RAISE THE ROOF: TOWARDS GENERATING LOD2 MODELS WITHOUT AERIAL SURVEYS USING MACHINE LEARNING

Biljecki, F.; Dehbi, Y.

doi:https://doi.org/10.5194/isprs-annals-IV-4-W8-27-2019

Safety Assessment of Cycling Routes in Urban Environments

Weilian Li, Lukas Arzoumanidis, Jannik Matijevic, Daham Mohammed Mustafa, Peter Rottmann, Jan-Henrik Haunert, and Youness Dehbi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W10-2024, 125–130, https://doi.org/10.5194/isprs-archives-XLVIII-4-W10-2024-125-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W10-2024-125-2024, 2024

AN INTERACTIVE EVACUATION TOOL TO IMPROVE THE PUBLIC FLOOD PERCEPTION

W. L. Li, N. Treff, F. Amann, J. Lehmen, Y. Dehbi, and J.-H. Haunert

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 437–442, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-437-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-437-2023, 2023

SUITABILITY ASSESSMENT OF DIFFERENT SENSORS TO DETECT HIDDEN INSTALLATIONS FOR AS-BUILT BIM

J. Knechtel, J. Behmann, J.-H. Haunert, and Y. Dehbi

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 263–270, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-263-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-263-2023, 2023

Self-Constructing Graph Convolutional Networks for Semantic Segmentation of Historical Maps

Lukas Arzoumanidis, Julius Knechtel, Jan-Henrik Haunert, and Youness Dehbi

Abstr. Int. Cartogr. Assoc., 6, 11, https://doi.org/10.5194/ica-abs-6-11-2023,https://doi.org/10.5194/ica-abs-6-11-2023, 2023

Integrating cellular automata model into 3D representation for enhancing flood risk communication

Weilian Li, Jan-Henrik Haunert, Yukun Guo, and Youness Dehbi

Abstr. Int. Cartogr. Assoc., 6, 139, https://doi.org/10.5194/ica-abs-6-139-2023,https://doi.org/10.5194/ica-abs-6-139-2023, 2023

LOCAL CLIMATE ZONES: LESSONS FROM SINGAPORE AND POTENTIAL IMPROVEMENT WITH STREET VIEW IMAGERY

M. Ignatius, R. Xu, Y. Hou, X. Liang, T. Zhao, S. Chen, N. H. Wong, and F. Biljecki

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W2-2022, 121–128, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-121-2022,https://doi.org/10.5194/isprs-annals-X-4-W2-2022-121-2022, 2022

DATASET FOR URBAN SCALE BUILDING STOCK MODELLING: IDENTIFICATION AND REVIEW OF POTENTIAL DATA COLLECTION APPROACHES

W. Y. Pei, F. Biljecki, and R. Stouffs

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W2-2022, 225–232, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-225-2022,https://doi.org/10.5194/isprs-annals-X-4-W2-2022-225-2022, 2022

AUTOMATIC BUILDING FOOTPRINT EXTRACTION FROM 3D LASERSCANS

P. Rottmann, J.-H. Haunert, and Y. Dehbi

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W2-2022, 233–240, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-233-2022,https://doi.org/10.5194/isprs-annals-X-4-W2-2022-233-2022, 2022

COMPARING STREET VIEW IMAGERY AND AERIAL PERSPECTIVES IN THE BUILT ENVIRONMENT

L. Y. Gaw, S. Chen, Y. S. Chow, K. Lee, and F. Biljecki

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W3-2022, 49–56, https://doi.org/10.5194/isprs-annals-X-4-W3-2022-49-2022,https://doi.org/10.5194/isprs-annals-X-4-W3-2022-49-2022, 2022

USE CASES FOR DISTRICT-SCALE URBAN DIGITAL TWINS

P. Alva, F. Biljecki, and R. Stouffs

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W4-2022, 5–12, https://doi.org/10.5194/isprs-archives-XLVIII-4-W4-2022-5-2022,https://doi.org/10.5194/isprs-archives-XLVIII-4-W4-2022-5-2022, 2022

Visualizing the Modal Split in Public Transportation Networks

Victor Korir, Axel Forsch, Youness Dehbi, and Jan-Henrik Haunert

Abstr. Int. Cartogr. Assoc., 5, 89, https://doi.org/10.5194/ica-abs-5-89-2022,https://doi.org/10.5194/ica-abs-5-89-2022, 2022

IFC2INDOORGML: AN OPEN-SOURCE TOOL FOR GENERATING INDOORGML FROM IFC

A. A. Diakite, L. Díaz-Vilariño, F. Biljecki, Ü. Isikdag, S. Simmons, K. Li, and S. Zlatanova

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 295–301, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-295-2022,https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-295-2022, 2022

OPTIMAL POSITION AND PATH PLANNING FOR STOP-AND-GO LASERSCANNING FOR THE ACQUISITION OF 3D BUILDING MODELS

J. Knechtel, L. Klingbeil, J.-H. Haunert, and Y. Dehbi

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2022, 129–136, https://doi.org/10.5194/isprs-annals-V-4-2022-129-2022,https://doi.org/10.5194/isprs-annals-V-4-2022-129-2022, 2022

EXPLORATION OF OPEN DATA IN SOUTHEAST ASIA TO GENERATE 3D BUILDING MODELS

F. Biljecki

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., VI-4-W1-2020, 37–44, https://doi.org/10.5194/isprs-annals-VI-4-W1-2020-37-2020,https://doi.org/10.5194/isprs-annals-VI-4-W1-2020-37-2020, 2020

VISUALISING DETAILED CITYGML AND ADE AT THE BUILDING SCALE

J. Lim, P. Janssen, and F. Biljecki

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIV-4-W1-2020, 83–90, https://doi.org/10.5194/isprs-archives-XLIV-4-W1-2020-83-2020,https://doi.org/10.5194/isprs-archives-XLIV-4-W1-2020-83-2020, 2020

THE ISPRS-EUROSDR GEOBIM BENCHMARK 2019

F. Noardo, K. Arroyo Ohori, F. Biljecki, C. Ellul, L. Harrie, T. Krijnen, M. Kokla, and J. Stoter

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B5-2020, 227–233, https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-227-2020,https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-227-2020, 2020

UAV MISSION PLANNING FOR AUTOMATIC EXPLORATION AND SEMANTIC MAPPING

Y. Dehbi, L. Klingbeil, and L. Plümer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2020, 521–526, https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-521-2020,https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-521-2020, 2020

PROBABILITY DENSITY BASED CLASSIFICATION AND RECONSTRUCTION OF ROOF STRUCTURES FROM 3D POINT CLOUDS

Y. Dehbi, S. Koppers, and L. Plümer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W16, 177–184, https://doi.org/10.5194/isprs-archives-XLII-4-W16-177-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W16-177-2019, 2019

IMPROVING GPS TRAJECTORIES USING 3D CITY MODELS AND KINEMATIC POINT CLOUDS

Y. Dehbi, L. Lucks, J. Behmann, L. Klingbeil, and L. Plümer

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4-W9, 35–42, https://doi.org/10.5194/isprs-annals-IV-4-W9-35-2019,https://doi.org/10.5194/isprs-annals-IV-4-W9-35-2019, 2019

THE IMPLEMENTATION OF BIG DATA ANALYSIS IN REGULATING ONLINE SHORT-TERM RENTAL BUSINESS: A CASE OF AIRBNB IN BEIJING

J. Li and F. Biljecki

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4-W9, 79–86, https://doi.org/10.5194/isprs-annals-IV-4-W9-79-2019,https://doi.org/10.5194/isprs-annals-IV-4-W9-79-2019, 2019

PREFACE

R. Stouffs, F. Biljecki, K. H. Soon, and V. Khoo

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4-W8, 1–1, https://doi.org/10.5194/isprs-annals-IV-4-W8-1-2019,https://doi.org/10.5194/isprs-annals-IV-4-W8-1-2019, 2019

QUALITY OF BIM–GIS CONVERSION

F. Biljecki and H. Tauscher

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4-W8, 35–42, https://doi.org/10.5194/isprs-annals-IV-4-W8-35-2019,https://doi.org/10.5194/isprs-annals-IV-4-W8-35-2019, 2019

ACTIVE SAMPLING AND MODEL BASED PREDICTION FOR FAST AND ROBUST DETECTION AND RECONSTRUCTION OF COMPLEX ROOFS IN 3D POINT CLOUDS

Y. Dehbi, A. Henn, G. Gröger, V. Stroh, and L. Plümer

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4-W8, 43–50, https://doi.org/10.5194/isprs-annals-IV-4-W8-43-2019,https://doi.org/10.5194/isprs-annals-IV-4-W8-43-2019, 2019

GRAPH TRANSFORMATION RULES FOR IFC-TO-CITYGML ATTRIBUTE CONVERSION

J. Lim, H. Tauscher, and F. Biljecki

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4-W8, 83–90, https://doi.org/10.5194/isprs-annals-IV-4-W8-83-2019,https://doi.org/10.5194/isprs-annals-IV-4-W8-83-2019, 2019

PREFACE

R. Stouffs, F. Biljecki, K. H. Soon, and V. Khoo

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W15, 1–1, https://doi.org/10.5194/isprs-archives-XLII-4-W15-1-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W15-1-2019, 2019

GEOBIM BENCHMARK 2019: INTERMEDIATE RESULTS

F. Noardo, F. Biljecki, G. Agugiaro, K. Arroyo Ohori, C. Ellul, L. Harrie, and J. Stoter

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W15, 47–52, https://doi.org/10.5194/isprs-archives-XLII-4-W15-47-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W15-47-2019, 2019

CONSIDERATIONS FOR A CONTEMPORARY 3D CADASTRE FOR OUR TIMES

J. Stoter, S. Ho, and F. Biljecki

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W15, 81–88, https://doi.org/10.5194/isprs-archives-XLII-4-W15-81-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W15-81-2019, 2019

PREFACE – ISPRS WORKSHOP ON ADVANCED GEOSPATIAL APPLICATIONS FOR SMART CITIES AND REGIONS (SMARTGEOAPPS 2019)

G. Agugiaro, M. Koeva, T. Wei, and F. Biljecki

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1287–1287, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1287-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-1287-2019, 2019

GEOBIM BENCHMARK 2019: DESIGN AND INITIAL RESULTS

F. Noardo, K. Arroyo Ohori, F. Biljecki, T. Krijnen, C. Ellul, L. Harrie, and J. Stoter

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1339–1346, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1339-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-1339-2019, 2019

PREFACE – ISPRS WORKSHOP ON ADVANCED GEOSPATIAL APPLICATIONS FOR SMART CITIES AND REGIONS (SMARTGEOAPPS 2019)

G. Agugiaro, M. Koeva, T. Wei, and F. Biljecki

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 501–501, https://doi.org/10.5194/isprs-annals-IV-2-W5-501-2019,https://doi.org/10.5194/isprs-annals-IV-2-W5-501-2019, 2019

INFERRING ROUTING PREFERENCES OF BICYCLISTS FROM SPARSE SETS OF TRAJECTORIES

J. Oehrlein, A. Förster, D. Schunck, Y. Dehbi, R. Roscher, and J.-H. Haunert

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4-W7, 107–114, https://doi.org/10.5194/isprs-annals-IV-4-W7-107-2018,https://doi.org/10.5194/isprs-annals-IV-4-W7-107-2018, 2018

ROOM SHAPES AND FUNCTIONAL USES PREDICTED FROM SPARSE DATA

Y. Dehbi, N. Gojayeva, A. Pickert, J.-H. Haunert, and L. Plümer

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4, 33–40, https://doi.org/10.5194/isprs-annals-IV-4-33-2018,https://doi.org/10.5194/isprs-annals-IV-4-33-2018, 2018

FLOOR PLANS IN CITYGML

A. Konde, H. Tauscher, F. Biljecki, and J. Crawford

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4-W6, 25–32, https://doi.org/10.5194/isprs-annals-IV-4-W6-25-2018,https://doi.org/10.5194/isprs-annals-IV-4-W6-25-2018, 2018

A SLIDING WINDOW METHOD FOR DETECTING CORNERS OF OPENINGS FROM TERRESTRIAL LIDAR DATA

J. Li, B. Xiong, F. Biljecki, and G. Schrotter

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W10, 97–103, https://doi.org/10.5194/isprs-archives-XLII-4-W10-97-2018,https://doi.org/10.5194/isprs-archives-XLII-4-W10-97-2018, 2018

TOWARDS AN INTEGRATION OF GIS AND BIM DATA: WHAT ARE THE GEOMETRIC AND TOPOLOGICAL ISSUES?

K. Arroyo Ohori, F. Biljecki, A. Diakité, T. Krijnen, H. Ledoux, and J. Stoter

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4-W5, 1–8, https://doi.org/10.5194/isprs-annals-IV-4-W5-1-2017,https://doi.org/10.5194/isprs-annals-IV-4-W5-1-2017, 2017

ESTIMATING BUILDING AGE WITH 3D GIS

F. Biljecki and M. Sindram

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4-W5, 17–24, https://doi.org/10.5194/isprs-annals-IV-4-W5-17-2017,https://doi.org/10.5194/isprs-annals-IV-4-W5-17-2017, 2017

STOCHASTIC AND GEOMETRIC REASONING FOR INDOOR BUILDING MODELS WITH ELECTRIC INSTALLATIONS – BRIDGING THE GAP BETWEEN GIS AND BIM

Y. Dehbi, J.-H. Haunert, and L. Plümer

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4-W5, 33–39, https://doi.org/10.5194/isprs-annals-IV-4-W5-33-2017,https://doi.org/10.5194/isprs-annals-IV-4-W5-33-2017, 2017

PARAMETER ESTIMATION AND MODEL SELECTION FOR INDOOR ENVIRONMENTS BASED ON SPARSE OBSERVATIONS

Y. Dehbi, S. Loch-Dehbi, and L. Plümer

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W4, 303–310, https://doi.org/10.5194/isprs-annals-IV-2-W4-303-2017,https://doi.org/10.5194/isprs-annals-IV-2-W4-303-2017, 2017

THE MOST COMMON GEOMETRIC AND SEMANTIC ERRORS IN CITYGML DATASETS

F. Biljecki, H. Ledoux, X. Du, J. Stoter, K. H. Soon, and V. H. S. Khoo

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W1, 13–22, https://doi.org/10.5194/isprs-annals-IV-2-W1-13-2016,https://doi.org/10.5194/isprs-annals-IV-2-W1-13-2016, 2016

INCREMENTAL REFINEMENT OF FAÇADE MODELS WITH ATTRIBUTE GRAMMAR FROM 3D POINT CLOUDS

Y. Dehbi, C. Staat, L. Mandtler, and L. Pl¨umer

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., III-3, 311–316, https://doi.org/10.5194/isprs-annals-III-3-311-2016,https://doi.org/10.5194/isprs-annals-III-3-311-2016, 2016

RAISE THE ROOF: TOWARDS GENERATING LOD2 MODELS WITHOUT AERIAL SURVEYS USING MACHINE LEARNING

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