ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Publications Copernicus
Search conference papers

Volume V-2-2021, 2021 | XXIV ISPRS Congress Imaging today, foreseeing tomorrow, Commission II

2021 edition, 5–9 July 2021
Editor(s): N. Paparoditis, C. Mallet, F. Lafarge, M. Y. Yang, A. Yilmaz, J. D. Wegner, F. Remondino, T. Fuse, and I. Toschi
Volumes
Volumes

Volume V-2-2021, 2021 | XXIV ISPRS Congress Imaging today, foreseeing tomorrow, Commission II

2021 edition, 5–9 July 2021
Editor(s): N. Paparoditis, C. Mallet, F. Lafarge, M. Y. Yang, A. Yilmaz, J. D. Wegner, F. Remondino, T. Fuse, and I. Toschi
Author index | Keyword index
17 Jun 2021
PREFACE: THE 2021 EDITION OF THE XXIVTH ISPRS CONGRESS
C. Mallet, F. Lafarge, M. Poreba, T. Wu, G. Bahl, M. Yu, A. Garioud, Y. Chen, S. Jiang, M. Y. Yang, and N. Paparoditis
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 1–5, https://doi.org/10.5194/isprs-annals-V-2-2021-1-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-1-2021, 2021
17 Jun 2021
PREFACE: TECHNICAL COMMISSION II
A. Yilmaz, J. D. Wegner, F. Remondino, T. Fuse, and I. Toschi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 7–7, https://doi.org/10.5194/isprs-annals-V-2-2021-7-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-7-2021, 2021
WG II/1 – Image Orientation
17 Jun 2021
MAXIMUM CONSENSUS LOCALIZATION USING LIDAR SENSORS
J. Axmann and C. Brenner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 9–16, https://doi.org/10.5194/isprs-annals-V-2-2021-9-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-9-2021, 2021
WG II/2 – Point Cloud Generation
17 Jun 2021
MIXED PROBABILITY MODELS FOR ALEATORIC UNCERTAINTY ESTIMATION IN THE CONTEXT OF DENSE STEREO MATCHING
Z. Zhong and M. Mehltretter
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 17–26, https://doi.org/10.5194/isprs-annals-V-2-2021-17-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-17-2021, 2021
WG II/3 – Point Cloud Processing
17 Jun 2021
FAST WEAKLY SUPERVISED DETECTION OF RAILWAY-RELATED INFRASTRUCTURES IN LIDAR ACQUISITIONS
S. A. Guinard, J.-P. Riant, J.-C. Michelin, and S. Costa D’Aguiar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 27–34, https://doi.org/10.5194/isprs-annals-V-2-2021-27-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-27-2021, 2021
17 Jun 2021
A FRAMEWORK FOR GENERIC SPATIAL SEARCH IN 3D POINT CLOUDS
J. Otepka, G. Mandlburger, W. Karel, B. Wöhrer, C. Ressl, and N. Pfeifer
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 35–42, https://doi.org/10.5194/isprs-annals-V-2-2021-35-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-35-2021, 2021
17 Jun 2021
WEAKLY SUPERVISED PSEUDO-LABEL ASSISTED LEARNING FOR ALS POINT CLOUD SEMANTIC SEGMENTATION
P. Wang and W. Yao
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 43–50, https://doi.org/10.5194/isprs-annals-V-2-2021-43-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-43-2021, 2021
WG II/4 – 3D Scene Reconstruction and Analysis
17 Jun 2021
TOWARDS EFFICIENT INDOOR/OUTDOOR REGISTRATION USING PLANAR POLYGONS
R. Djahel, B. Vallet, and P. Monasse
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 51–58, https://doi.org/10.5194/isprs-annals-V-2-2021-51-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-51-2021, 2021
17 Jun 2021
TOWARDS MESH-BASED DEEP LEARNING FOR SEMANTIC SEGMENTATION IN PHOTOGRAMMETRY
M. Knott and R. Groenendijk
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 59–66, https://doi.org/10.5194/isprs-annals-V-2-2021-59-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-59-2021, 2021
17 Jun 2021
ROADSIDE TREE EXTRACTION AND DIAMETER ESTIMATION WITH MMS LIDAR BY USING POINT-CLOUD IMAGE
G. Takahashi and H. Masuda
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 67–74, https://doi.org/10.5194/isprs-annals-V-2-2021-67-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-67-2021, 2021
WG II/5 – Dynamic Scene Analysis
17 Jun 2021
BIDIRECTIONAL MULTI-SCALE ATTENTION NETWORKS FOR SEMANTIC SEGMENTATION OF OBLIQUE UAV IMAGERY
Y. Lyu, G. Vosselman, G.-S. Xia, and M. Y. Yang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 75–82, https://doi.org/10.5194/isprs-annals-V-2-2021-75-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-75-2021, 2021
WG II/6 – Large-scale Machine Learning for Geospatial Data Analysis
17 Jun 2021
SEMI-SUPERVISED SEGMENTATION OF CONCRETE AGGREGATE USING CONSENSUS REGULARISATION AND PRIOR GUIDANCE
M. Coenen, T. Schack, D. Beyer, C. Heipke, and M. Haist
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 83–91, https://doi.org/10.5194/isprs-annals-V-2-2021-83-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-83-2021, 2021
17 Jun 2021
WHICH 3D DATA REPRESENTATION DOES THE CROWD LIKE BEST? CROWD-BASED ACTIVE LEARNING FOR COUPLED SEMANTIC SEGMENTATION OF POINT CLOUDS AND TEXTURED MESHES
M. Kölle, D. Laupheimer, V. Walter, N. Haala, and U. Soergel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 93–100, https://doi.org/10.5194/isprs-annals-V-2-2021-93-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-93-2021, 2021
17 Jun 2021
REMOTE SENSING IMAGE CLASSIFICATION WITH THE SEN12MS DATASET
M. Schmitt and Y.-L. Wu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 101–106, https://doi.org/10.5194/isprs-annals-V-2-2021-101-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-101-2021, 2021
WG II/7 – Vision Metrology
17 Jun 2021
REAL-TIME DEPTH MAP ESTIMATION FROM INFRARED STEREO IMAGES OF RGB-D CAMERAS
J. Zhong, M. Li, X. Liao, J. Qin, H. Zhang, and Q. Guo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 107–112, https://doi.org/10.5194/isprs-annals-V-2-2021-107-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-107-2021, 2021
WG II/8 – Data Acquisition and Processing in Cultural Heritage
17 Jun 2021
A WEB-BASED PLATFORM FOR MANAGEMENT AND VISUALIZATION OF GEOMETRIC DOCUMENTATION PRODUCTS OF CULTURAL HERITAGE SITES
C. Ioannidis, I. Tallis, I. Pastos, A.-M. Boutsi, S. Verykokou, S. Soile, P. Tokmakidis, and K. Tokmakidis
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 113–120, https://doi.org/10.5194/isprs-annals-V-2-2021-113-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-113-2021, 2021
17 Jun 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
17 Jun 2021
AUTOMATIC POINT CLOUD SEGMENTATION FOR THE DETECTION OF ALTERATIONS ON HISTORICAL BUILDINGS THROUGH AN UNSUPERVISED AND CLUSTERING-BASED MACHINE LEARNING APPROACH
A. Musicco, R. A. Galantucci, S. Bruno, C. Verdoscia, and F. Fatiguso
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 129–136, https://doi.org/10.5194/isprs-annals-V-2-2021-129-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-129-2021, 2021
WG II/10 – 3D Mapping for Environmental & Infrastructure Monitoring
17 Jun 2021
INFLUENCE OF SPATIAL AND TEMPORAL RESOLUTION ON TIME SERIES-BASED COASTAL SURFACE CHANGE ANALYSIS USING HOURLY TERRESTRIAL LASER SCANS
K. Anders, L. Winiwarter, H. Mara, R. C. Lindenbergh, S. E. Vos, and B. Höfle
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 137–144, https://doi.org/10.5194/isprs-annals-V-2-2021-137-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-137-2021, 2021
17 Jun 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
17 Jun 2021
AUTOMATED AND PERMANENT LONG-RANGE TERRESTRIAL LASER SCANNING IN A HIGH MOUNTAIN ENVIRONMENT: SETUP AND FIRST RESULTS
A. B. Voordendag, B. Goger, C. Klug, R. Prinz, M. Rutzinger, and G. Kaser
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 153–160, https://doi.org/10.5194/isprs-annals-V-2-2021-153-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-153-2021, 2021
ICWG II/III – Planetary Remote Sensing and Mapping
17 Jun 2021
DETECTING CRACKS AND SPALLING AUTOMATICALLY IN EXTREME EVENTS BY END-TO-END DEEP LEARNING FRAMEWORKS
Y. Bai, H. Sezen, and A. Yilmaz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 161–168, https://doi.org/10.5194/isprs-annals-V-2-2021-161-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-161-2021, 2021
TS – AI for knowledge discovery in geosciences
17 Jun 2021
IMAGE TO POINT CLOUD TRANSLATION USING CONDITIONAL GENERATIVE ADVERSARIAL NETWORK FOR AIRBORNE LIDAR DATA
T. Shinohara, H. Xiu, and M. Matsuoka
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 169–174, https://doi.org/10.5194/isprs-annals-V-2-2021-169-2021,https://doi.org/10.5194/isprs-annals-V-2-2021-169-2021, 2021
CC BY 4.0