Volume IV-2/W7, 2019

Volume IV-2/W7, 2019

ISPRS ICWG II/III
PIA19+MRSS19 - Photogrammetric Image Analysis & Munich Remote Sensing Symposium: Joint ISPRS conference
18–20 September 2019, Munich, Germany Editor(s): U. Stilla, L. Hoegner, and Y. Xu
16 Sep 2019
PIA19+MRSS19 – PHOTOGRAMMETRIC IMAGE ANALYSIS 2019 & MUNICH REMOTE SENSING SYMPOSIUM 2019: PREFACE
U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 1–2, https://doi.org/10.5194/isprs-annals-IV-2-W7-1-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-1-2019, 2019
16 Sep 2019
A COMPARISON BETWEEN THE HADOOP AND SPARK DISTRIBUTED FRAMEWORKS IN THE CONTEXT OF REGION-GROWING SEGMENTATION OF REMOTE SENSING IMAGES
R. B. Andrade, J. M. F. Santos, G. A. O. P. Costa, G. L. A. Mota, P. N. Happ, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 3–8, https://doi.org/10.5194/isprs-annals-IV-2-W7-3-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-3-2019, 2019
16 Sep 2019
SEMANTIC CHANGE DETECTION OF RIVER GROUND POINTS IN AIRBORNE LIDAR BATHYMETRY DATA USING VOXEL OCCUPANCIES
R. Boerner, L. Hoegner, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 9–15, https://doi.org/10.5194/isprs-annals-IV-2-W7-9-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-9-2019, 2019
16 Sep 2019
USING NEURAL NETWORKS TO DETECT OBJECTS IN MLS POINT CLOUDS BASED ON LOCAL POINT NEIGHBORHOODS
B. Borgmann, M. Hebel, M. Arens, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 17–24, https://doi.org/10.5194/isprs-annals-IV-2-W7-17-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-17-2019, 2019
16 Sep 2019
A MANY-TO-MANY FULLY CONVOLUTIONAL RECURRENT NETWORK FOR MULTITEMPORAL CROP RECOGNITION
J. A. Chamorro, J. D. Bermudez, P. N. Happ, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 25–32, https://doi.org/10.5194/isprs-annals-IV-2-W7-25-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-25-2019, 2019
16 Sep 2019
DEVELOPMENT OF A HIGH-SPEED VIDEOGRAMMETRIC MEASUREMENT SYSTEM WITH APPLICATION IN LARGE-SCALE SHAKING TABLE TEST
S. Gao, Z. Ye, C. Wei, X. Liu, and X. Tong
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 33–38, https://doi.org/10.5194/isprs-annals-IV-2-W7-33-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-33-2019, 2019
16 Sep 2019
A REPRESENTATION OF MLS DATA AS A BASIS FOR TERRAIN NAVIGABILITY ANALYSIS AND SENSOR DEPLOYMENT PLANNING
J. Gehrung, M. Hebel, M. Arens, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 39–46, https://doi.org/10.5194/isprs-annals-IV-2-W7-39-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-39-2019, 2019
16 Sep 2019
DATA AUGMENTATION APPROACHES FOR SATELLITE IMAGE SUPER-RESOLUTION
M. A. A. Ghaffar, A. McKinstry, T. Maul, and T. T. Vu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 47–54, https://doi.org/10.5194/isprs-annals-IV-2-W7-47-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-47-2019, 2019
16 Sep 2019
MONOCULAR-DEPTH ASSISTED SEMI-GLOBAL MATCHING
M. Hödel, T. Koch, L. Hoegner, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 55–62, https://doi.org/10.5194/isprs-annals-IV-2-W7-55-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-55-2019, 2019
16 Sep 2019
SEMANTIC LABELING AND REFINEMENT OF LIDAR POINT CLOUDS USING DEEP NEURAL NETWORK IN URBAN AREAS
R. Huang, Z. Ye, D. Hong, Y. Xu, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 63–70, https://doi.org/10.5194/isprs-annals-IV-2-W7-63-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-63-2019, 2019
16 Sep 2019
A SEMI-SUPERVISED APPROACH TO SAR-OPTICAL IMAGE MATCHING
L. H. Hughes and M. Schmitt
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 71–78, https://doi.org/10.5194/isprs-annals-IV-2-W7-71-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-71-2019, 2019
16 Sep 2019
MODELLING WIDE-ANGLE LENS CAMERAS FOR METROLOGY AND MAPPING APPLICATIONS
D. Jarron, M. Shahbazi, D. Lichti, and R. Radovanovic
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 79–86, https://doi.org/10.5194/isprs-annals-IV-2-W7-79-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-79-2019, 2019
16 Sep 2019
SEMANTIC SEGMENTATION OF MANMADE LANDSCAPE STRUCTURES IN DIGITAL TERRAIN MODELS
B. Kazimi, F. Thiemann, and M. Sester
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 87–94, https://doi.org/10.5194/isprs-annals-IV-2-W7-87-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-87-2019, 2019
16 Sep 2019
RULE-BASED MAPPING OF PARKED VEHICLES USING AERIAL IMAGE SEQUENCES
J. Knöttner, D. Rosenbaum, F. Kurz, P. Reinartz, and A. Brunn
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 95–101, https://doi.org/10.5194/isprs-annals-IV-2-W7-95-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-95-2019, 2019
16 Sep 2019
DRAW AND ORDER – MODELESS INTERACTIVE ACQUISITION OF OUTLINES
J. Meidow and L. Lucks
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 103–110, https://doi.org/10.5194/isprs-annals-IV-2-W7-103-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-103-2019, 2019
16 Sep 2019
IMAGE-TO-IMAGE TRANSLATION FOR ENHANCED FEATURE MATCHING, IMAGE RETRIEVAL AND VISUAL LOCALIZATION
M. S. Mueller, T. Sattler, M. Pollefeys, and B. Jutzi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 111–119, https://doi.org/10.5194/isprs-annals-IV-2-W7-111-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-111-2019, 2019
16 Sep 2019
EVALUATION OF DEEP LEARNING TECHNIQUES FOR DEFORESTATION DETECTION IN THE AMAZON FOREST
M. X. Ortega, J. D. Bermudez, P. N. Happ, A. Gomes, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 121–128, https://doi.org/10.5194/isprs-annals-IV-2-W7-121-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-121-2019, 2019
16 Sep 2019
ULTRA-HIGH RESOLUTION IMAGING OF FACADES AND VERTICAL INFRASTRUCTURE BY CARBORNE SAR AND AIRBORNE CSAR
S. Palm, R. Sommer, A. Tessmann, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 129–136, https://doi.org/10.5194/isprs-annals-IV-2-W7-129-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-129-2019, 2019
16 Sep 2019
EFFICIENT SURFACE-AWARE SEMI-GLOBAL MATCHING WITH MULTI-VIEW PLANE-SWEEP SAMPLING
B. Ruf, T. Pollok, and M. Weinmann
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 137–144, https://doi.org/10.5194/isprs-annals-IV-2-W7-137-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-137-2019, 2019
16 Sep 2019
AGGREGATING CLOUD-FREE SENTINEL-2 IMAGES WITH GOOGLE EARTH ENGINE
M. Schmitt, L. H. Hughes, C. Qiu, and X. X. Zhu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 145–152, https://doi.org/10.5194/isprs-annals-IV-2-W7-145-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-145-2019, 2019
16 Sep 2019
SEN12MS – A CURATED DATASET OF GEOREFERENCED MULTI-SPECTRAL SENTINEL-1/2 IMAGERY FOR DEEP LEARNING AND DATA FUSION
M. Schmitt, L. H. Hughes, C. Qiu, and X. X. Zhu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 153–160, https://doi.org/10.5194/isprs-annals-IV-2-W7-153-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-153-2019, 2019
16 Sep 2019
DETERMINATION OF DETAILED MORPHOLOGICAL FEATURES FOR PHENOTYPING OF SUGAR BEET PLANTS USING 3D-STEREOSCOPIC DATA
O. Scholz, F. Uhrmann, A. Wolff, K. Pieger, and D. Penk
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 161–166, https://doi.org/10.5194/isprs-annals-IV-2-W7-161-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-161-2019, 2019
16 Sep 2019
A COMPARATIVE ANALYSIS OF UNSUPERVISED AND SEMI-SUPERVISED REPRESENTATION LEARNING FOR REMOTE SENSING IMAGE CATEGORIZATION
P. J. Soto, J. D. Bermudez, P. N. Happ, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 167–173, https://doi.org/10.5194/isprs-annals-IV-2-W7-167-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-167-2019, 2019
16 Sep 2019
SEMANTIC URBAN MESH ENHANCEMENT UTILIZING A HYBRID MODEL
P. Tutzauer, D. Laupheimer, and N. Haala
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 175–182, https://doi.org/10.5194/isprs-annals-IV-2-W7-175-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-175-2019, 2019
16 Sep 2019
USING COHERENT SCATTERERS IN TIME SERIES OF HIGH RESOLUTION SAR IMAGES FOR THE MONITORING OF CONSTRUCTION ACTIVITY
C. Villamil Lopez and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 183–187, https://doi.org/10.5194/isprs-annals-IV-2-W7-183-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-183-2019, 2019
16 Sep 2019
DEEP RESIDUAL LEARNING FOR SINGLE-IMAGE SUPER-RESOLUTION OF MULTI-SPECTRAL SATELLITE IMAGERY
L. Wagner, L. Liebel, and M. Körner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 189–196, https://doi.org/10.5194/isprs-annals-IV-2-W7-189-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-189-2019, 2019
16 Sep 2019
ADVERSARIAL DOMAIN ADAPTATION FOR THE CLASSIFICATION OF AERIAL IMAGES AND HEIGHT DATA USING CONVOLUTIONAL NEURAL NETWORKS
D. Wittich and F. Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 197–204, https://doi.org/10.5194/isprs-annals-IV-2-W7-197-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-197-2019, 2019
16 Sep 2019
TREE DROUGHT STRESS DETECTION BASED ON 3D MODELLING
Y. Xia, J. Tian, P. d’Angelo, and P. Reinartz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 205–210, https://doi.org/10.5194/isprs-annals-IV-2-W7-205-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-205-2019, 2019
16 Sep 2019
CONTOUR EXTRACTION OF PLANAR ELEMENTS OF BUILDING FACADES FROM POINT CLOUDS USING GLOBAL GRAPH-BASED CLUSTERING
Y. Xu and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 211–219, https://doi.org/10.5194/isprs-annals-IV-2-W7-211-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-211-2019, 2019
16 Sep 2019
ANALYSIS OF INFLUENCING FACTORS OF CURVE MATCHING BASED GEOMETRIC CALIBRATION FOR ZY3-02 ALTIMETER DATA
M. Zhou, L. S. Chen, J. H. Wang, G. E. Teng, C. R. Li, Q. Q. Yao, and J. Y. Chen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 221–226, https://doi.org/10.5194/isprs-annals-IV-2-W7-221-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-221-2019, 2019
16 Sep 2019
AUTOMATIC EXTRACTION OF POWER LINES FROM UAV LIDAR POINT CLOUDS USING A NOVEL SPATIAL FEATURE
M. Zhou, K. Y. Li, J. H. Wang, C. R. Li, G. E. Teng, L. Ma, H. H. Wu, W. Li, H. J. Zhang, J. Y. Chen, and L. S. Chen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 227–234, https://doi.org/10.5194/isprs-annals-IV-2-W7-227-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-227-2019, 2019
16 Sep 2019
DIRECT CO-REGISTRATION OF TIR IMAGES AND MLS POINT CLOUDS BY CORRESPONDING KEYPOINTS
J. Zhu, Y. Xu, L. Hoegner, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2/W7, 235–242, https://doi.org/10.5194/isprs-annals-IV-2-W7-235-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-235-2019, 2019
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