ACQUISITION AND PROCESSING PROTOCOLS FOR UAV IMAGES:
3D MODELING OF HISTORICAL BUILDINGS USING PHOTOGRAMMETRY

Murtiyoso, A.; Koehl, M.; Grussenmeyer, P.; Freville, T.

doi:https://doi.org/10.5194/isprs-annals-IV-2-W2-163-2017

AUTOMATIC TRAINING DATA GENERATION IN DEEP LEARNING-AIDED SEMANTIC SEGMENTATION OF HERITAGE BUILDINGS

A. Murtiyoso, F. Matrone, M. Martini, A. Lingua, P. Grussenmeyer, and R. Pierdicca

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 317–324, https://doi.org/10.5194/isprs-annals-V-2-2022-317-2022,https://doi.org/10.5194/isprs-annals-V-2-2022-317-2022, 2022

STUDY OF DIFFERENT APPROACHES TO PHOTOREALISTIC MODELLING AND RENDERING OF COMPLEX SURFACES

T. Dellarovere, M. Koehl, and J. Rodrigues

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 183–190, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-183-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-183-2022, 2022

AUTOMATIC POINT CLOUD NOISE MASKING IN CLOSE RANGE PHOTOGRAMMETRY FOR BUILDINGS USING AI-BASED SEMANTIC LABELLING

A. Murtiyoso and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 389–393, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-389-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-389-2022, 2022

AN IMAGE-BASED DEEP LEARNING WORKFLOW FOR 3D HERITAGE POINT CLOUD SEMANTIC SEGMENTATION

E. Pellis, A. Murtiyoso, A. Masiero, G. Tucci, M. Betti, and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 429–434, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-429-2022,https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-429-2022, 2022

EXPERIMENTS USING SMARTPHONE-BASED VIDEOGRAMMETRY FOR LOW-COST CULTURAL HERITAGE DOCUMENTATION

A. Murtiyoso and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 487–491, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-487-2021,https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-487-2021, 2021

HERITAGE DOCUMENTATION AND KNOWLEDGE TRANSFER: A REPORT ON THE CIPA TROPICAL SCHOOL IN CANDI SEWU (INDONESIA)

A. Murtiyoso, D. Suwardhi, P. Grussenmeyer, W. A. Fadilah, K. N. Fauzan, S. W. Trisyanti, Brahmantara, and H. Macher

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 493–497, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-493-2021,https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-493-2021, 2021

SEMANTIC SEGMENTATION FOR BUILDING FAÇADE 3D POINT CLOUD FROM 2D ORTHOPHOTO IMAGES USING TRANSFER LEARNING

A. Murtiyoso, C. Lhenry, T. Landes, P. Grussenmeyer, and E. Alby

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 201–206, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-201-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-201-2021, 2021

CLOSE-RANGE PHOTOGRAMMETRY METHOD FOR SF6 GAS INSULATED LINE (GIL) DEFORMATION MONITORING

K. N. Fauzan, D. Suwardhi, A. Murtiyoso, I. Gumilar, and T. P. Sidiq

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 503–510, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-503-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-503-2021, 2021

FIRST ASSESSMENTS INTO THE USE OF COMMERCIAL-GRADE SOLID STATE LIDAR FOR LOW COST HERITAGE DOCUMENTATION

A. Murtiyoso, P. Grussenmeyer, T. Landes, and H. Macher

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 599–604, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-599-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-599-2021, 2021

THE MEMORY OF A 2ND WW CAMP: 3D MODELING USING THE COMBINATION OF HYBRID TECHNOLOGIES

M. Koehl, Y. Seddik, A. Calay, J. Brangé, M. Landolt, F. Basoge, S. Guillemin, and L. Lutz

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 875–882, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-875-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-875-2021, 2021

4D GIS FOR MONITORING RIVER BANK EROSION AT MEANDER BEND SCALE: CASE OF MOSELLE RIVER

M. Koehl, G. Piasny, V. Thomine, P.-A. Garambois, P. Finaud-Guyot, S. Guillemin, and L. Schmitt

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIV-4-W1-2020, 63–70, https://doi.org/10.5194/isprs-archives-XLIV-4-W1-2020-63-2020,https://doi.org/10.5194/isprs-archives-XLIV-4-W1-2020-63-2020, 2020

WHEN ROMAN ANTIQUITY AND RENAISSANCE CAME TOGETHER IN VIRTUAL 3D ENVIRONMENT: 3D MODELLING CONSIDERATIONS

M. Koehl, M. Fuchs, T. Nivola, J. Koch, L. Cartier, and S. Soussoko

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2020, 607–614, https://doi.org/10.5194/isprs-archives-XLIII-B4-2020-607-2020,https://doi.org/10.5194/isprs-archives-XLIII-B4-2020-607-2020, 2020

IDENTIFICATION OF TEMPORARY SURFACE WATER USING SENTINEL-1 SAR DATA, CASE STUDY: SENTANI FLASH FLOODING, INDONESIA

T. A. Gasica, F. Bioresita, and A. Murtiyoso

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 55–59, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-55-2020,https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-55-2020, 2020

A BENCHMARK FOR LARGE-SCALE HERITAGE POINT CLOUD SEMANTIC SEGMENTATION

F. Matrone, A. Lingua, R. Pierdicca, E. S. Malinverni, M. Paolanti, E. Grilli, F. Remondino, A. Murtiyoso, and T. Landes

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 1419–1426, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-1419-2020,https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-1419-2020, 2020

EFFICIENT COMPUTATION OF POSTERIOR COVARIANCE IN BUNDLE ADJUSTMENT IN DBAT FOR PROJECTS WITH LARGE NUMBER OF OBJECT POINTS

N. Börlin, A. Murtiyoso, and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 737–744, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-737-2020,https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-737-2020, 2020

BUNDLE ADJUSTMENT ACCURACY ASSESSMENT OF UNORDERED AERIAL DATASET COLLECTED THROUGH KITE PLATFORM

D. Abate and A. Murtiyoso

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 1–8, https://doi.org/10.5194/isprs-archives-XLII-2-W17-1-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W17-1-2019, 2019

IMPLEMENTING FUNCTIONAL MODULARITY FOR PROCESSING OF GENERAL PHOTOGRAMMETRIC DATA WITH THE DAMPED BUNDLE ADJUSTMENT TOOLBOX (DBAT)

N. Börlin, A. Murtiyoso, and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 69–75, https://doi.org/10.5194/isprs-archives-XLII-2-W17-69-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W17-69-2019, 2019

TECHNICAL CONSIDERATIONS IN LOW-COST HERITAGE DOCUMENTATION

A. Murtiyoso, P. Grussenmeyer, and D. Suwardhi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 225–232, https://doi.org/10.5194/isprs-archives-XLII-2-W17-225-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W17-225-2019, 2019

POLYFIT ASSISTED MONOSCOPIC MULTI-IMAGE MEASUREMENT SYSTEMS

D. Suwardhi, S. W. Trisyanti, L. Kamal, H. A. Permana, A. Murtiyoso, and K. N. Fauzan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 347–354, https://doi.org/10.5194/isprs-archives-XLII-2-W17-347-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W17-347-2019, 2019

LOW COST WEB-APPLICATION FOR MANAGEMENT OF 3D DIGITAL BUILDING AND COMPLEX BASED ON BIM AND GIS

S. W. Trisyanti, D. Suwardhi, A. Murtiyoso, and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 371–375, https://doi.org/10.5194/isprs-archives-XLII-2-W17-371-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W17-371-2019, 2019

REGISTRATION OF 2D DRAWINGS ON A 3D POINT CLOUD AS A SUPPORT FOR THE MODELING OF COMPLEX ARCHITECTURES

Q. Semler, D. Suwardhi, E. Alby, A. Murtiyoso, and H. Macher

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 1083–1087, https://doi.org/10.5194/isprs-archives-XLII-2-W15-1083-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W15-1083-2019, 2019

3D MODELLING OF ARCHITECTURAL BLOCKS AND ANTIQUE SCULPTURES FOR THE CONSERVATION AND THE PROMOTION OF ARCHAEOLOGICAL HERITAGE – EXPERIMENTS IN ALSACE

M. Koehl and M. Fuchs

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 625–632, https://doi.org/10.5194/isprs-archives-XLII-2-W15-625-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W15-625-2019, 2019

AUTOMATIC HERITAGE BUILDING POINT CLOUD SEGMENTATION AND CLASSIFICATION USING GEOMETRICAL RULES

A. Murtiyoso and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 821–827, https://doi.org/10.5194/isprs-archives-XLII-2-W15-821-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W15-821-2019, 2019

MULTI-SENSOR 3D RECORDING PIPELINE FOR THE DOCUMENTATION OF JAVANESE TEMPLES

A. Murtiyos, P. Grussenmeyer, D. Suwardhi, W. A. Fadilah, H. A. Permana, and D. Wicaksono

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 829–834, https://doi.org/10.5194/isprs-archives-XLII-2-W15-829-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W15-829-2019, 2019

ASSESSMENT OF A KEYPOINTS DETECTOR FOR THE REGISTRATION OF INDOOR AND OUTDOOR HERITAGE POINT CLOUDS

R. Assi, T. Landes, A. Murtiyoso, and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 133–138, https://doi.org/10.5194/isprs-archives-XLII-2-W15-133-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W15-133-2019, 2019

UNCERTAINTY VISUALIZATION APPROACHES FOR 3D MODELS OF CASTLES RESTITUTED FROM ARCHEOLOGICAL KNOWLEDGE

T. Landes, M. Heissler, M. Koehl, T. Benazzi, and T. Nivola

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W9, 409–416, https://doi.org/10.5194/isprs-archives-XLII-2-W9-409-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W9-409-2019, 2019

POINT CLOUD SEGMENTATION AND SEMANTIC ANNOTATION AIDED BY GIS DATA FOR HERITAGE COMPLEXES

A. Murtiyoso and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W9, 523–528, https://doi.org/10.5194/isprs-archives-XLII-2-W9-523-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W9-523-2019, 2019

MODULAR BUNDLE ADJUSTMENT FOR PHOTOGRAMMETRIC COMPUTATIONS

N. Börlin, A. Murtiyoso, P. Grussenmeyer, F. Menna, and E. Nocerino

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 133–140, https://doi.org/10.5194/isprs-archives-XLII-2-133-2018,https://doi.org/10.5194/isprs-archives-XLII-2-133-2018, 2018

INVESTIGATIONS ON THE BUNDLE ADJUSTMENT RESULTS FROM SFM-BASED SOFTWARE FOR MAPPING PURPOSES

Y. A. Lumban-Gaol, A. Murtiyoso, and B. H. Nugroho

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 623–628, https://doi.org/10.5194/isprs-archives-XLII-2-623-2018,https://doi.org/10.5194/isprs-archives-XLII-2-623-2018, 2018

IMPROVING UNDERWATER ACCURACY BY EMPIRICAL WEIGHTING OF IMAGE OBSERVATIONS

F. Menna, E. Nocerino, P. Drap, F. Remondino, A. Murtiyoso, P. Grussenmeyer, and N. Börlin

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 699–705, https://doi.org/10.5194/isprs-archives-XLII-2-699-2018,https://doi.org/10.5194/isprs-archives-XLII-2-699-2018, 2018

COMPARISON AND ASSESSMENT OF 3D REGISTRATION AND GEOREFERENCING APPROACHES OF POINT CLOUDS IN THE CASE OF EXTERIOR AND INTERIOR HERITAGE BUILDING RECORDING

A. Murtiyoso and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 745–751, https://doi.org/10.5194/isprs-archives-XLII-2-745-2018,https://doi.org/10.5194/isprs-archives-XLII-2-745-2018, 2018

MESH-TO-BIM: FROM SEGMENTED MESH ELEMENTS TO BIM MODEL WITH LIMITED PARAMETERS

X. Yang, M. Koehl, and P. Grussenmeyer

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 1213–1218, https://doi.org/10.5194/isprs-archives-XLII-2-1213-2018,https://doi.org/10.5194/isprs-archives-XLII-2-1213-2018, 2018

REPROCESSING CLOSE RANGE TERRESTRIAL AND UAV PHOTOGRAMMETRIC PROJECTS WITH THE DBAT TOOLBOX FOR INDEPENDENT VERIFICATION AND QUALITY CONTROL

A. Murtiyoso, P. Grussenmeyer, and N. Börlin

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W8, 171–177, https://doi.org/10.5194/isprs-archives-XLII-2-W8-171-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W8-171-2017, 2017

3D RECORDING AND MODELLING OF MIDDLE-AGE FORTRESS IN DENSE VEGETATION ENVIRONMENT

M. Koehl, Y. Courtois, and S. Guillemin

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W5, 415–420, https://doi.org/10.5194/isprs-archives-XLII-2-W5-415-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W5-415-2017, 2017

CENTENARY OF THE BATTLE OF VIMY (FRANCE, 1917): PRESERVING THE MEMORY OF THE GREAT WAR THROUGH 3D RECORDING OF THE MAISON BLANCHE SOUTERRAINE

A. Murtiyoso, P. Grussenmeyer, S. Guillemin, and G. Prilaux

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W2, 171–177, https://doi.org/10.5194/isprs-annals-IV-2-W2-171-2017,https://doi.org/10.5194/isprs-annals-IV-2-W2-171-2017, 2017

CLOSE RANGE UAV ACCURATE RECORDING AND MODELING OF ST-PIERRE-LE-JEUNE NEO-ROMANESQUE CHURCH IN STRASBOURG (FRANCE)

A. Murtiyoso, P. Grussenmeyer, and T. Freville

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W3, 519–526, https://doi.org/10.5194/isprs-archives-XLII-2-W3-519-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W3-519-2017, 2017

IMAGE CAPTURE WITH SYNCHRONIZED MULTIPLE-CAMERAS FOR EXTRACTION OF ACCURATE GEOMETRIES

M. Koehl, T. Delacourt, and C. Boutry

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B1, 653–660, https://doi.org/10.5194/isprs-archives-XLI-B1-653-2016,https://doi.org/10.5194/isprs-archives-XLI-B1-653-2016, 2016

ACQUISITION AND PROCESSING PROTOCOLS FOR UAV IMAGES: 3D MODELING OF HISTORICAL BUILDINGS USING PHOTOGRAMMETRY

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