AUTOMATED CLASSIFICATION OF HERITAGE BUILDINGS FOR AS-BUILT BIM
USING MACHINE LEARNING TECHNIQUES

Bassier, M.; Vergauwen, M.; Van Genechten, B.

doi:https://doi.org/10.5194/isprs-annals-IV-2-W2-25-2017

PLANIMETRIC RAIL POSITIONING USING UAV PHOTOGRAMMETRY: TOWARDS AUTOMATED AND SAFE RAILWAY INFRASTRUCTURE MONITORING

S. Cuypers, H. De Winter, M. Bassier, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 589–596, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-589-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-589-2023, 2023

TEXTURE-BASED SEPARATION TO REFINE BUILDING MESHES

J. Vermandere, M. Bassier, and M. Vergauwen

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 479–485, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-479-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-479-2023, 2023

MEASURE UP: A SERIOUS GAME FOR TOPOGRAPHIC EDUCATION

J. Vermandere, M. Bassier, and M. Vergauwen

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-W1-2023, 69–74, https://doi.org/10.5194/isprs-annals-X-5-W1-2023-69-2023,https://doi.org/10.5194/isprs-annals-X-5-W1-2023-69-2023, 2023

CASE STUDY FOR UAS-ASSISTED BRIDGE INSPECTIONS

E. T. Bartczak, M. Bassier, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W3-2023, 33–39, https://doi.org/10.5194/isprs-archives-XLVIII-2-W3-2023-33-2023,https://doi.org/10.5194/isprs-archives-XLVIII-2-W3-2023-33-2023, 2023

AUTOMATIC CALCULATION OF VOLUME CHANGES IN ROAD CONSTRUCTION

H. De Winter, M. Bassier, S. De Geyter, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W2-2022, 23–30, https://doi.org/10.5194/isprs-archives-XLVIII-2-W2-2022-23-2022,https://doi.org/10.5194/isprs-archives-XLVIII-2-W2-2022-23-2022, 2022

REVIEW OF WINDOW AND DOOR TYPE DETECTION APPROACHES

S. De Geyter, M. Bassier, H. De Winter, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W1-2022, 65–72, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-65-2022,https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-65-2022, 2022

STORM DRAIN DETECTION AND LOCALISATION ON MOBILE LIDAR DATA USING A PRE-TRAINED RANDLA-NET SEMANTIC SEGMENTATION NETWORK

L. Mattheuwsen, M. Bassier, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 237–244, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-237-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-237-2022, 2022

LINKED BUILDING DATA FOR CONSTRUCTION SITE MONITORING: A TEST CASE

M. Bassier, J. Vermandere, and H. De Winter

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 159–165, https://doi.org/10.5194/isprs-annals-V-2-2022-159-2022,https://doi.org/10.5194/isprs-annals-V-2-2022-159-2022, 2022

AUTOMATED TRAINING DATA CREATION FOR SEMANTIC SEGMENTATION OF 3D POINT CLOUDS

S. De Geyter, M. Bassier, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-5-W1-2022, 59–67, https://doi.org/10.5194/isprs-archives-XLVI-5-W1-2022-59-2022,https://doi.org/10.5194/isprs-archives-XLVI-5-W1-2022-59-2022, 2022

DIGITISATION IN ROAD CONSTRUCTION: AUTOMATION OF AS-BUILT MODELS

H. De Winter, M. Bassier, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-5-W1-2022, 69–76, https://doi.org/10.5194/isprs-archives-XLVI-5-W1-2022-69-2022,https://doi.org/10.5194/isprs-archives-XLVI-5-W1-2022-69-2022, 2022

SEMI-AUTOMATED TOPOLOGY ADJUSTMENT OF PARTIAL WALL GEOMETRY

M. Bassier and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-5-W3, 13–19, https://doi.org/10.5194/isprs-archives-XLII-5-W3-13-2019,https://doi.org/10.5194/isprs-archives-XLII-5-W3-13-2019, 2019

BIM RECONSTRUCTION: AUTOMATED PROCEDURAL MODELING FROM POINT CLOUD DATA

M. Bassier, L. Mattheuwsen, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 53–60, https://doi.org/10.5194/isprs-archives-XLII-2-W17-53-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W17-53-2019, 2019

THEORETICAL ACCURACY PREDICTION AND VALIDATION OF LOW-END AND HIGH-END MOBILE MAPPING SYSTEM IN URBAN, RESIDENTIAL AND RURAL AREAS

L. Mattheuwsen, M. Bassier, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W18, 121–128, https://doi.org/10.5194/isprs-archives-XLII-2-W18-121-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W18-121-2019, 2019

PERCENTAGE OF COMPLETION OF IN-SITU CAST CONCRETE WALLS USING POINT CLOUD DATA AND BIM

M. Bassier, S. Vincke, L. Mattheuwsen, R. de Lima Hernandez, J. Derdaele, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-5-W2, 21–28, https://doi.org/10.5194/isprs-archives-XLII-5-W2-21-2019,https://doi.org/10.5194/isprs-archives-XLII-5-W2-21-2019, 2019

IMMERSIVE VISUALISATION OF CONSTRUCTION SITE POINT CLOUD DATA, MESHES AND BIM MODELS IN A VR ENVIRONMENT USING A GAMING ENGINE

S. Vincke, R. de Lima Hernandez, M. Bassier, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-5-W2, 77–83, https://doi.org/10.5194/isprs-archives-XLII-5-W2-77-2019,https://doi.org/10.5194/isprs-archives-XLII-5-W2-77-2019, 2019

GEO-REGISTERING CONSECUTIVE DATASETS BY MEANS OF A REFERENCE DATASET, ELIMINATING GROUND CONTROL POINT INDICATION

S. Vincke and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-5-W2, 85–91, https://doi.org/10.5194/isprs-archives-XLII-5-W2-85-2019,https://doi.org/10.5194/isprs-archives-XLII-5-W2-85-2019, 2019

REMOTE SENSING DATA AS BASIS FOR THE MODELLING AND REASSEMBLY OF DISMANTLED HERITAGE STRUCTURES

S. Vincke, M. Bassier, R. de Lima Hernandez, I. Dejaeghere, K. Carbonez, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 1187–1194, https://doi.org/10.5194/isprs-archives-XLII-2-W15-1187-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W15-1187-2019, 2019

PUZZLING ENGINE: A DIGITAL PLATFORM TO AID THE REASSEMBLING OF FRACTURED FRAGMENTS

R. D. L. Hernandez, S. Vincke, M. Bassier, L. Mattheuwsen, J. Derdeale, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 563–570, https://doi.org/10.5194/isprs-archives-XLII-2-W15-563-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W15-563-2019, 2019

CLUSTERING OF WALL GEOMETRY FROM UNSTRUCTURED POINT CLOUDS

M. Bassier and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W9, 101–108, https://doi.org/10.5194/isprs-archives-XLII-2-W9-101-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W9-101-2019, 2019

IMAGE RECORDING CHALLENGES FOR PHOTOGRAMMETRIC CONSTRUCTION SITE MONITORING

S. Vincke, M. Bassier, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W9, 747–753, https://doi.org/10.5194/isprs-archives-XLII-2-W9-747-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W9-747-2019, 2019

IFCWALL RECONSTRUCTION FROM UNSTRUCTURED POINT CLOUDS

M. Bassier, R. Klein, B. Van Genechten, and M. Vergauwen

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 33–39, https://doi.org/10.5194/isprs-annals-IV-2-33-2018,https://doi.org/10.5194/isprs-annals-IV-2-33-2018, 2018

SEGMENTATION OF LARGE UNSTRUCTURED POINT CLOUDS USING OCTREE-BASED REGION GROWING AND CONDITIONAL RANDOM FIELDS

M. Bassier, M. Bonduel, B. Van Genechten, and M. Vergauwen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W8, 25–30, https://doi.org/10.5194/isprs-archives-XLII-2-W8-25-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W8-25-2017, 2017

SCAN-TO-BIM OUTPUT VALIDATION: TOWARDS A STANDARDIZED GEOMETRIC QUALITY ASSESSMENT OF BUILDING INFORMATION MODELS BASED ON POINT CLOUDS

M. Bonduel, M. Bassier, M. Vergauwen, P. Pauwels, and R. Klein

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W8, 45–52, https://doi.org/10.5194/isprs-archives-XLII-2-W8-45-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W8-45-2017, 2017

STANDALONE TERRESTRIAL LASER SCANNING FOR EFFICIENTLY CAPTURING AEC BUILDINGS FOR AS-BUILT BIM

M. Bassier, M. Vergauwen, and B. Van Genechten

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., III-6, 49–55, https://doi.org/10.5194/isprs-annals-III-6-49-2016,https://doi.org/10.5194/isprs-annals-III-6-49-2016, 2016

AUTOMATED CLASSIFICATION OF HERITAGE BUILDINGS FOR AS-BUILT BIM USING MACHINE LEARNING TECHNIQUES

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