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

Volume V-2-2020, 2020 | XXIV ISPRS Congress, Commission II (Volume V-2-2020)

2020 edition
Editor(s): N. Paparoditis, C. Mallet, F. Lafarge, F. Remondino, I. Toschi, and T. Fuse
Volumes
Volumes

Volume V-2-2020, 2020 | XXIV ISPRS Congress, Commission II (Volume V-2-2020)

2020 edition
Editor(s): N. Paparoditis, C. Mallet, F. Lafarge, F. Remondino, I. Toschi, and T. Fuse
Author index | Keyword index
03 Aug 2020
PREFACE: THE 2020 EDITION OF THE XXIVTH ISPRS CONGRESS
C. Mallet, F. Lafarge, M. Poreba, E. Rupnik, G. Bahl, N. Girard, A. Garioud, I. Dowman, and N. Paparoditis
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 1–6, https://doi.org/10.5194/isprs-annals-V-2-2020-1-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-1-2020, 2020
03 Aug 2020
PREFACE: TECHNICAL COMMISSION II
F. Remondino, T. Fuse, and I. Toschi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 7–7, https://doi.org/10.5194/isprs-annals-V-2-2020-7-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-7-2020, 2020
WG II/1 – Image Orientation
03 Aug 2020
AN UNSUPERVISED REGISTRATION OF 3D POINT CLOUDS TO 2D CAD MODEL: A CASE STUDY OF FLOOR PLAN
A. Alizadeh Naeini, A. Ahmad, M. M. Sheikholeslami, P. Claudio, and G. Sohn
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 9–13, https://doi.org/10.5194/isprs-annals-V-2-2020-9-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-9-2020, 2020
03 Aug 2020
A WORLDWIDE 3D GCP DATABASE INHERITED FROM 20 YEARS OF MASSIVE MULTI-SATELLITE OBSERVATIONS
L. Chandelier, L. Coeurdevey, S. Bosch, P. Favé, R. Gachet, A. Orsoni, T. Tilak, and A. Barot
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 15–23, https://doi.org/10.5194/isprs-annals-V-2-2020-15-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-15-2020, 2020
03 Aug 2020
DEEP LEARNING BASED FEATURE MATCHING AND ITS APPLICATION IN IMAGE ORIENTATION
L. Chen, F. Rottensteiner, and C. Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 25–33, https://doi.org/10.5194/isprs-annals-V-2-2020-25-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-25-2020, 2020
03 Aug 2020
A NOVEL RPC BIAS MODEL FOR IMPROVING THE POSITIONING ACCURACY OF SATELLITE IMAGES
Y. Dong, R. Lei, D. Fan, L. Gu, and S. Ji
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 35–41, https://doi.org/10.5194/isprs-annals-V-2-2020-35-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-35-2020, 2020
03 Aug 2020
SINGULARITY-FREE BUNDLE ADJUSTMENT
E. Garcia
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 43–48, https://doi.org/10.5194/isprs-annals-V-2-2020-43-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-43-2020, 2020
03 Aug 2020
BUNDLE BLOCK ADJUSTMENT WITH CONSTRAINED RELATIVE ORIENTATIONS
E. Maset, L. Magri, I. Toschi, and A. Fusiello
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 49–55, https://doi.org/10.5194/isprs-annals-V-2-2020-49-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-49-2020, 2020
03 Aug 2020
LONG-TERM VISUAL LOCALIZATION IN LARGE SCALE URBAN ENVIRONMENTS EXPLOITING STREET LEVEL IMAGERY
J. Meyer, D. Rettenmund, and S. Nebiker
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 57–63, https://doi.org/10.5194/isprs-annals-V-2-2020-57-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-57-2020, 2020
03 Aug 2020
BLOCK ADJUSTMENT OF MULTISPECTRAL IMAGES WITHOUT GCP AIDED BY STEREO TLC IMAGES FOR ZY-3 SATELLITE
Y. Pi and B. Yang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 65–70, https://doi.org/10.5194/isprs-annals-V-2-2020-65-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-65-2020, 2020
03 Aug 2020
TOWARDS STRUCTURELESS BUNDLE ADJUSTMENT WITH TWO- AND THREE-VIEW STRUCTURE APPROXIMATION
E. Rupnik and M. Pierrot Deseilligny
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 71–78, https://doi.org/10.5194/isprs-annals-V-2-2020-71-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-71-2020, 2020
03 Aug 2020
ACCURATE REGISTRATION OF AERIAL IMAGES AND ALS-POINTCLOUD VIA AUTOMATED JUNCTION MATCHING AND PLANAR CONSTRAINTS
Y. Wan, Y. Zhang, G. Wang, and X. Liu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 79–86, https://doi.org/10.5194/isprs-annals-V-2-2020-79-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-79-2020, 2020
03 Aug 2020
STUDY OF LARGE-SCALE BLOCK ADJUSTMENT WITH LASER ALTIMETRY DATA GLAS OF ZY3 IMAGES OVER SHANDONG
T. Wang and X. Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 87–94, https://doi.org/10.5194/isprs-annals-V-2-2020-87-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-87-2020, 2020
03 Aug 2020
A HYBRID GLOBAL IMAGE ORIENTATION METHOD FOR SIMULTANEOUSLY ESTIMATING GLOBAL ROTATIONS AND GLOBAL TRANSLATIONS
X. Wang, T. Xiao, and Y. Kasten
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 95–104, https://doi.org/10.5194/isprs-annals-V-2-2020-95-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-95-2020, 2020
03 Aug 2020
ON-BOARD GCPS MATCHING WITH IMPROVED TRIPLET LOSS FUNCTION
G. Xie, Z. Zhang, Y. Zhu, S. Xiang, and M. Wang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 105–112, https://doi.org/10.5194/isprs-annals-V-2-2020-105-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-105-2020, 2020
03 Aug 2020
POINTING BIAS CALIBRATION OF GAOFEN-7 LASER ALTIMETER BASED ON SINGLE LASER FOOTPRINT IMAGE
J. Xie, R. Liu, F. Mo, H. Tang, H. Jiao, Y. Mei, and C. Yang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 113–119, https://doi.org/10.5194/isprs-annals-V-2-2020-113-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-113-2020, 2020
03 Aug 2020
A LEAST SQUARE ALGORITHM FOR GEOMETRIC MATCHING OF REMOTE SENSED IMAGES
Y. Yang, G. Su, Y. Li, F. Liu, and Z. Lin
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 121–125, https://doi.org/10.5194/isprs-annals-V-2-2020-121-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-121-2020, 2020
03 Aug 2020
GUIDED FEATURE MATCHING FOR MULTI-EPOCH HISTORICAL IMAGE BLOCKS POSE ESTIMATION
L. Zhang, E. Rupnik, and M. Pierrot-Deseilligny
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 127–134, https://doi.org/10.5194/isprs-annals-V-2-2020-127-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-127-2020, 2020
03 Aug 2020
FAST AND ROBUST REGISTRATION OF AERIAL IMAGES AND LIDAR DATA BASED ON STRUCTURAL FEATURES AND 3D PHASE CORRELATION
B. Zhu, Y. Ye, C. Yang, L. Zhou, H. Liu, and Y. Cao
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 135–141, https://doi.org/10.5194/isprs-annals-V-2-2020-135-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-135-2020, 2020
WG II/2 – Point Cloud Generation
03 Aug 2020
LOCK-FREE MULTITHREADED SEMI-GLOBAL MATCHING WITH AN ARBITRARY NUMBER OF PATH DIRECTIONS
D. Frommholz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 143–150, https://doi.org/10.5194/isprs-annals-V-2-2020-143-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-143-2020, 2020
03 Aug 2020
GEOMETRY-BASED REGULARISATION FOR DENSE IMAGE MATCHING VIA UNCERTAINTY-DRIVEN DEPTH PROPAGATION
M. Höllmann, M. Mehltretter, and C. Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 151–159, https://doi.org/10.5194/isprs-annals-V-2-2020-151-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-151-2020, 2020
03 Aug 2020
UNCERTAINTY ESTIMATION FOR END-TO-END LEARNED DENSE STEREO MATCHING VIA PROBABILISTIC DEEP LEARNING
M. Mehltretter
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 161–169, https://doi.org/10.5194/isprs-annals-V-2-2020-161-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-161-2020, 2020
03 Aug 2020
A NEW SATELLITE IMAGERY STEREO PIPELINE DESIGNED FOR SCALABILITY, ROBUSTNESS AND PERFORMANCE
J. Michel, E. Sarrazin, D. Youssefi, M. Cournet, F. Buffe, J. M. Delvit, A. Emilien, J. Bosman, O. Melet, and C. L’Helguen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 171–178, https://doi.org/10.5194/isprs-annals-V-2-2020-171-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-171-2020, 2020
WG II/3 – Point Cloud Processing
03 Aug 2020
SALIENCY OF SUBTLE ENTITIES WITHIN 3-D POINT CLOUDS
R. Arav and S. Filin
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 179–186, https://doi.org/10.5194/isprs-annals-V-2-2020-179-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-179-2020, 2020
03 Aug 2020
PEDESTRIAN DETECTION AND TRACKING IN SPARSE MLS POINT CLOUDS USING A NEURAL NETWORK AND VOTING-BASED APPROACH
B. Borgmann, M. Hebel, M. Arens, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 187–194, https://doi.org/10.5194/isprs-annals-V-2-2020-187-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-187-2020, 2020
03 Aug 2020
PROVABLY CONSISTENT DISTRIBUTED DELAUNAY TRIANGULATION
M. Brédif, L. Caraffa, M. Yirci, and P. Memari
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 195–202, https://doi.org/10.5194/isprs-annals-V-2-2020-195-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-195-2020, 2020
03 Aug 2020
CLASSIFICATION OF TREE SPECIES AND STANDING DEAD TREES BY FUSING UAV-BASED LIDAR DATA AND MULTISPECTRAL IMAGERY IN THE 3D DEEP NEURAL NETWORK POINTNET++
S. Briechle, P. Krzystek, and G. Vosselman
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 203–210, https://doi.org/10.5194/isprs-annals-V-2-2020-203-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-203-2020, 2020
03 Aug 2020
LIVE EXTRACTION OF CURVILINEAR STRUCTURES FROM LIDAR RAW DATA
P. Even and P. Ngo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 211–219, https://doi.org/10.5194/isprs-annals-V-2-2020-211-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-211-2020, 2020
03 Aug 2020
ROBUST AND ACCURATE PLANE SEGMENTATION FROM POINT CLOUDS OF STRUCTURED SCENES
P. Hu, Y. Liu, M. Tian, and M. Hou
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 221–226, https://doi.org/10.5194/isprs-annals-V-2-2020-221-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-221-2020, 2020
03 Aug 2020
EFFICIENT ESTIMATION OF 3D SHIFTS BETWEEN POINT CLOUDS USING LOW-FREQUENCY COMPONENTS OF PHASE CORRELATION
R. Huang, Y. Xu, L. Hoegner, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 227–234, https://doi.org/10.5194/isprs-annals-V-2-2020-227-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-227-2020, 2020
03 Aug 2020
RIDF: A ROBUST ROTATION-INVARIANT DESCRIPTOR FOR 3D POINT CLOUD REGISTRATION IN THE FREQUENCY DOMAIN
R. Huang, W. Yao, Z. Ye, Y. Xu, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 235–242, https://doi.org/10.5194/isprs-annals-V-2-2020-235-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-235-2020, 2020
03 Aug 2020
EFFICIENT TRAINING OF SEMANTIC POINT CLOUD SEGMENTATION VIA ACTIVE LEARNING
Y. Lin, G. Vosselman, Y. Cao, and M. Y. Yang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 243–250, https://doi.org/10.5194/isprs-annals-V-2-2020-243-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-243-2020, 2020
03 Aug 2020
SMART FUSION OF MOBILE LASER SCANNER DATA WITH LARGE SCALE TOPOGRAPHIC MAPS
S. J. Oude Elberink
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 251–258, https://doi.org/10.5194/isprs-annals-V-2-2020-251-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-251-2020, 2020
03 Aug 2020
GEOMETRY-BASED POINT CLOUD CLASSIFICATION USING HEIGHT DISTRIBUTIONS
F. Politz, M. Sester, and C. Brenner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 259–266, https://doi.org/10.5194/isprs-annals-V-2-2020-259-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-259-2020, 2020
03 Aug 2020
SLAM-BASED BACKPACK LASER SCANNING FOR FOREST PLOT MAPPING
J. Shao, W. Zhang, L. Luo, S. Cai, and H. Jiang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 267–271, https://doi.org/10.5194/isprs-annals-V-2-2020-267-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-267-2020, 2020
03 Aug 2020
HIERARCHICAL PROXIMITY-BASED OVER-SEGMENTATION OF 3-D POINT CLOUDS FOR EFFICIENT GRAPH FEATURE DETECTION
Z. Shtain and S. Filin
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 273–280, https://doi.org/10.5194/isprs-annals-V-2-2020-273-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-273-2020, 2020
03 Aug 2020
SEMANTIC SEGMENTATION OF POINT CLOUDS WITH POINTNET AND KPCONV ARCHITECTURES APPLIED TO RAILWAY TUNNELS
M. Soilán, A. Nóvoa, A. Sánchez-Rodríguez, B. Riveiro, and P. Arias
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 281–288, https://doi.org/10.5194/isprs-annals-V-2-2020-281-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-281-2020, 2020
03 Aug 2020
OBJECT DETECTION AND CLASSIFICATION FROM CLUTTERED LARGE-SCALE INDOOR SCENE VIA ANCHOR-BASED GRAPH
F. Su, Y. Liang, Z. Gang, X. Zuo, F. Yang, H. Zhu, and L. Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 289–296, https://doi.org/10.5194/isprs-annals-V-2-2020-289-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-289-2020, 2020
03 Aug 2020
EXTRACTION OF ROAD-CROSSING POWER AND COMMUNICATION LINES FROM MOBILE MAPPING DATA
K. Tajima and H. Masuda
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 297–304, https://doi.org/10.5194/isprs-annals-V-2-2020-297-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-297-2020, 2020
03 Aug 2020
MIN-CUT BASED SEMANTIC BUILDING LABELING FOR AIRBORNE LIDAR DATA
S. Ural and J. Shan
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 305–312, https://doi.org/10.5194/isprs-annals-V-2-2020-305-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-305-2020, 2020
03 Aug 2020
AUTOMATIC EXTRACTION AND RECOGNITION OF ROAD MARKINGS BASED ON VEHICLE LASER POINT CLOUD
L. Yao, C. Qin, Q. Chen, H. Wu, and S. Zhang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 313–319, https://doi.org/10.5194/isprs-annals-V-2-2020-313-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-313-2020, 2020
WG II/4 – 3D Scene Reconstruction and Analysis
03 Aug 2020
Y-SHAPED CONVOLUTIONAL NEURAL NETWORK FOR 3D ROOF ELEMENTS EXTRACTION TO RECONSTRUCT BUILDING MODELS FROM A SINGLE AERIAL IMAGE
F. Alidoost, H. Arefi, and M. Hahn
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 321–328, https://doi.org/10.5194/isprs-annals-V-2-2020-321-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-321-2020, 2020
03 Aug 2020
AUTOMATED VOLUME MEASUREMENT OF A WASTE BIN WITH A SMARTPHONE APP BASED ON PHOTOGRAMMETRIC METHODS
M. Arbeiter and G. J. Grenzdörffer
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 329–334, https://doi.org/10.5194/isprs-annals-V-2-2020-329-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-329-2020, 2020
03 Aug 2020
ROAD SEGMENTATION ON LOW RESOLUTION LIDAR POINT CLOUDS FOR AUTONOMOUS VEHICLES
L. Gigli, B. R. Kiran, T. Paul, A. Serna, N. Vemuri, B. Marcotegui, and S. Velasco-Forero
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 335–342, https://doi.org/10.5194/isprs-annals-V-2-2020-335-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-335-2020, 2020
03 Aug 2020
PLANAR POLYGONS DETECTION IN LIDAR SCANS BASED ON SENSOR TOPOLOGY ENHANCED RANSAC
S. A. Guinard, Z. Mallé, O. Ennafii, P. Monasse, and B. Vallet
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 343–350, https://doi.org/10.5194/isprs-annals-V-2-2020-343-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-343-2020, 2020
03 Aug 2020
STATE OF THE ART IN DIGITAL SURFACE MODELLING FROM MULTI-VIEW HIGH-RESOLUTION SATELLITE IMAGES
Y. Han, S. Wang, D. Gong, Y. Wang, Y. Wang, and X. Ma
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 351–356, https://doi.org/10.5194/isprs-annals-V-2-2020-351-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-351-2020, 2020
03 Aug 2020
SELF-SUPERVISED LEARNING FOR MONOCULAR DEPTH ESTIMATION FROM AERIAL IMAGERY
M. Hermann, B. Ruf, M. Weinmann, and S. Hinz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 357–364, https://doi.org/10.5194/isprs-annals-V-2-2020-357-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-357-2020, 2020
03 Aug 2020
FAST AND REGULARIZED RECONSTRUCTION OF BUILDING FAÇADES FROM STREET-VIEW IMAGES USING BINARY INTEGER PROGRAMMING
H. Hu, L. Wang, M. Zhang, Y. Ding, and Q. Zhu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 365–371, https://doi.org/10.5194/isprs-annals-V-2-2020-365-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-365-2020, 2020
03 Aug 2020
OPACITY-BASED EDGE HIGHLIGHTING FOR TRANSPARENT VISUALIZATION OF 3D SCANNED POINT CLOUDS
K. Kawakami, K. Hasegawa, L. Li, H. Nagata, M. Adachi, H. Yamaguchi, F. I. Thufail, S. Riyanto, Brahmantara, and S. Tanaka
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 373–380, https://doi.org/10.5194/isprs-annals-V-2-2020-373-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-373-2020, 2020
03 Aug 2020
LR-CNN: LOCAL-AWARE REGION CNN FOR VEHICLE DETECTION IN AERIAL IMAGERY
W. Liao, X. Chen, J. Yang, S. Roth, M. Goesele, M. Y. Yang, and B. Rosenhahn
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 381–388, https://doi.org/10.5194/isprs-annals-V-2-2020-381-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-381-2020, 2020
03 Aug 2020
ON SELECTING IMAGES FROM AN UNAIMED VIDEO STREAM FOR PHOTOGRAMMETRIC MODELLING
P. Rönnholm, M. T. Vaaja, H. Kauhanen, and T. Klockars
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 389–394, https://doi.org/10.5194/isprs-annals-V-2-2020-389-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-389-2020, 2020
03 Aug 2020
DATA-DRIVEN MODELING OF BUILDING INTERIORS FROM LIDAR POINT CLOUDS
J. Sanchez, F. Denis, F. Dupont, L. Trassoudaine, and P. Checchin
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 395–402, https://doi.org/10.5194/isprs-annals-V-2-2020-395-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-395-2020, 2020
03 Aug 2020
OPTIMIZING MESH RECONSTRUCTION AND TEXTURE MAPPING GENERATED FROM A COMBINED SIDE-VIEW AND OVER-VIEW IMAGERY
S. Song and R. Qin
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 403–409, https://doi.org/10.5194/isprs-annals-V-2-2020-403-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-403-2020, 2020
WG II/5 – Dynamic Scene Analysis
03 Aug 2020
DEEP CASCADED NEURAL NETWORKS FOR AUTOMATIC DETECTION OF STRUCTURAL DAMAGE AND CRACKS FROM IMAGES
Y. Bai, B. Zha, H. Sezen, and A. Yilmaz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 411–417, https://doi.org/10.5194/isprs-annals-V-2-2020-411-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-411-2020, 2020
03 Aug 2020
ACCURATE VEHICLE SPEED ESTIMATION FROM MONOCULAR CAMERA FOOTAGE
D. Bell, W. Xiao, and P. James
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 419–426, https://doi.org/10.5194/isprs-annals-V-2-2020-419-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-419-2020, 2020
03 Aug 2020
STOCKPILE MONITORING USING LINEAR SHAPE-FROM-SHADING ON PLANETSCOPE IMAGERY
M. d’Autume, A. Perry, J.-M. Morel, E. Meinhardt-Llopis, and G. Facciolo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 427–434, https://doi.org/10.5194/isprs-annals-V-2-2020-427-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-427-2020, 2020
03 Aug 2020
ROBUST VISUAL-INERTIAL ODOMETRY IN DYNAMIC ENVIRONMENTS USING SEMANTIC SEGMENTATION FOR FEATURE SELECTION
P. Irmisch, D. Baumbach, and I. Ernst
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 435–442, https://doi.org/10.5194/isprs-annals-V-2-2020-435-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-435-2020, 2020
03 Aug 2020
GENERATING SYNTHETIC TRAINING DATA FOR OBJECT DETECTION USING MULTI-TASK GENERATIVE ADVERSARIAL NETWORKS
Y. Lin, K. Suzuki, H. Takeda, and K. Nakamura
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 443–449, https://doi.org/10.5194/isprs-annals-V-2-2020-443-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-443-2020, 2020
03 Aug 2020
DEEP LEARNING FOR MONOCULAR DEPTH ESTIMATION FROM UAV IMAGES
L. Madhuanand, F. Nex, and M. Y. Yang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 451–458, https://doi.org/10.5194/isprs-annals-V-2-2020-451-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-451-2020, 2020
03 Aug 2020
MONITORING MOUNTAIN CRYOSPHERE DYNAMICS BY TIME LAPSE STEREO PHOTOGRAMMETRY
G. Marsy, F. Vernier, X. Bodin, D. Cusicanqui, W. Castaings, and E. Trouvé
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 459–466, https://doi.org/10.5194/isprs-annals-V-2-2020-459-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-459-2020, 2020
03 Aug 2020
ADAPTABLE AUTOREGRESSIVE MOVING AVERAGE FILTER TRIGGERING CONVOLUTIONAL NEURAL NETWORKS FOR CHOREOGRAPHIC MODELING
I. Rallis, N. Bakalos, N. Doulamis, and A. Doulamis
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 467–474, https://doi.org/10.5194/isprs-annals-V-2-2020-467-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-467-2020, 2020
WG II/6 – Large-scale Machine Learning for Geospatial Data Analysis
03 Aug 2020
NPALOSS: NEIGHBORING PIXEL AFFINITY LOSS FOR SEMANTIC SEGMENTATION IN HIGH-RESOLUTION AERIAL IMAGERY
Y. Feng, W. Diao, X. Sun, J. Li, K. Chen, K. Fu, and X. Gao
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 475–482, https://doi.org/10.5194/isprs-annals-V-2-2020-475-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-475-2020, 2020
03 Aug 2020
USING SEMANTICALLY PAIRED IMAGES TO IMPROVE DOMAIN ADAPTATION FOR THE SEMANTIC SEGMENTATION OF AERIAL IMAGES
D. Gritzner and J. Ostermann
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 483–492, https://doi.org/10.5194/isprs-annals-V-2-2020-483-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-483-2020, 2020
03 Aug 2020
DETECTION OF TERRAIN STRUCTURES IN AIRBORNE LASER SCANNING DATA USING DEEP LEARNING
B. Kazimi, F. Thiemann, and M. Sester
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 493–500, https://doi.org/10.5194/isprs-annals-V-2-2020-493-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-493-2020, 2020
03 Aug 2020
HYBRID ACQUISITION OF HIGH QUALITY TRAINING DATA FOR SEMANTIC SEGMENTATION OF 3D POINT CLOUDS USING CROWD-BASED ACTIVE LEARNING
M. Kölle, V. Walter, S. Schmohl, and U. Soergel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 501–508, https://doi.org/10.5194/isprs-annals-V-2-2020-501-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-501-2020, 2020
03 Aug 2020
ON THE ASSOCIATION OF LIDAR POINT CLOUDS AND TEXTURED MESHES FOR MULTI-MODAL SEMANTIC SEGMENTATION
D. Laupheimer, M. H. Shams Eddin, and N. Haala
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 509–516, https://doi.org/10.5194/isprs-annals-V-2-2020-509-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-509-2020, 2020
03 Aug 2020
DETECTION OF UNDOCUMENTED BUILDINGS USING CONVOLUTIONAL NEURAL NETWORK AND OFFICIAL GEODATA
Q. Li, Y. Shi, S. Auer, R. Roschlaub, K. Möst, M. Schmitt, and X. X. Zhu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 517–524, https://doi.org/10.5194/isprs-annals-V-2-2020-517-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-517-2020, 2020
03 Aug 2020
SUPERVISED CLASSIFICATION AND ITS REPEATABILITY FOR POINT CLOUDS FROM DENSE VHR TRI-STEREO SATELLITE IMAGE MATCHING USING MACHINE LEARNING
A-M. Loghin, N. Pfeifer, and J. Otepka-Schremmer
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 525–532, https://doi.org/10.5194/isprs-annals-V-2-2020-525-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-525-2020, 2020
03 Aug 2020
GLOBAL MESSAGE PASSING IN NETWORKS VIA TASK-DRIVEN RANDOM WALKS FOR SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGES
L. Mou, Y. Hua, P. Jin, and X. X. Zhu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 533–540, https://doi.org/10.5194/isprs-annals-V-2-2020-533-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-533-2020, 2020
03 Aug 2020
URBAN CHANGE DETECTION BASED ON SEMANTIC SEGMENTATION AND FULLY CONVOLUTIONAL LSTM NETWORKS
M. Papadomanolaki, M. Vakalopoulou, and K. Karantzalos
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 541–547, https://doi.org/10.5194/isprs-annals-V-2-2020-541-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-541-2020, 2020
03 Aug 2020
LAKE ICE MONITORING WITH WEBCAMS AND CROWD-SOURCED IMAGES
R. Prabha, M. Tom, M. Rothermel, E. Baltsavias, L. Leal-Taixe, and K. Schindler
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 549–556, https://doi.org/10.5194/isprs-annals-V-2-2020-549-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-549-2020, 2020
03 Aug 2020
CAN SPOT-6/7 CNN SEMANTIC SEGMENTATION IMPROVE SENTINEL-2 BASED LAND COVER PRODUCTS? SENSOR ASSESSMENT AND FUSION
O. Stocker and A. Le Bris
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 557–564, https://doi.org/10.5194/isprs-annals-V-2-2020-557-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-557-2020, 2020
03 Aug 2020
BUILDING CHANGE DETECTION FROM BITEMPORAL AERIAL IMAGES USING DEEP LEARNING
S. Su, T. Nawata, and T. Fuse
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 565–571, https://doi.org/10.5194/isprs-annals-V-2-2020-565-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-565-2020, 2020
03 Aug 2020
INFRASTRUCTURE DEGRADATION AND POST-DISASTER DAMAGE DETECTION USING ANOMALY DETECTING GENERATIVE ADVERSARIAL NETWORKS
S. M. Tilon, F. Nex, D. Duarte, N. Kerle, and G. Vosselman
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 573–582, https://doi.org/10.5194/isprs-annals-V-2-2020-573-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-573-2020, 2020
03 Aug 2020
GLOBAL CONTEXT AIDED SEMANTIC SEGMENTATION FOR CLOUD DETECTION OF REMOTE SENSING IMAGES
F. Wen, Y. Zhang, and B. Zhang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 583–589, https://doi.org/10.5194/isprs-annals-V-2-2020-583-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-583-2020, 2020
03 Aug 2020
DEEP DOMAIN ADAPTATION BY WEIGHTED ENTROPY MINIMIZATION FOR THE CLASSIFICATION OF AERIAL IMAGES
D. Wittich
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 591–598, https://doi.org/10.5194/isprs-annals-V-2-2020-591-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-591-2020, 2020
03 Aug 2020
EXPLORING SEMANTIC RELATIONSHIPS FOR HIERARCHICAL LAND USE CLASSIFICATION BASED ON CONVOLUTIONAL NEURAL NETWORKS
C. Yang, F. Rottensteiner, and C. Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 599–607, https://doi.org/10.5194/isprs-annals-V-2-2020-599-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-599-2020, 2020
03 Aug 2020
SEMI-SUPERVISED SEMANTIC SEGMENTATION NETWORK VIA LEARNING CONSISTENCY FOR REMOTE SENSING LAND-COVER CLASSIFICATION
B. Zhang, Y. Zhang, Y. Li, Y. Wan, and F. Wen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 609–615, https://doi.org/10.5194/isprs-annals-V-2-2020-609-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-609-2020, 2020
03 Aug 2020
BOUNDARY REGULARIZED BUILDING FOOTPRINT EXTRACTION FROM SATELLITE IMAGES USING DEEP NEURAL NETWORKS
K. Zhao, M. Kamran, and G. Sohn
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 617–624, https://doi.org/10.5194/isprs-annals-V-2-2020-617-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-617-2020, 2020
03 Aug 2020
DIAMONDNET: SHIP DETECTION IN REMOTE SENSING IMAGES BY EXTRACTING AND CLUSTERING KEYPOINTS IN A DIAMOND
Z. Zhu, W. Diao, K. Chen, L. Zhao, Z. Yan, W. Zhang, G. Xu, and X. Sun
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 625–632, https://doi.org/10.5194/isprs-annals-V-2-2020-625-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-625-2020, 2020
WG II/7 – Vision Metrology
03 Aug 2020
3D MEASUREMENT COMBINING MULTI-VIEW AND MULTI-FOCUS IMAGES USING LIGHT FIELD CAMERA
T. Fuse and Y. Kajihara
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 633–640, https://doi.org/10.5194/isprs-annals-V-2-2020-633-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-633-2020, 2020
WG II/8 – Data Acquisition and Processing in Cultural Heritage
03 Aug 2020
ASSESSING THE SEMANTIC SIMILARITY OF IMAGES OF SILK FABRICS USING CONVOLUTIONAL NEURAL NETWORKS
D. Clermont, M. Dorozynski, D. Wittich, and F. Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 641–648, https://doi.org/10.5194/isprs-annals-V-2-2020-641-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-641-2020, 2020
03 Aug 2020
GEOMETRIC DISTORTION OF HISTORICAL IMAGES FOR 3D VISUALIZATION
E. Paiz-Reyes, M. Brédif, and S. Christophe
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 649–655, https://doi.org/10.5194/isprs-annals-V-2-2020-649-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-649-2020, 2020
WG II/9 – Underwater Data Acquisition and Processing
03 Aug 2020
INVESTIGATING FULLY CONVOLUTIONAL NETWORK TO SEMANTIC LABELLING OF BATHYMETRIC POINT CLOUD
S. Daniel and V. Dupont
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 657–663, https://doi.org/10.5194/isprs-annals-V-2-2020-657-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-657-2020, 2020
03 Aug 2020
DIRECT ESTIMATION OF THE RELATIVE ORIENTATION IN UNDERWATER ENVIRONMENT
B. Elnashef and S. Filin
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 665–670, https://doi.org/10.5194/isprs-annals-V-2-2020-665-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-665-2020, 2020
03 Aug 2020
COMPARISON OF SUBAQUATIC DIGITAL ELEVATION MODELS FROM AIRBORNE LASER SCANNING AND IMAGERY
C. Mulsow, G. Mandlburger, and H.-G. Maas
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 671–677, https://doi.org/10.5194/isprs-annals-V-2-2020-671-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-671-2020, 2020
WG II/10 – 3D Mapping for Environmental & Infrastructure Monitoring
03 Aug 2020
SEMI-AUTOMATIC ROCK MASS GEOMETRY ANALYSIS FROM A DENSE 3D POINT CLOUD WITH DISCONTINUITYLAB
P. Caudal, E. Simonetto, V. Merrien-Soukatchoff, and T. J. B. Dewez
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 679–686, https://doi.org/10.5194/isprs-annals-V-2-2020-679-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-679-2020, 2020
03 Aug 2020
CHANGE DETECTION IN PHOTOGRAMMETRIC POINT CLOUDS FOR MONITORING OF ALPINE, GRAVITATIONAL MASS MOVEMENTS
A. Dinkel, L. Hoegner, A. Emmert, L. Raffl, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 687–693, https://doi.org/10.5194/isprs-annals-V-2-2020-687-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-687-2020, 2020
03 Aug 2020
“WEBSNOW”: ESTIMATION OF SNOW COVER FROM FREELY ACCESSIBLE WEBCAM IMAGES IN THE ALPS
S. Flöry, C. Ressl, M. Hollaus, G. Pürcher, L. Piermattei, and N. Pfeifer
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 695–701, https://doi.org/10.5194/isprs-annals-V-2-2020-695-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-695-2020, 2020
03 Aug 2020
CHANGE DETECTION AND DEFORMATION ANALYSIS BASED ON MOBILE LASER SCANNING DATA OF URBAN AREAS
J. Gehrung, M. Hebel, M. Arens, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 703–710, https://doi.org/10.5194/isprs-annals-V-2-2020-703-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-703-2020, 2020
03 Aug 2020
DEVELOPMENT OF A FAN-SHAPED DISTANCE METER SYSTEM FOR MEASURING MOVING ROTOR BLADES – CONCEPT, PHOTOGRAMMETRIC ORIENTATION AND FIRST RESULTS
M. Goering and T. Luhmann
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 711–718, https://doi.org/10.5194/isprs-annals-V-2-2020-711-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-711-2020, 2020
03 Aug 2020
ANALYSIS OF FILTERING TECHNIQUES FOR INVESTIGATING LANDSLIDE-INDUCED TOPOGRAPHIC CHANGES IN THE OETZ VALLEY (TYROL, AUSTRIA)
I. Gutierrez, E. Før Gjermundsen, W. D. Harcourt, M. Kuschnerus, F. Tonion, and T. Zieher
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 719–726, https://doi.org/10.5194/isprs-annals-V-2-2020-719-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-719-2020, 2020
03 Aug 2020
HYBRID GEOREFERENCING, ENHANCEMENT AND CLASSIFICATION OF ULTRA-HIGH RESOLUTION UAV LIDAR AND IMAGE POINT CLOUDS FOR MONITORING APPLICATIONS
N. Haala, M. Kölle, M. Cramer, D. Laupheimer, G. Mandlburger, and P. Glira
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 727–734, https://doi.org/10.5194/isprs-annals-V-2-2020-727-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-727-2020, 2020
03 Aug 2020
IDENTIFICATION OF PEACH TREE TRUNKS FROM LASER SCANNING DATA OBTAINED WITH SMALL UNMANNED AERIAL SYSTEM
E. Hadas, M. Kölle, M. Karpina, and A. Borkowski
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 735–740, https://doi.org/10.5194/isprs-annals-V-2-2020-735-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-735-2020, 2020
03 Aug 2020
PERFORMANCE EVALUATION OF A MOBILE MAPPING APPLICATION USING SMARTPHONES AND AUGMENTED REALITY FRAMEWORKS
O. Hasler, S. Blaser, and S. Nebiker
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 741–747, https://doi.org/10.5194/isprs-annals-V-2-2020-741-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-741-2020, 2020
03 Aug 2020
MODELLING PERMAFROST TERRAIN USING KINEMATIC, DUAL-WAVELENGTH LASER SCANNING
A. Kukko, H. Kaartinen, G. Osinski, and J. Hyyppä
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 749–756, https://doi.org/10.5194/isprs-annals-V-2-2020-749-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-749-2020, 2020
03 Aug 2020
HIGH-RESOLUTION SURFACE AND BED TOPOGRAPHY MAPPING OF RUSSELL GLACIER (SW GREENLAND) USING UAV AND GPR
K. Lamsters, J. Karušs, M. Krievāns, and J. Ješkins
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 757–763, https://doi.org/10.5194/isprs-annals-V-2-2020-757-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-757-2020, 2020
03 Aug 2020
3D POINT ERRORS AND CHANGE DETECTION ACCURACY OF UNMANNED AERIAL VEHICLE LASER SCANNING DATA
A. Mayr, M. Bremer, and M. Rutzinger
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 765–772, https://doi.org/10.5194/isprs-annals-V-2-2020-765-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-765-2020, 2020
03 Aug 2020
STRUCTURE-FROM-MOTION PROCESSING OF AERIAL ARCHIVE PHOTOGRAPHS: SENSITIVITY ANALYSES PAVE THE WAY FOR QUANTIFYING GEOMORPHOLOGICAL CHANGES SINCE 1978 IN LA RÉUNION ISLAND
C. Rault, T. J. B. Dewez, and B. Aunay
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 773–780, https://doi.org/10.5194/isprs-annals-V-2-2020-773-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-773-2020, 2020
03 Aug 2020
EARLY DETECTION OF FOREST DROUGHT STRESS WITH VERY HIGH RESOLUTION STEREO AND HYPERSPECTRAL IMAGERY
J. Tian, T. Schneider, C. Kempf, Y. Xia, M. Lusseau, J. Hill, E. Jachmann, and P. Reinartz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 781–787, https://doi.org/10.5194/isprs-annals-V-2-2020-781-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-781-2020, 2020
03 Aug 2020
INFLUENCE OF RANGING UNCERTAINTY OF TERRESTRIAL LASER SCANNING ON CHANGE DETECTION IN TOPOGRAPHIC 3D POINT CLOUDS
L. Winiwarter, K. Anders, D. Wujanz, and B. Höfle
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 789–796, https://doi.org/10.5194/isprs-annals-V-2-2020-789-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-789-2020, 2020
ICWG III/II – Planetary Remote Sensing and Mapping
03 Aug 2020
VEHICLE DETECTION IN REMOTE SENSING IMAGES USING DEEP NEURAL NETWORKS AND MULTI-TASK LEARNING
M. Cao, H. Ji, Z. Gao, and T. Mei
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 797–804, https://doi.org/10.5194/isprs-annals-V-2-2020-797-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-797-2020, 2020
03 Aug 2020
DECOMPOSING IMAGES INTO TRIANGLES BY DELAUNAY POINT PROCESSES
D. Chai
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 805–812, https://doi.org/10.5194/isprs-annals-V-2-2020-805-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-805-2020, 2020
03 Aug 2020
MULTI-MODAL DEEP LEARNING WITH SENTINEL-3 OBSERVATIONS FOR THE DETECTION OF OCEANIC INTERNAL WAVES
L. Drees, J. Kusche, and R. Roscher
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 813–820, https://doi.org/10.5194/isprs-annals-V-2-2020-813-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-813-2020, 2020
03 Aug 2020
PARKING OCCUPANCY ESTIMATION ON SENTINEL-1 IMAGES
S. Drouyer and C. de Franchis
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 821–828, https://doi.org/10.5194/isprs-annals-V-2-2020-821-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-821-2020, 2020
03 Aug 2020
TEMPORAL REPETITION DETECTION FOR GROUND VISIBILITY ASSESSMENT
R. Grompone von Gioi, C. Hessel, T. Dagobert, J. M. Morel, and C. de Franchis
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 829–835, https://doi.org/10.5194/isprs-annals-V-2-2020-829-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-829-2020, 2020
03 Aug 2020
OBJECT DETECTION UNDER MOVING CLOUD SHADOWS IN WAMI
P. U. Hatipoğlu, R. T. Albayrak, and A. A. Alatan
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 837–844, https://doi.org/10.5194/isprs-annals-V-2-2020-837-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-837-2020, 2020
03 Aug 2020
RELATIVE RADIOMETRIC NORMALIZATION USING SEVERAL AUTOMATICALLY CHOSEN REFERENCE IMAGES FOR MULTI-SENSOR, MULTI-TEMPORAL SERIES
C. Hessel, R. Grompone von Gioi, J. M. Morel, G. Facciolo, P. Arias, and C. de Franchis
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 845–852, https://doi.org/10.5194/isprs-annals-V-2-2020-845-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-845-2020, 2020
03 Aug 2020
CLOUD DETECTION FOR NIGHT-TIME PANCHROMATIC VISIBLE AND NEAR-INFRARED SATELLITE IMAGERY
L. Joachim and T. Storch
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 853–860, https://doi.org/10.5194/isprs-annals-V-2-2020-853-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-853-2020, 2020
03 Aug 2020
USING REDUNDANT INFORMATION FROM MULTIPLE AERIAL IMAGES FOR THE DETECTION OF BOMB CRATERS BASED ON MARKED POINT PROCESSES
C. Kruse, F. Rottensteiner, and C. Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 861–870, https://doi.org/10.5194/isprs-annals-V-2-2020-861-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-861-2020, 2020
03 Aug 2020
CORRECTION OF SYSTEMATIC RADIOMETRIC INHOMOGENEITY IN SCANNED AERIAL CAMPAIGNS USING PRINCIPAL COMPONENT ANALYSIS
L. Lelégard, A. Le Bris, and S. Giordano
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 871–876, https://doi.org/10.5194/isprs-annals-V-2-2020-871-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-871-2020, 2020
03 Aug 2020
DISIR: DEEP IMAGE SEGMENTATION WITH INTERACTIVE REFINEMENT
G. Lenczner, B. Le Saux, N. Luminari, A. Chan-Hon-Tong, and G. Le Besnerais
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 877–884, https://doi.org/10.5194/isprs-annals-V-2-2020-877-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-877-2020, 2020
03 Aug 2020
AUTOMATIC CLOUD DETECTION METHOD BASED ON GENERATIVE ADVERSARIAL NETWORKS IN REMOTE SENSING IMAGES
J. Li, Z. Wu, Z. Hu, Y. Zhang, and M. Molinier
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 885–892, https://doi.org/10.5194/isprs-annals-V-2-2020-885-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-885-2020, 2020
03 Aug 2020
3D OBJECT DETECTION BY FEATURE AGGREGATION USING POINT CLOUD INFORMATION FOR FACTORY OF THE FUTURE
F. Negin, A. K. Aijazi, L. Trassoudaine, and P. Checchin
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 893–900, https://doi.org/10.5194/isprs-annals-V-2-2020-893-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-893-2020, 2020
03 Aug 2020
CIRCULAR-SHAPED OBJECT DETECTION IN LOW RESOLUTION SATELLITE IMAGES
A. Tadros, S. Drouyer, R. Grompone von Gioi, G. Facciolo, and L. Carvalho
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 901–908, https://doi.org/10.5194/isprs-annals-V-2-2020-901-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-901-2020, 2020
03 Aug 2020
RESOLUTION-AWARE NETWORK WITH ATTENTION MECHANISMS FOR REMOTE SENSING OBJECT DETECTION
Z. Tian, W. Wang, B. Tian, R. Zhan, and J. Zhang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 909–916, https://doi.org/10.5194/isprs-annals-V-2-2020-909-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-909-2020, 2020
03 Aug 2020
LEARNING WITH REAL-WORLD AND ARTIFICIAL DATA FOR IMPROVED VEHICLE DETECTION IN AERIAL IMAGERY
I. Weber, J. Bongartz, and R. Roscher
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 917–924, https://doi.org/10.5194/isprs-annals-V-2-2020-917-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-917-2020, 2020
03 Aug 2020
AUTOMATIC EXTRACTION OF ROAD CENTERLINES AND EDGE LINES FROM AERIAL IMAGES VIA CNN-BASED REGRESSION
Y. Wei, X. Hu, M. Zhang, and Y. Xu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 925–932, https://doi.org/10.5194/isprs-annals-V-2-2020-925-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-925-2020, 2020
03 Aug 2020
COMPLETION OF SPARSE AND PARTIAL POINT CLOUDS OF VEHICLES USING A NOVEL END-TO-END NETWORK
Y. Xia, W. Liu, Z. Luo, Y. Xu, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 933–940, https://doi.org/10.5194/isprs-annals-V-2-2020-933-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-933-2020, 2020
03 Aug 2020
LOW-RANK MATRIX DECOMPOSITION WITH SUPERPIXEL-BASED STRUCTURED SPARSE REGULARIZATION FOR MOVING OBJECT DETECTION IN SATELLITE VIDEOS
J. Zhang, X. Jia, and J. Hu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 941–948, https://doi.org/10.5194/isprs-annals-V-2-2020-941-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-941-2020, 2020
TS – AI for EO & Earth Science
03 Aug 2020
ESTIMATION OF OCEANIC PARTICULATE ORGANIC CARBON WITH MACHINE LEARNING
R. Sauzède, J. E. Johnson, H. Claustre, G. Camps-Valls, and A. B. Ruescas
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 949–956, https://doi.org/10.5194/isprs-annals-V-2-2020-949-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-949-2020, 2020
TS – CIPA
03 Aug 2020
CULTURAL HERITAGE IN SMART CITY ENVIRONMENTS: THE UPDATE
M. Angelidou and E. Stylianidis
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 957–964, https://doi.org/10.5194/isprs-annals-V-2-2020-957-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-957-2020, 2020
03 Aug 2020
TECHNIQUES FOR MOSAICS DOCUMENTATION THROUGH PHOTOGRAMMETRY DATA ACQUISITION. THE BYZANTINE MOSAICS OF THE NATIVITY CHURCH
E. Doria and F. Picchio
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 965–972, https://doi.org/10.5194/isprs-annals-V-2-2020-965-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-965-2020, 2020
03 Aug 2020
AUTOMATIC CLUSTERING OF CELTIC COINS BASED ON 3D POINT CLOUD PATTERN ANALYSIS
S. Horache, F. Goulette, J.-E. Deschaud, T. Lejars, and K. Gruel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 973–980, https://doi.org/10.5194/isprs-annals-V-2-2020-973-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-973-2020, 2020
03 Aug 2020
SUNKEN ROMAN VILLA OF ANCIENT EPIDAURUS: DOCUMENTATION AND ENHANCEMENT USING VIRTUAL REALITY
M. Skamantzari, A. Georgopoulos, and C. Palyvou
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 981–988, https://doi.org/10.5194/isprs-annals-V-2-2020-981-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-981-2020, 2020
TS – Cultural Heritage
03 Aug 2020
FUSED 3D TRANSPARENT VISUALIZATION FOR LARGE-SCALE CULTURAL HERITAGE USING DEEP LEARNING-BASED MONOCULAR RECONSTRUCTION
J. Pan, L. Li, H. Yamaguchi, K. Hasegawa, F. I. Thufail, Brahmantara, and S. Tanaka
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 989–996, https://doi.org/10.5194/isprs-annals-V-2-2020-989-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-989-2020, 2020
TS – Deep learning for Satellite Image Time Series Analysis
03 Aug 2020
GENERALIZED KNOWLEDGE DISTILLATION FOR MULTI-SENSOR REMOTE SENSING CLASSIFICATION: AN APPLICATION TO LAND COVER MAPPING
D. Ienco, Y. J. E. Gbodjo, R. Gaetano, and R. Interdonato
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 997–1003, https://doi.org/10.5194/isprs-annals-V-2-2020-997-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-997-2020, 2020
TS – Unconventional Applications for Geo-spatial Deep Learning
03 Aug 2020
WHAT IDENTIFIES A WHALE BY ITS FLUKE? ON THE BENEFIT OF INTERPRETABLE MACHINE LEARNING FOR WHALE IDENTIFICATION
J. Kierdorf, J. Garcke, J. Behley, T. Cheeseman, and R. Roscher
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 1005–1012, https://doi.org/10.5194/isprs-annals-V-2-2020-1005-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-1005-2020, 2020
03 Aug 2020
CNN SEMANTIC SEGMENTATION TO RETRIEVE PAST LAND COVER OUT OF HISTORICAL ORTHOIMAGES AND DSM: FIRST EXPERIMENTS
A. Le Bris, S. Giordano, and C. Mallet
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 1013–1019, https://doi.org/10.5194/isprs-annals-V-2-2020-1013-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-1013-2020, 2020
03 Aug 2020
BETTER GENERIC OBJECTS COUNTING WHEN ASKING QUESTIONS TO IMAGES: A MULTITASK APPROACH FOR REMOTE SENSING VISUAL QUESTION ANSWERING
S. Lobry, D. Marcos, B. Kellenberger, and D. Tuia
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 1021–1027, https://doi.org/10.5194/isprs-annals-V-2-2020-1021-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-1021-2020, 2020
CC BY 4.0