ROBUST TECHNIQUES FOR BUILDING FOOTPRINT EXTRACTION IN AERIAL LASER SCANNING 3D POINT CLOUDS

Nurunnabi, A.; Teferle, N.; Balado, J.; Chen, M.; Poux, F.; Sun, C.

doi:https://doi.org/10.5194/isprs-archives-XLVIII-3-W2-2022-43-2022

TREE DIGITISATION FROM POINT CLOUDS WITH UNREAL ENGINE

S. González-Domínguez, J. Balado, A. Novo, and P. Arias

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 555–560, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-555-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-555-2023, 2023

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

Validating a tailored drought risk assessment methodology: drought risk assessment in local Papua New Guinea regions

Isabella Aitkenhead, Yuriy Kuleshov, Jessica Bhardwaj, Zhi-Weng Chua, Chayn Sun, and Suelynn Choy

Nat. Hazards Earth Syst. Sci., 23, 553–586, https://doi.org/10.5194/nhess-23-553-2023,https://doi.org/10.5194/nhess-23-553-2023, 2023

Short summary

kCV-B: BOOTSTRAP WITH CROSS-VALIDATION FOR DEEP LEARNING MODEL DEVELOPMENT, ASSESSMENT AND SELECTION

A. Nurunnabi, F. N. Teferle, D. F. Laefer, F. Remondino, I. R. Karas, and J. Li

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W3-2022, 111–118, https://doi.org/10.5194/isprs-archives-XLVIII-4-W3-2022-111-2022,https://doi.org/10.5194/isprs-archives-XLVIII-4-W3-2022-111-2022, 2022

iHVI: AN OPEN-SOURCE TOOLKIT FOR CONSTRUCTING INTEGRATED HEAT VULNERABILITY INDEX IN AUSTRALIA

Q. (C.) Sun, S. Das, K. Wang, Y. Tao, M. Amati, J. Hurley, S. Choy, and M. Duckham

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W5-2022, 175–182, https://doi.org/10.5194/isprs-archives-XLVIII-4-W5-2022-175-2022,https://doi.org/10.5194/isprs-archives-XLVIII-4-W5-2022-175-2022, 2022

DEFINING THE FUNCTIONAL SPACE OF BUS STOPS FROM MLS POINT CLOUDS

S. M. González-Collazo, J. Balado, E. González, H. Lorenzo, and L. Díaz-Vilariño

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W2-2022, 77–82, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-77-2022,https://doi.org/10.5194/isprs-annals-X-4-W2-2022-77-2022, 2022

Automatic mapping direct sun glares on roads with point clouds. Case study of EP2005, Vigo, Spain

Silvia María González-Collazo, Jesús Balado, and Elena González

Abstr. Int. Cartogr. Assoc., 5, 49, https://doi.org/10.5194/ica-abs-5-49-2022,https://doi.org/10.5194/ica-abs-5-49-2022, 2022

3D MAPPING OF INDOOR AND OUTDOOR ENVIRONMENTS USING APPLE SMART DEVICES

L. Díaz-Vilariño, H. Tran, E. Frías, J. Balado, and K. Khoshelham

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 303–308, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-303-2022,https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-303-2022, 2022

A DEEP LEARNING APPROACH FOR THE RECOGNITION OF URBAN GROUND PAVEMENTS IN HISTORICAL SITES

D. Treccani, J. Balado, A. Fernández, A. Adami, and L. Díaz-Vilariño

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 321–326, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-321-2022,https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-321-2022, 2022

ROBUST APPROACH FOR URBAN ROAD SURFACE EXTRACTION USING MOBILE LASER SCANNING 3D POINT CLOUDS

A. Nurunnabi, F. N. Teferle, R. C. Lindenbergh, J. Li, and S. Zlatanova

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 59–66, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-59-2022,https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-59-2022, 2022

RESAMPLING METHODS FOR A RELIABLE VALIDATION SET IN DEEP LEARNING BASED POINT CLOUD CLASSIFICATION

A. Nurunnabi and F. N. Teferle

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 617–624, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-617-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-617-2022, 2022

ANALYSIS OF SUN GLARE ON ROUNDABOUTS WITH AERIAL LASER SCANNING DATA

S. M. González-Collazo, J. Balado, E. González, and M. Soilán

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 1009–1016, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1009-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1009-2022, 2022

SPATIAL ANALYSIS OF TREE SPECIES BEFORE FOREST FIRES

A. Novo, H. González-Jorge, J. Martínez-Sánchez, and J. Balado

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 959–966, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-959-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-959-2022, 2022

A TWO-STEP FEATURE EXTRACTION ALGORITHM: APPLICATION TO DEEP LEARNING FOR POINT CLOUD CLASSIFICATION

A. Nurunnabi, F. N. Teferle, D. F. Laefer, R. C. Lindenbergh, and A. Hunegnaw

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 401–408, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-401-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-401-2022, 2022

INVESTIGATION OF POINTNET FOR SEMANTIC SEGMENTATION OF LARGE-SCALE OUTDOOR POINT CLOUDS

A. Nurunnabi, F. N. Teferle, J. Li, R. C. Lindenbergh, and S. Parvaz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W5-2021, 397–404, https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-397-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-397-2021, 2021

POINT-BASED MORPHOLOGICAL OPENING WITH INPUT DATA RETRIEVAL

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

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., VIII-4-W2-2021, 53–58, https://doi.org/10.5194/isprs-annals-VIII-4-W2-2021-53-2021,https://doi.org/10.5194/isprs-annals-VIII-4-W2-2021-53-2021, 2021

AN EXTENSION OF CITYJSON TO SUPPORT POINT CLOUDS

G.-A. Nys, A. Kharroubi, F. Poux, and R. Billen

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2021, 301–306, https://doi.org/10.5194/isprs-archives-XLIII-B4-2021-301-2021,https://doi.org/10.5194/isprs-archives-XLIII-B4-2021-301-2021, 2021

AN EFFICIENT DEEP LEARNING APPROACH FOR GROUND POINT FILTERING IN AERIAL LASER SCANNING POINT CLOUDS

A. Nurunnabi, F. N. Teferle, J. Li, R. C. Lindenbergh, and A. Hunegnaw

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2021, 31–38, https://doi.org/10.5194/isprs-archives-XLIII-B1-2021-31-2021,https://doi.org/10.5194/isprs-archives-XLIII-B1-2021-31-2021, 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

UNSUPERVISED OBJECT-BASED CLUSTERING IN SUPPORT OF SUPERVISED POINT-BASED 3D POINT CLOUD CLASSIFICATION

E. Grilli, F. Poux, and F. Remondino

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 471–478, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-471-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-471-2021, 2021

A COMPARATIVE STUDY OF POINT CLOUDS SEMANTIC SEGMENTATION USING THREE DIFFERENT NEURAL NETWORKS ON THE RAILWAY STATION DATASET

Y. A. Lumban-Gaol, Z. Chen, M. Smit, X. Li, M. A. Erbaşu, E. Verbree, J. Balado, M. Meijers, and N. van der Vaart

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 223–228, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-223-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-223-2021, 2021

TESSERAE3D: A BENCHMARK FOR TESSERAE SEMANTIC SEGMENTATION IN 3D POINT CLOUDS

A. Kharroubi, L. Van Wersch, R. Billen, and F. Poux

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 121–128, https://doi.org/10.5194/isprs-annals-V-2-2021-121-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-121-2021, 2021

SEGMENTATION OF TRAFFIC SIGNS FROM POLES WITH MATHEMATICAL MORPHOLOGY APPLIED TO POINT CLOUDS

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

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 145–151, https://doi.org/10.5194/isprs-annals-V-2-2021-145-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-145-2021, 2021

GEOGRAPHIC INFORMATION SYSTEM FOR DROUGHT RISK MAPPING IN AUSTRALIA – DROUGHT RISK ANALYSER WEB APP

C. Sun, S. Choy, Z. Chua, I. Aitkenhead, and Y. Kuleshov

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIV-3-W1-2020, 139–144, https://doi.org/10.5194/isprs-archives-XLIV-3-W1-2020-139-2020,https://doi.org/10.5194/isprs-archives-XLIV-3-W1-2020-139-2020, 2020

AUTOMATIC DETECTION AND CHARACTERIZATION OF GROUND OCCLUSIONS IN URBAN POINT CLOUDS FROM MOBILE LASER SCANNING DATA

J. Balado, E. González, E. Verbree, L. Díaz-Vilariño, and H. Lorenzo

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., VI-4-W1-2020, 13–20, https://doi.org/10.5194/isprs-annals-VI-4-W1-2020-13-2020,https://doi.org/10.5194/isprs-annals-VI-4-W1-2020-13-2020, 2020

POINT CLOUD ROOM SEGMENTATION BASED ON INDOOR SPACES AND 3D MATHEMATICAL MORPHOLOGY

E. Frías, J. Balado, L. Díaz-Vilariño, and H. Lorenzo

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIV-4-W1-2020, 49–55, https://doi.org/10.5194/isprs-archives-XLIV-4-W1-2020-49-2020,https://doi.org/10.5194/isprs-archives-XLIV-4-W1-2020-49-2020, 2020

UNSUPERVISED SEGMENTATION OF INDOOR 3D POINT CLOUD: APPLICATION TO OBJECT-BASED CLASSIFICATION

F. Poux, C. Mattes, and L. Kobbelt

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIV-4-W1-2020, 111–118, https://doi.org/10.5194/isprs-archives-XLIV-4-W1-2020-111-2020,https://doi.org/10.5194/isprs-archives-XLIV-4-W1-2020-111-2020, 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

MARKER-LESS MOBILE AUGMENTED REALITY APPLICATION FOR MASSIVE 3D POINT CLOUDS AND SEMANTICS

A. Kharroubi, R. Billen, and F. Poux

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 255–261, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-255-2020,https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-255-2020, 2020

SELF-LEARNING ONTOLOGY FOR INSTANCE SEGMENTATION OF 3D INDOOR POINT CLOUD

F. Poux and J. J. Ponciano

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 309–316, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-309-2020,https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-309-2020, 2020

AUTOMATIC 3D BUILDINGS COMPACT RECONSTRUCTION FROM LIDAR POINT CLOUDS

G.-A. Nys, R. Billen, and F. Poux

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 473–478, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-473-2020,https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-473-2020, 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

CLASSIFICATION AND INTEGRATION OF MASSIVE 3D POINTS CLOUDS IN A VIRTUAL REALITY (VR) ENVIRONMENT

A. Kharroubi, R. Hajji, R. Billen, and F. Poux

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 165–171, https://doi.org/10.5194/isprs-archives-XLII-2-W17-165-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W17-165-2019, 2019

SEMANTIC ENRICHMENT OF POINT CLOUD BY AUTOMATIC EXTRACTION AND ENHANCEMENT OF 360° PANORAMAS

A. Tabkha, R. Hajji, R. Billen, and F. Poux

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 355–362, https://doi.org/10.5194/isprs-archives-XLII-2-W17-355-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W17-355-2019, 2019

Identifying Heat Health Risks in the Urban Areas of Western Australia (WA) – An Enhanced Heat Vulnerability Assessment

Qian Sun, Grace Yun, and Ting Ling

Abstr. Int. Cartogr. Assoc., 1, 356, https://doi.org/10.5194/ica-abs-1-356-2019,https://doi.org/10.5194/ica-abs-1-356-2019, 2019

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

TOWARDS A HIGH-RESOLUTION DRONE-BASED 3D MAPPING DATASET TO OPTIMISE FLOOD HAZARD MODELLING

D. Backes, G. Schumann, F. N. Teferle, and J. Boehm

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 181–187, https://doi.org/10.5194/isprs-archives-XLII-2-W13-181-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-181-2019, 2019

SCAN PLANNING OPTIMIZATION FOR OUTDOOR ARCHAEOLOGICAL SITES

L. Díaz-Vilariño, E. Frías, M. Previtali, M. Scaioni, and J. Balado

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W11, 489–494, https://doi.org/10.5194/isprs-archives-XLII-2-W11-489-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W11-489-2019, 2019

SCAN PLANNING AND ROUTE OPTIMIZATION FOR CONTROL OF EXECUTION OF AS-DESIGNED BIM

L. Díaz-Vilariño, E. Frías, J. Balado, and H. González-Jorge

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4, 143–148, https://doi.org/10.5194/isprs-archives-XLII-4-143-2018,https://doi.org/10.5194/isprs-archives-XLII-4-143-2018, 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

Noise characteristics in Zenith Total Delay from homogeneously reprocessed GPS time series

Anna Klos, Addisu Hunegnaw, Felix Norman Teferle, Kibrom Ebuy Abraha, Furqan Ahmed, and Janusz Bogusz

Atmos. Meas. Tech. Discuss., https://doi.org/10.5194/amt-2016-385,https://doi.org/10.5194/amt-2016-385, 2016

Revised manuscript not accepted

Short summary

Evaluation of IWV from the numerical weather prediction WRF model with PPP GNSS processing for Bulgaria

Tzvetan Simeonov, Dmitry Sidorov, Felix Norman Teferle, Georgi Milev, and Guergana Guerova

Atmos. Meas. Tech. Discuss., https://doi.org/10.5194/amt-2016-152,https://doi.org/10.5194/amt-2016-152, 2016

Revised manuscript not accepted

ROBUST TECHNIQUES FOR BUILDING FOOTPRINT EXTRACTION IN AERIAL LASER SCANNING 3D POINT CLOUDS

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