SEMANTIC SEGMENTATION OF POINT CLOUDS WITH POINTNET AND KPCONV ARCHITECTURES APPLIED TO RAILWAY TUNNELS

Soilán, M.; Nóvoa, A.; Sánchez-Rodríguez, A.; Riveiro, B.; Arias, P.

doi:https://doi.org/10.5194/isprs-annals-V-2-2020-281-2020

COMPARATIVE STUDY OF ROAD AND URBAN OBJECT CLASSIFICATION BASED ON MOBILE LASER SCANNERS

R. Rashdi, J. Balado, J. M. Sánchez, and P. Arias

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 423–429, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-423-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-423-2023, 2023

A NOVEL METHODOLOGY FOR THE AUTOMATIC ACQUISITION OF REAL FOREST FIRE DATASETS OVER LONG PERIODS OF TIME

G. E. Suárez-Fernández, J. Martínez-Sánchez, and P. Arias

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 465–472, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-465-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-465-2023, 2023

TOWARDS MORE RESILIENT SMART CITIES: MT-InSAR MONITORING OF URBAN INFRASTRUCTURE USING MACHINE LEARNING TECHNIQUES

I. Rodríguez-Antuñano, J. Martínez-Sánchez, S. Lagüela-López, and B. Riveiro

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W3-2022, 221–228, https://doi.org/10.5194/isprs-annals-X-4-W3-2022-221-2022,https://doi.org/10.5194/isprs-annals-X-4-W3-2022-221-2022, 2022

HEURISTIC GENERATION OF MULTISPECTRAL LABELED POINT CLOUD DATASETS FOR DEEP LEARNING MODELS

L. J. Comesaña Cebral, J. Martínez Sánchez, E. Rúa Fernández, and P. Arias Sánchez

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 571–576, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-571-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-571-2022, 2022

ALGORITHM FOR THE COUNTERCLOCKWISE ORDERING OF VERTEXES OF SLANTED SURFACES TOWARDS THE GENERATION OF SEMANTIC GBXML MODELS

R. Otero, S. Lagüela, and P. Arias

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2021, 375–381, https://doi.org/10.5194/isprs-archives-XLIII-B4-2021-375-2021,https://doi.org/10.5194/isprs-archives-XLIII-B4-2021-375-2021, 2021

SEMANTIC SEGMENTATION OF MOBILE LASER SCANNING POINT CLOUDS WITH LONG SHORT-TERM MEMORY NETWORKS: PRELIMINARY RESULTS

J. Balado, P. van Oosterom, L. Díaz-Vilariño, and P. Arias

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 123–130, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-123-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-123-2021, 2021

3D POINT CLOUD DATA PROCESSING AND INFRASTRUCTURE INFORMATION MODELS: METHODS AND FINDINGS FROM SAFEWAY PROJECT

M. Soilán, A. Justo, A. Sánchez-Rodríguez, D. Lamas, and B. Riveiro

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 239–246, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-239-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-239-2021, 2021

PATH PLANNING FOR INDOOR CONTACT INSPECTION TASKS WITH UAVS

L. M. González-deSantos, J. Martínez-Sánchez, H. González-Jorge, and P. Arias

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2020, 345–351, https://doi.org/10.5194/isprs-archives-XLIII-B4-2020-345-2020,https://doi.org/10.5194/isprs-archives-XLIII-B4-2020-345-2020, 2020

BARRIER AND GUARDRAIL EXTRACTION AND CLASSIFICATION FROM POINT CLOUDS

M. Vidal, L. Díaz-Vilariño, P. Arias, and J. Balado

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B5-2020, 157–162, https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-157-2020,https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-157-2020, 2020

NEW ALGORITHM FOR THE MERGING OF GEOMETRIC ENTITIES TOWARDS THE CORRECT GENERATION OF SEMANTIC gbXML MODELS

R. Otero, S. Lagüela, and P. Arias

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2020, 265–270, https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-265-2020,https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-265-2020, 2020

TRANSFER LEARNING FOR INDOOR OBJECT CLASSIFICATION: FROM IMAGES TO POINT CLOUDS

J. Balado, L. Díaz-Vilariño, E. Verbree, and P. Arias

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2020, 65–70, https://doi.org/10.5194/isprs-annals-V-4-2020-65-2020,https://doi.org/10.5194/isprs-annals-V-4-2020-65-2020, 2020

POINT CLOUDS TO DIRECT INDOOR PEDESTRIAN PATHFINDING

J. Balado, L. Díaz-Vilariño, P. Arias, and E. Frías

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 753–759, https://doi.org/10.5194/isprs-archives-XLII-2-W13-753-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-753-2019, 2019

PREFACE – ISPRS WORKSHOP LASER SCANNING 2019

J. Boehm, M. Rutzinger, B. Yang, M. Weinmann, B. Riveiro, and W. Yao

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 915–917, https://doi.org/10.5194/isprs-archives-XLII-2-W13-915-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-915-2019, 2019

FIRST APPROACH TO UAV-BASED CONTACT INSPECTION: A SMART PAYLOAD FOR NAVIGATION IN THE NEIGHBOURHOOD OF STRUCTURES

L. M. González-de Santos, J. Martínez-Sánchez, H. González-Jorge, A. Novo, and P. Arias

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 323–328, https://doi.org/10.5194/isprs-archives-XLII-2-W13-323-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-323-2019, 2019

PREFACE – ISPRS WORKSHOP LASER SCANNING 2019

J. Boehm, M. Rutzinger, B. Yang, M. Weinmann, B. Riveiro, and W. Yao

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 313–315, https://doi.org/10.5194/isprs-annals-IV-2-W5-313-2019,https://doi.org/10.5194/isprs-annals-IV-2-W5-313-2019, 2019

POINTNET FOR THE AUTOMATIC CLASSIFICATION OF AERIAL POINT CLOUDS

M. Soilán, R. Lindenbergh, B. Riveiro, and A. Sánchez-Rodríguez

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 445–452, https://doi.org/10.5194/isprs-annals-IV-2-W5-445-2019,https://doi.org/10.5194/isprs-annals-IV-2-W5-445-2019, 2019

AUTOMATED CALIBRATION OF FEM MODELS USING LIDAR POINT CLOUDS

B. Riveiro, G. Cubreiro, B. Conde, M. Cabaleiro, R. Lindenbergh, M. Soilán, and J. C. Caamaño

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 969–974, https://doi.org/10.5194/isprs-archives-XLII-2-969-2018,https://doi.org/10.5194/isprs-archives-XLII-2-969-2018, 2018

APPLICATION OF MLS DATA TO THE ASSESSMENT OF SAFETY-RELATED FEATURES IN THE SURROUNDING AREA OF AUTOMATICALLY DETECTED PEDESTRIAN CROSSINGS

M. Soilán, B. Riveiro, A. Sánchez-Rodríguez, and L. M. González-deSantos

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 1067–1074, https://doi.org/10.5194/isprs-archives-XLII-2-1067-2018,https://doi.org/10.5194/isprs-archives-XLII-2-1067-2018, 2018

PEDESTRIAN PATHFINDING IN URBAN ENVIRONMENTS: PRELIMINARY RESULTS

G. López-Pazos, J. Balado, L. Díaz-Vilariño, P. Arias, and M. Scaioni

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-5-W1, 35–41, https://doi.org/10.5194/isprs-annals-IV-5-W1-35-2017,https://doi.org/10.5194/isprs-annals-IV-5-W1-35-2017, 2017

POINT CLOUDS TO INDOOR/OUTDOOR ACCESSIBILITY DIAGNOSIS

J. Balado, L. Díaz-Vilariño, P. Arias, and I. Garrido

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W4, 287–293, https://doi.org/10.5194/isprs-annals-IV-2-W4-287-2017,https://doi.org/10.5194/isprs-annals-IV-2-W4-287-2017, 2017

LOW-ALTITUDE LONG-ENDURANCE SOLAR UNMANNED PLANE FOR FOREST FIRE PREVENTION: APPLICATION TO THE NATURAL PARK OF SERRA DO XURES (SPAIN)

H. González-Jorge, M. Bueno, J. Martínez-Sánchez, and P. Arias

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W6, 135–139, https://doi.org/10.5194/isprs-archives-XLII-2-W6-135-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W6-135-2017, 2017

INFRARED CEPHALIC-VEIN TO ASSIST BLOOD EXTRACTION TASKS: AUTOMATIC PROJECTION AND RECOGNITION

S. Lagüela, M. Gesto, B. Riveiro, and D. González-Aguilera

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W4, 193–197, https://doi.org/10.5194/isprs-archives-XLII-2-W4-193-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W4-193-2017, 2017

AN AUTOMATIC METHOD FOR GEOMETRIC SEGMENTATION OF MASONRY ARCH BRIDGES FOR STRUCTURAL ENGINEERING PURPOSES

B. Riveiro, M. DeJong, and B. Conde

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B5, 719–724, https://doi.org/10.5194/isprs-archives-XLI-B5-719-2016,https://doi.org/10.5194/isprs-archives-XLI-B5-719-2016, 2016

AUTOMATIC ROAD SIGN INVENTORY USING MOBILE MAPPING SYSTEMS

M. Soilán, B. Riveiro, J. Martínez-Sánchez, and P. Arias

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B3, 717–723, https://doi.org/10.5194/isprs-archives-XLI-B3-717-2016,https://doi.org/10.5194/isprs-archives-XLI-B3-717-2016, 2016

SEMANTIC SEGMENTATION OF POINT CLOUDS WITH POINTNET AND KPCONV ARCHITECTURES APPLIED TO RAILWAY TUNNELS

Related authors

Useful Links

Useful External Links

Our Contact