optics and Laser Technology, 149, , 2022 | DOI

Article
Barros-Ribademar, J., Balado, J., Arias, P., González-Collazo, S.M.,
Visibility analysis for the occlusion detection and characterisation in street point clouds acquired with Mobile Laser Scanning
Geocarto International, , , 2022 | DOI

Conference Paper
Balado, J., Van Oosterom, P., Díaz-Vilariño, L., Lorenzo, H.,
POINT-BASED MORPHOLOGICAL OPENING with INPUT DATA RETRIEVAL
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 8, 4/W2-2021, 2021 | DOI

Conference Paper
De Paz Mourino, S., Balado, J., Arias, P.,
Multiview rasterization of street cross-sections acquired with mobile laser scanning for semantic segmentation with convolutional neural networks
EUROCON 2021 – 19th IEEE International Conference on Smart Technologies, Proceedings, , , 2021 | DOI

Conference Paper
Balado, J., Van Oosterom, P., Díaz-Vilariño, L., Arias, P.,
Semantic segmentation of mobile laser scanning point clouds with long short-term memory networks: Preliminary results
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – ISPRS Archives, 43, B2-2021, 2021 | DOI

Article
Balado, J., Arias, P., Lorenzo, H., Meijide-Rodríguez, A.,
Disturbance analysis in the classification of objects obtained from urban lidar point clouds with convolutional neural networks
Remote Sensing, 13, 11, 2021 | DOI

Conference Paper
Balado, J., González, E., Verbree, E., Díaz-Vilariño, L., Lorenzo, H., Balado, J.,
AUTOMATIC DETECTION and CHARACTERIZATION of GROUND OCCLUSIONS in URBAN POINT CLOUDS from MOBILE LASER SCANNING DATA
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 6, 4/W1, 2020 | DOI

Conference Paper
Balado, J., González, E., Verbree, E., Díaz-Vilariño, L., Lorenzo, H., Balado, J.,
AUTOMATIC DETECTION and CHARACTERIZATION of GROUND OCCLUSIONS in URBAN POINT CLOUDS from MOBILE LASER SCANNING DATA
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 6, 4/W1, 2020 | DOI

Conference Paper
Frías, E., Balado, J., Díaz-Vilariño, L., Lorenzo, H.,
POINT CLOUD ROOM SEGMENTATION BASED on INDOOR SPACES and 3D MATHEMATICAL MORPHOLOGY
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – ISPRS Archives, 44, 4/W1, 2020 | DOI

Article
Luaces, M.R., Fisteus, J.A., Sánchez-Fernández, L., Munoz-Organero, M., Balado, J., Díaz-Vilariño, L., Lorenzo, H.,
Accessible Routes Integrating Data from Multiple Sources
ISPRS International Journal of Geo-Information, 10, 1, 2020 | DOI

Article
Soilán, M., Riveiro, B., Balado, J., Arias, P.,
Comparison of heuristic and deep learning-based methods for ground classification from aerial point clouds
International Journal of Digital Earth, 13, 10, 2020 | DOI

Conference Paper
Vidal, M., Díaz-Vilariño, L., Arias, P., Balado, J.,
BARRIER and GUARDRAIL EXTRACTION and CLASSIFICATION from POINT CLOUDS
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – ISPRS Archives, 43, B5, 2020 | DOI

Conference Paper
Balado, J., Díaz-Vilariño, L., Verbree, E., Arias, P.,
Transfer learning for indoor object classification: From images to point clouds
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 5, 4, 2020 | DOI

Article
Balado, J., Sousa, R., Díaz-Vilariño, L., Arias, P.,
Transfer Learning in urban object classification: Online images to recognize point clouds
Automation in Construction, 111, , 2020 | DOI

Article
Balado, J., González, E., Arias, P., Castro, D.,
Novel approach to automatic traffic sign inventory based on mobile mapping system data and deep learning
Remote Sensing, 12, 3, 2020 | DOI

Article
Frías, E., Díaz-Vilariño, L., Balado, J., Lorenzo, H.,
From BIM to scan planning and optimization for construction control
Remote Sensing, 11, 17, 2019 | DOI

Article
Balado, J., Martínez-Sánchez, J., Arias, P., Novo, A.,
Road environment semantic segmentation with deep learning from mls point cloud data
Sensors (Switzerland), 19, 16, 2019 | DOI

Conference Paper
Balado, J., DÍaz-Vilariño, L., Arias, P., Frías, E.,
Point clouds to direct indoor pedestrian pathfinding
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – ISPRS Archives, 42, 2/W13, 2019 | DOI

Article
Balado, J., Díaz-Vilariño, L., Arias, P., Novo, A.,
A safety analysis of roundabouts and turbo roundabouts based on Petri nets
Traffic Injury Prevention, 20, 4, 2019 | DOI

Article
Balado, J., Díaz-Vilariño, L., Arias, P., Lorenzo, H.,
Point clouds for direct pedestrian pathfinding in urban environments
ISPRS Journal of Photogrammetry and Remote Sensing, 148, , 2019 | DOI

Article
Balado, J., Díaz-Vilariño, L., Arias, P., González-Jorge, H.,
Automatic classification of urban ground elements from mobile laser scanning data
Automation in Construction, 86, , 2018 | DOI

Conference Paper
Balado, J., Arias, P., Díaz-Vilariño, L., González-Desantos, L.M.,
Automatic CORINE land cover classification from airborne LIDAR data
Procedia Computer Science, 126, , 2018 | DOI

Article
Balado, J., Díaz-Vilariño, L., Arias, P., González-Desantos, L.M.,
Automatic LOD0 classification of airborne LiDAR data in urban and non-urban areas
European Journal of Remote Sensing, 51, 1, 2018 | DOI

Article
Garrido, I., Lagüela, S., Arias, P., Balado, J.,
Thermal-based analysis for the automatic detection and characterization of thermal bridges in buildings
Energy and Buildings, 158, , 2018 | DOI

Conference Paper
López-Pazos, G., Balado, J., Díaz-Vilariño, L., Arias, P., Scaioni, M.,
PEDESTRIAN PATHFINDING in URBAN ENVIRONMENTS: PRELIMINARY RESULTS
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 4, 5W1, 2017 | DOI

Article
Balado, J., Díaz-Vilariño, L., Arias, P., Soilán, M.,
Automatic building accessibility diagnosis from point clouds
Automation in Construction, 82, , 2017 | DOI

Conference Paper
Balado, J., Díaz-Vilariño, L., Arias, P., Garrido, I.,
POINT CLOUDS to INDOOR/OUTDOOR ACCESSIBILITY DIAGNOSIS
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 4, 2W4, 2017 | DOI