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Volume XLIII-B3-2021, 2021 | XXIV ISPRS Congress Imaging today, foreseeing tomorrow, Commission III

2021 edition, 5–9 July 2021
Editor(s): N. Paparoditis, C. Mallet, F. Lafarge, M. Y. Yang, J. Jiang, A. Shaker, H. Zhang, X. Liang, B. Osmanoglu, U. Soergel, E. Honkavaara, M. Scaioni, J. Zhang, A. Peled, L. Wu, R. Li, M. Yoshimura, K. Di, O. Altan, H. M. Abdulmuttalib, ​and F. S. Faruque
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Volume XLIII-B3-2021, 2021 | XXIV ISPRS Congress Imaging today, foreseeing tomorrow, Commission III

2021 edition, 5–9 July 2021
Editor(s): N. Paparoditis, C. Mallet, F. Lafarge, M. Y. Yang, J. Jiang, A. Shaker, H. Zhang, X. Liang, B. Osmanoglu, U. Soergel, E. Honkavaara, M. Scaioni, J. Zhang, A. Peled, L. Wu, R. Li, M. Yoshimura, K. Di, O. Altan, H. M. Abdulmuttalib, ​and F. S. Faruque
Author index | Keyword index
28 Jun 2021
PREFACE: THE 2021 EDITION OF THE XXIVTH ISPRS CONGRESS
C. Mallet, F. Lafarge, M. Poreba, T. Wu, G. Bahl, M. Yu, M. Garioud, Y. Chen, S. Jiang, M. Y. Yang, and N. Paparoditis
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 1–5, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-1-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-1-2021, 2021
28 Jun 2021
PREFACE: TECHNICAL COMMISSION III
J. Jiang, A. Shaker, and H. Zhang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 7–7, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-7-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-7-2021, 2021
WG III/1 – Thematic Information Extraction
28 Jun 2021
PERFORMANCE OF THE SUPPORT VECTOR MACHINE AND ARTIFICIAL NEURAL NETWORK CLASSIFIERS FOR ROADS IDENTIFICATION
A. C. Andrade, M. J. Alixandrini Jr., F. P. S. Carvalho, and V. O. Fernandes
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 9–14, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-9-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-9-2021, 2021
28 Jun 2021
REMOTE SENSING AND NIGHT TIME URBAN HEAT ISLAND
B. Arellano and J. Roca
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 15–22, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-15-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-15-2021, 2021
28 Jun 2021
ROCKY SHORELINE EXTRACTION USING A DEEP LEARNING MODEL AND OBJECT-BASED IMAGE ANALYSIS
S. Bengoufa, S. Niculescu, M. K. Mihoubi, R. Belkessa, and K. Abbad
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 23–29, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-23-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-23-2021, 2021
28 Jun 2021
TIME SERIES ANALYSIS OF URBANISATION IMPACT ON THE TEMPERATURE VARIATIONS OFF MUMBAI COAST
S. Bhattacharjee, K. Lekshmi, and R. Bharti
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 31–37, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-31-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-31-2021, 2021
28 Jun 2021
RLSNAKE: A HYBRID REINFORCEMENT LEARNING APPROACH FOR ROAD DETECTION
N. Botteghi, B. Sirmacek, and C. Ünsalan
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 39–45, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-39-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-39-2021, 2021
28 Jun 2021
SEMANTIC SEGMENTATION OF BURNED AREAS IN SATELLITE IMAGES USING A U-NET-BASED CONVOLUTIONAL NEURAL NETWORK
A. K. Brand and A. Manandhar
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 47–53, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-47-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-47-2021, 2021
28 Jun 2021
DEEP LEARNING BASED ROOF TYPE CLASSIFICATION USING VERY HIGH RESOLUTION AERIAL IMAGERY
M. Buyukdemircioglu, R. Can, and S. Kocaman
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 55–60, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-55-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-55-2021, 2021
28 Jun 2021
INDIVIDUAL TREE CROWN DELINEATION FROM HIGH SPATIAL RESOLUTION IMAGERY USING U-NET
B. Hu and W. Jung
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 61–66, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-61-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-61-2021, 2021
28 Jun 2021
SEGMENTATION ON SENTINEL-3 DATA FOR SURFACE HEAT ISLAND DETECTION
I. Kotaridis and M. Lazaridou
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 67–73, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-67-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-67-2021, 2021
28 Jun 2021
GEOMORPHOLOGICAL MAPPING OF INTERTIDAL AREAS
M. Lu, L. Groeneveld, D. Karssenberg, S. Ji, R. Jentink, E. Paree, and E. Addink
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 75–80, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-75-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-75-2021, 2021
28 Jun 2021
EXPLORING THE USE OF CLASSIFICATION UNCERTAINTY TO IMPROVE CLASSIFICATION ACCURACY
D. Moraes, P. Benevides, F. D. Moreira, H. Costa, and M. Caetano
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 81–86, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-81-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-81-2021, 2021
28 Jun 2021
SPATIAL RESLUTION SENSITIVITY ANALYSIS OF CLASSIFCIATION OF SENTINEL-2 IMAGES BY PRE-TRAINED DEEP MODELS FROM BIG EARTH NET DATABASE
F. Naali, T. Alipour-Fard, and H. Arefi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 87–92, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-87-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-87-2021, 2021
28 Jun 2021
DEEP LEARNING ALGORITHM FOR URBAN FEATURE EXTRACTION USING SAR DATA
N. Pithva, A. Vyas, D. Rawal, V. Nizalapur, G. Jain, and A. Das
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 93–101, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-93-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-93-2021, 2021
28 Jun 2021
EVALUATION OF MACHINE LEARNING CLASSIFIERS FOR MAPPING FALCATA PLANTATIONS IN SENTINEL-2 IMAGE
J. R. Santillan and J. L. E. Gesta
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 103–108, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-103-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-103-2021, 2021
28 Jun 2021
TIME SERIES ANALYSIS FOR MONITORING SEAGRASS HABITAT AND ENVIRONMENT IN BUSUANGA, PHILIPPINES USING GOOGLE EARTH ENGINE
A. Tamondong, T. Nakamura, T. E. A. Quiros, and K. Nadaoka
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 109–116, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-109-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-109-2021, 2021
28 Jun 2021
THE USE OF SPECTRAL AND TEXTURAL FEATURES IN CROP TYPE MAPPING USING SENTINEL-2A IMAGES: A CASE STUDY, ÇUKUROVA REGION, TURKEY
A. Tuzcu Kokal, A. F. Sunar, A. Dervisoglu, and S. Berberoglu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 117–122, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-117-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-117-2021, 2021
28 Jun 2021
EVALUATION ON URBAN LAND EXPANSION QUALITY OF QINGDAO CITY FROM 2010 TO 2018
T. Zhang, H. Dai, G. Wang, L. Zheng, and M. Zhang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 123–126, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-123-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-123-2021, 2021
WG III/2 – Microwave Remote Sensing
28 Jun 2021
INVESTIGATION OF SENTINEL-1 TIME SERIES FOR SENSITIVITY TO FERN VEGETATION IN AN EUROPEAN TEMPERATE FOREST
M. M. Mueller, C. Dubois, T. Jagdhuber, C. Pathe, and C. Schmullius
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 127–134, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-127-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-127-2021, 2021
28 Jun 2021
ANALYSIS OF DIFFERENT POLARIMETRIC DECOMPOSITION TECHNIQUES USING COMPACT POLARIMETRIC NISAR DATA FOR AHMEDABAD, INDIA
A. Vyas, V. Nizalapur, P. Chhasia, D. Rawal, G. Jain, and A. Das
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 135–140, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-135-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-135-2021, 2021
WG III/3 – SAR-based Surface Generation and Deformation Monitoring
28 Jun 2021
DEFORMATION MONITORING AT EUROPEAN SCALE: THE COPERNICUS GROUND MOTION SERVICE
M. Crosetto, L. Solari, J. Balasis-Levinsen, L. Bateson, N. Casagli, M. Frei, A. Oyen, D. A. Moldestad, and M. Mróz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 141–146, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-141-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-141-2021, 2021
28 Jun 2021
CONCEPT TO ANALYZE THE DISPLACEMENT TIME SERIES OF INDIVIDUAL PERSISTENT SCATTERERS
M. Evers, A. Thiele, H. Hammer, E. Cadario, K. Schulz, and S. Hinz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 147–154, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-147-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-147-2021, 2021
28 Jun 2021
LAND SUBSIDENCE HAZARD IN IRAN REVEALED BY COUNTRY-SCALE ANALYSIS OF SENTINEL-1 INSAR
M. Haghshenas Haghighi and M. Motagh
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 155–161, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-155-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-155-2021, 2021
28 Jun 2021
USING TAILORED GRAPHICAL TOOLS TO IMPROVE THE QUALITY OF DISPLACEMENT MAPS AT CTTC: THE VETOOLS
J. A. Navarro, A. Barra, O. Monserrat, and M. Crosetto
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 163–169, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-163-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-163-2021, 2021
28 Jun 2021
EXPLORING CLOUD-BASED PLATFORMS FOR RAPID INSAR TIME SERIES ANALYSIS
A. Piter, M. Vassileva, M. Haghshenas Haghighi, and M. Motagh
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 171–176, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-171-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-171-2021, 2021
28 Jun 2021
ACTIVE REFLECTORS FOR INTERFEROMETRIC SAR DEFORMATION MEASUREMENT
Y. Wassie, M. Crosetto, G. Luzi, O. Monserrat, A. Barra, R. Palamá, M. Cuevas-González, S. M. Mirmazloumi, P. Espín-López, and B. Crippa
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 177–182, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-177-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-177-2021, 2021
28 Jun 2021
HOW TO START GENTRIFICATION PROCESS USING INTERFEROMETRIC STACK OF SENTINEL-1
N. Yagmur, E. Erten, and N. Musaoglu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 183–188, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-183-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-183-2021, 2021
WG III/4 – Hyperspectral Image Processing
28 Jun 2021
USE OF VERY HIGH SPATIAL RESOLUTION IMAGERY FOR MAPPING WOOD ENERGY POTENTIAL FROM TROPICAL MANAGED FOREST STANDS, REUNION ISLAND
H. Bley-Dalouman, F. Broust, J. Prevost, and A. Tran
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 189–194, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-189-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-189-2021, 2021
28 Jun 2021
BIDIRECTIONAL REFLECTANCE DISTRIBUTION FUNCTION (BRDF) OF MIXED PIXELS
F. Kizel and Y. Vidro
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 195–200, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-195-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-195-2021, 2021
28 Jun 2021
SATELLITE-DERIVED BATHYMETRY USING CONVOLUTIONAL NEURAL NETWORKS AND MULTISPECTRAL SENTINEL-2 IMAGES
Y. A. Lumban-Gaol, K. A. Ohori, and R. Y. Peters
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 201–207, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-201-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-201-2021, 2021
28 Jun 2021
DROACOR® REFLECTANCE RETRIEVAL FOR HYPERSPECTRAL MINERAL EXPLORATION USING A GROUND-BASED ROTATING PLATFORM
D. Schläpfer, R. Richter, C. Popp, and P. Nygren
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 209–214, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-209-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-209-2021, 2021
28 Jun 2021
ANALYSIS AND DETECTION OF WILDFIRES BY USING PRISMA HYPERSPECTRAL IMAGERY
D. Spiller, L. Ansalone, S. Amici, A. Piscini, and P. P. Mathieu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 215–222, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-215-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-215-2021, 2021
WG III/5 – Information Extraction from LiDAR Intensity Data
28 Jun 2021
A COMPARATIVE STUDY OF POINT CLOUDS SEMANTIC SEGMENTATION USING THREE DIFFERENT NEURAL NETWORKS ON THE RAILWAY STATION DATASET
Y. A. Lumban-Gaol, Z. Chen, M. Smit, X. Li, M. A. Erbaşu, E. Verbree, J. Balado, M. Meijers, and N. van der Vaart
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 223–228, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-223-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-223-2021, 2021
28 Jun 2021
MULTISPECTRAL AND MOBILE MAPPING ISPRS WG III/5 DATA SET: FIRST ANALYSIS OF THE DATASET IMPACT
M. Previtali, M. Garramone, and M. Scaioni
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 229–235, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-229-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-229-2021, 2021
WG III/6 – Remote Sensing Data Fusion
28 Jun 2021
GEOPHYSICAL AND UAV-BASED OBSERVATIONS OVER A FLOOD DEFENSE STRUCTURE: APPLICATION TO THE POLDER2C’S EXPERIMENTAL DIKE
R. Antoine, C. Fauchard, V. Guilbert, B. Beaucamp, C. Ledun, C. Heinkele, L. Saussaye, S. Muylaert, W. Vancalster, D. Depreiter, and P. Sergent
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 237–242, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-237-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-237-2021, 2021
28 Jun 2021
FUSING MULTI-MODAL DATA FOR SUPERVISED CHANGE DETECTION
P. Ebel, S. Saha, and X. X. Zhu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 243–249, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-243-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-243-2021, 2021
28 Jun 2021
ANALYSIS ON THE AREA CHANGES AND ITS INFLUENCING FACTORS OF THE LAKES IN WUHAN CITY BASED ON GOOGLE EARTH ENGINE
T. Gong, S. Xie, and H. Zhao
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 251–256, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-251-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-251-2021, 2021
28 Jun 2021
ENHANCING UAV COASTAL MAPPING USING INFRARED PANSHARPENING
D. James, A. Collin, A. Mury, and M. Letard
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 257–264, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-257-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-257-2021, 2021
28 Jun 2021
LEARNING HARMONISED PLEIADES AND SENTINEL-2 SURFACE REFLECTANCES
J. Michel and J. Inglada
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 265–272, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-265-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-265-2021, 2021
28 Jun 2021
HIGH-RESOLUTION URBAN MAPPING BY FUSION OF SAR AND OPTICAL DATA
N. Petrushevsky, M. Manzoni, and A. M. Guarnieri
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 273–278, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-273-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-273-2021, 2021
28 Jun 2021
TLS AND SHORT-RANGE PHOTOGRAMMETRIC DATA FUSION FOR BUILDINGS 3D MODELING
P. R. S. Ruiz, C. M. Almeida, M. B. Schimalski, V. Liesenberg, and E. A. Mitishita
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 279–284, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-279-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-279-2021, 2021
28 Jun 2021
RESEARCH ON THE NETWORK MAP SERVICE TECHNOLOGY OF REMOTE SENSING IMAGE INTELLIGENT CONVERSION BASED ON GAN MODEL
D. Tang, W. Huang, Z. Zha, J. Yang, X. Zhou, and C. Wang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 285–290, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-285-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-285-2021, 2021
28 Jun 2021
ASSESSMENT OF FLOODED AREAS CAUSED BY A DAM BREAK (SARDOBA DAM, UZBEKISTAN)
B. Tavus, S. Kocaman, and C. Gokceoglu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 291–297, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-291-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-291-2021, 2021
WG III/7 – Landuse and Landcover Change Detection
28 Jun 2021
INVESTIGATION OF THE CHANGES OF LAKE SURFACE TEMPERATURES AND AREAS: CASE STUDY OF BURDUR AND EGIRDIR LAKES, TURKEY
N. Aslan and D. Koc-San
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 299–304, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-299-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-299-2021, 2021
28 Jun 2021
MULTI-TEMPORAL ANALYSIS OF LAND USE AND VEGETATION COVER IN SÃO FRANCISCO DO SUL AND ITAPOÁ, SANTA CATARINA STATE - BRAZIL: IMPLICATIONS TO GROUNDWATER CONTAMINATION
A. C. S. J. V. Ferreira and L. S. Osako
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 305–311, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-305-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-305-2021, 2021
28 Jun 2021
URBANISATION IMPACT ON CREATION OF HEAT ISLANDS IN LARGE CITIES
M. Gašparović, Š. Zorić, and S. K. Singh
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 313–318, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-313-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-313-2021, 2021
28 Jun 2021
JOINT LAND COVER AND CROP TYPE MAPPING USING MULTI-TEMPORAL SENTINEL-2 DATA FROM VARIOUS ENVIRONMENTAL ZONES IN GREECE
C. Karakizi, Z. Kandylakis, A. D. Vaiopoulos, and K. Karantzalos
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 319–326, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-319-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-319-2021, 2021
28 Jun 2021
SAR-BASED COASTLINE DETECTION AND MONITORING
M. Mazzolini, M. Manzoni, A. V. Monti-Guarnieri, and N. Petrushevsky
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 327–334, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-327-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-327-2021, 2021
28 Jun 2021
INVASION OF SAVANNAS BY PROSOPIS TREES IN EASTERN AFRICA: EXPLORING THEIR IMPACTS ON LULC DYNAMICS, LIVELIHOODS AND IMPLICATIONS ON SOIL ORGANIC CARBON STOCKS
P. R. Mbaabu, U. Schaffner, and S. Eckert
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 335–340, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-335-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-335-2021, 2021
28 Jun 2021
SPATIAL TEMPORAL MAPPING OF SPREAD OF WATER HYACINTH IN WINUM GULF, LAKE VICTORIA
S. O. Nyawacha, V. Meta, and A. Osio
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 341–346, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-341-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-341-2021, 2021
28 Jun 2021
OBJECT-BASED CHANGE DETECTION ON ACACIA XANTHOPHLOEA SPECIES DEGRADATION ALONG LAKE NAKURU RIPARIAN RESERVE
A. Osio and S. Lefèvre
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 347–352, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-347-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-347-2021, 2021
28 Jun 2021
COMPARISON OF PIXEL-BASED AND FEATURE-BASED APPROACH FOR SMALL OBJECT CHANGE DETECTION
J. Seo and T. Kim
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 353–357, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-353-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-353-2021, 2021
28 Jun 2021
SPATIO-TEMPORAL ANALYSIS OF LAND USE DYNAMICS AND ITS POTENTIAL IMPLICATIONS ON LAND SURFACE TEMPERATURE IN LAHORE DISTRICT, PUNJAB, PAKISTAN
M. Sohail, S. S. F. Ali, E. Fatima, and D. A. Nawaz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 359–367, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-359-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-359-2021, 2021
28 Jun 2021
IMPROVING LULC CLASSIFICATION FROM SATELLITE IMAGERY USING DEEP LEARNING – EUROSAT DATASET
H. Yassine, K. Tout, and M. Jaber
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 369–376, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-369-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-369-2021, 2021
28 Jun 2021
GRAPH NEURAL NETWORK BASED MULTI-FEATURE FUSION FOR BUILDING CHANGE DETECTION
W. Yuan, X. Yuan, Z. Fan, Z. Guo, X. Shi, J. Gong, and R. Shibasaki
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 377–382, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-377-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-377-2021, 2021
28 Jun 2021
ASSESSMENT OF COMBINING CONVOLUTIONAL NEURAL NETWORKS AND OBJECT BASED IMAGE ANALYSIS TO LAND COVER CLASSIFICATION USING SENTINEL 2 SATELLITE IMAGERY (TENES REGION, ALGERIA)
N. Zaabar, S. Niculescu, and M. K. Mihoubi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 383–389, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-383-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-383-2021, 2021
WG III/8 – Remote Sensing of Atmospheric Environment
28 Jun 2021
EVALUATION OF THE SEASONAL NIGHTTIME LST-AIR TEMPERATURE DISCREPANCIES AND THEIR RELATION TO LOCAL CLIMATE ZONES (LCZ) IN STRASBOURG
S. Del Pozo, T. Landes, F. Nerry, P. Kastendeuch, G. Najjar, N. Philipps, and S. Lagüela
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 391–398, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-391-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-391-2021, 2021
28 Jun 2021
ANALYSIS OF NO2 TROPOSPHERIC COLUMN AMOUNT AT AIRPORTS IN MALAYSIA BEFORE AND DURING COVID-19 PANDEMIC USING SENTINEL-5P TROPOMI DATA
K. D. Kanniah, N. A. F. Kamarul Zaman, and K. Perumal
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 399–403, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-399-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-399-2021, 2021
28 Jun 2021
A NOVEL PROCEDURE FOR GENERATION OF SAR-DERIVED ZTD MAPS FOR WEATHER PREDICTION: APPLICATION TO SOUTH AFRICA USE CASE
M. E. Molinari, M. Manzoni, N. Petrushevsky, A. M. Guarnieri, G. Venuti, A. N. Meroni, A. Mascitelli, and A. Parodi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 405–410, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-405-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-405-2021, 2021
28 Jun 2021
COMPARISON OF ESTIMATION METHODS TO QUANTIFY METHANE PLUME CONCENTRATION AT HIGH SPATIAL RESOLUTION FROM HYPERSPECTRAL IMAGES
N. Nesme, P-Y. Foucher, S. Doz, O. Lezeaux, and C. Camy-Peyret
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 411–417, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-411-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-411-2021, 2021
28 Jun 2021
USING MODIS AEROSOL OPTICAL DEPTH TO PREDICT PM10 OVER AL AIN REGION, UAE
N. Saleous, S. Issa, and M. Alsuwaidi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 419–423, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-419-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-419-2021, 2021
28 Jun 2021
GROUNDWATER MONITORING USING GRACE MISSION
M. Shukla, V. Maurya, and R. Dwivedi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 425–430, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-425-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-425-2021, 2021
WG III/9 – Cryosphere and Hydrosphere
28 Jun 2021
ESTIMATING CONTRIBUTION OF WATER FLOW COMPONENTS TO KAMENG RIVER BASIN USING HYDROLOGICAL MODELLING
S. Arora, A. V. Kulkarni, P. Ghosh, and S. K. Satheesh
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 431–436, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-431-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-431-2021, 2021
28 Jun 2021
ACTIVE LAYER THICKNESS RETRIEVAL OVER THE QINGHAI-TIBET PLATEAU FROM 2000 TO 2020 BASED ON INSAR-MEASURED SUBSIDENCE AND MULTI-LAYER SOIL MOISTURE
T. Chang, J. Han, Z. Li, Y. Wen, T. Hao, P. Lu, and R. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 437–442, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-437-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-437-2021, 2021
28 Jun 2021
FIELD VALIDATION OF ICESAT-2 DATA ALONG CHINARE ROUTE IN EAST ANTARCTICA
H. Cui, R. Li, H. Li, T. Hao, G. Qiao, Y. He, G. Hai, H. Xie, Y. Cheng, and B. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 443–448, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-443-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-443-2021, 2021
28 Jun 2021
ON-SITE DATA-PROCESSING ALGORITHM AND OPTIMIZATION FOR AIRBORNE ICE SOUNDING RADAR CONFIGURED ON THE “SNOW EAGLE 601”
X. Cui, S. Lang, L. Li, and B. Sun
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 449–453, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-449-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-449-2021, 2021
28 Jun 2021
MACHINE LEARNING TECHNIQUES FOR KNOWLEDGE EXTRACTION FROM SATELLITE IMAGES: APPLICATION TO SPECIFIC AREA TYPES
C. O. Dumitru, G. Schwarz, and M. Datcu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 455–462, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-455-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-455-2021, 2021
28 Jun 2021
UNMANNED AERIAL VEHICLE DERIVED 3D MODEL EVALUATION BASED ON ICESAT-2 FOR ICE SURFACE MICRO-TOPOGRAPHY ANALYSIS IN EAST ANTARCTICA
Y. He, G. Qiao, H. Li, X. Yuan, and Y. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 463–468, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-463-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-463-2021, 2021
28 Jun 2021
DISTRIBUTION AND EVOLUTION OF ICE APRONS IN A CHANGING CLIMATE IN THE MONT-BLANC MASSIF (WESTERN EUROPEAN ALPS)
S. Kaushik, L. Ravanel, F. Magnin, Y. Yan, E. Trouve, and D. Cusicanqui
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 469–475, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-469-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-469-2021, 2021
28 Jun 2021
UAV-BASED LIDAR HIGH-RESOLUTION SNOW DEPTH MAPPING IN THE SWISS ALPS: COMPARING FLAT AND STEEP FORESTS
K. Koutantou, G. Mazzotti, and P. Brunner
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 477–484, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-477-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-477-2021, 2021
28 Jun 2021
OBSERVATIONS OF CONTINUOUS INSTABILITY FOR SCAR INLET ICE SHELF, ANTARCTIC PENINSULA
Y. Li, G. Qiao, and X. Yuan
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 485–490, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-485-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-485-2021, 2021
28 Jun 2021
ICE FLOW VELOCITY MAPPING IN EAST ANTARCTICA USING HISTORICAL IMAGES FROM 1960s TO 1980s: RECENT PROGRESS
S. Luo, Y. Cheng, Z. Li, Y. Wang, K. Wang, X. Wang, G. Qiao, W. Ye, Y. Li, M. Xia, X. Yuan, Y. Tian, X. Tong, and R. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 491–496, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-491-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-491-2021, 2021
28 Jun 2021
COMPARISON OF MULTI-IMAGES DEEP LEARNING SUPER RESOLUTION FOR PASSIVE MICROWAVE IMAGES OF ARCTIC SEA ICE
X. Shen, X. Liu, Y. Yao, and T. Feng
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 497–502, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-497-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-497-2021, 2021
28 Jun 2021
A REVIEW OF SURGE-TYPE GLACIERS
Z. Sun and G. Qiao
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 503–508, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-503-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-503-2021, 2021
28 Jun 2021
INVERSING GLACIER ALBEDO IN HIGH MOUNTAIN ASIA BASED ON SENTINEL-3 SATELLITE DATA
Y. Tian and Z. Liu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 509–514, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-509-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-509-2021, 2021
28 Jun 2021
MONITORING CHLOROPHYLL-A AND SEA SURFACE TEMPERATURE WITH SATELLITE DATA DERIVED FROM MULTIPLE SENSORS
A. Tuzcu Kokal and N. Musaoğlu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 515–520, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-515-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-515-2021, 2021
28 Jun 2021
AN AUTOMATIC EXTRACTION METHOD FOR ANTARCTIC SUBGLACIAL LAKE BASED ON RADIO ECHO SOUNDING DATA
D. Wang, T. Feng, T. Hao, and R. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 521–526, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-521-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-521-2021, 2021
28 Jun 2021
COMPARISON OF CRYOSAT-2 AND ICESAT-2 ON WATER LEVEL MONITORING OF NAM CO LAKE
H. Zhao, R. Xu, and G. Qiao
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 527–532, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-527-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-527-2021, 2021
WG III/10 – Agriculture and Natural Ecosystems Modelling and Monitoring
29 Jun 2021
UPSCALING AND VALIDATION OF RTK-DIRECT GEOREFERENCED UAV-BASED RGB IMAGE DATA WITH PLANET IMAGERY USING POLYGON GRIDS FOR PASTURE MONITORING
G. Bareth and C. Hütt
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 533–538, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-533-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-533-2021, 2021
29 Jun 2021
URBAN HEAT ISLAND FOOTPRINT EFFECTS ON BIO-PRODUCTIVE RURAL LAND COVERS SURROUNDING A LOW DENSITY URBAN CENTER
M. Burnett and D. Chen
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 539–550, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-539-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-539-2021, 2021
29 Jun 2021
ZONATION OF SUBALPINE LAKES BASED ON REMOTELY SENSED WATER QUALITY PARAMETERS
C. Gerosa, M. Bresciani, G. Luciani, C. A. Biraghi, D. Carrion, M. Rogora, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 551–558, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-551-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-551-2021, 2021
29 Jun 2021
EXPLOITATION OF SPECTRAL AND TEMPORAL INFORMATION FOR MAPPING PLANT SPECIES IN A FORMER INDUSTRIAL SITE
R. Gimenez, G. Lassalle, R. Hédacq, A. Elger, D. Dubucq, A. Credoz, C. Jennet, and S. Fabre
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 559–566, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-559-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-559-2021, 2021
29 Jun 2021
THE POTENTIAL OF SENTINEL-1 DATA TO SUPPLEMENT HIGH RESOLUTION EARTH OBSERVATION DATA FOR MONITORING GREEN AREAS IN CITIES
A. Iglseder, M. Bruggisser, A. Dostálová, N. Pfeifer, S. Schlaffer, W. Wagner, and M. Hollaus
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 567–574, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-567-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-567-2021, 2021
29 Jun 2021
ESTIMATING CARBON AND GREENHOUSE GAS EMISSIONS IN REMOTE REGIONS OF CANADA
I. Ituen and B. Hu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 575–580, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-575-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-575-2021, 2021
29 Jun 2021
INDIVIDUAL BANANA TREE CROWN DELINEATION USING UNMANNED AERIAL VEHICLE (UAV) IMAGES
S. Kuikel, B. Upadhyay, D. Aryal, S. Bista, B. Awasthi, and S. Shrestha
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 581–585, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-581-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-581-2021, 2021
29 Jun 2021
BUILDING SEGMENTATION IN AGRICULTURAL LAND USING HIGH RESOLUTION SATELLITE IMAGERY BASED ON DEEP LEARNING APPROACH
L.-Y. Liu and C.-K. Wang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 587–594, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-587-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-587-2021, 2021
29 Jun 2021
MAPPING LAND COVER CHANGE AND MODELLING ITS IMPACTS ON THE INUNDATION RESPONSES OF THE AGUSAN MARSH, MINDANAO, PHILIPPINES
M. M. Makinano-Santillan and J. R. Santillan
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 595–602, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-595-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-595-2021, 2021
29 Jun 2021
AUTOMATED STRUCTURAL FOREST CHANGES USING LIDAR POINT CLOUDS AND GIS ANALYSES
A. Novo, H. González-Jorge, J. Martínez-Sánchez, J. M. Fernández-Alonso, and H. Lorenzo
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 603–608, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-603-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-603-2021, 2021
29 Jun 2021
CORAL REEFS ON INHABITED AND UNINHABITED SMALL ISLANDS, SPERMONDE ARCHIPELAGO, INDONESIA
N. Nurdin, K. Amri, A. R. Rasyid, D. A. T. Pulubuhu, N. Nurdin, and T. Komatsu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 609–616, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-609-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-609-2021, 2021
29 Jun 2021
APPLICATION OF UAV SURVEYS FOR EVALUATING THE PRODUCTIVITY LEVELS OF TRADITIONAL AND MECHANISED FARMERS IN A CUSTOMARY LAND TENURE SYSTEM
D. N. Olayinka, K. L. Omolaye, A. J. Ilesanmi, C. J. Okolie, and I. D. Arungwa
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 617–622, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-617-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-617-2021, 2021
29 Jun 2021
DETERMINATION OF REGIONS SUITABLE FOR AGRICULTURE IN THE GORDON COSENS FOREST OF ONTARIO BY MEANS OF ANALYTICAL HIERARCHY PROCESS WITH FUZZY LOGIC INFERENCE
R. Pittman, B. Hu, and G. Sohn
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 623–629, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-623-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-623-2021, 2021
29 Jun 2021
COMBINED USE OF REMOTE SENSING AND SPATIAL MODELLING: WHEN SURFACE WATER IMPACTS BUFFALO (SYNCERUS CAFFER CAFFER) MOVEMENTS IN SAVANNA ENVIRONMENTS
F. Rumiano, C. Gaucherel, P. Degenne, E. Miguel, S. Chamaillé-Jammes, H. Valls-Fox, D. Cornélis, M. de Garine-Wichatitsky, H. Fritz, A. Caron, and A. Tran
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 631–638, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-631-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-631-2021, 2021
29 Jun 2021
MAPPING COASTAL AND WETLAND VEGETATION COMMUNITIES USING MULTI-TEMPORAL SENTINEL-2 DATA
P. Villa, C. Giardino, S. Mantovani, D. Tapete, A. Vecoli, and F. Braga
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 639–644, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-639-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-639-2021, 2021
29 Jun 2021
AN INVERSION APPROACH FOR BIOCHEMICAL PARAMETERS OF VEGETATION BASED ON THE PROSPECT-5 MODEL
X. Xing, X. Zheng, and J. Liu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 645–650, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-645-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-645-2021, 2021
ICWG III/II – Planetary Remote Sensing and Mapping
29 Jun 2021
SENTINEL-2A BASED IMPERVIOUSNESS MONITORING OF URBAN BUILT ENVIRONMENT
D. Halder and R. D. Garg
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 651–657, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-651-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-651-2021, 2021
29 Jun 2021
FURTHER ADVENTURES IN MARS DTM QUALITY: SMOOTHING ERRORS, SHARPENING DETAILS
R. L. Kirk, D. Mayer, B. L. Redding, D. M. Galuszka, R. L. Fergason, T. M. Hare, and K. Gwinner
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 659–666, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-659-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-659-2021, 2021
29 Jun 2021
3D MULTI-RESOLUTION MAPPING OF MARS USING CASP-GO ON HRSC, CRISM, CTX AND HIRISE
J.-P. Muller, Y. Tao, A. R. D. Putri, and S. J. Conway
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 667–671, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-667-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-667-2021, 2021
29 Jun 2021
DETECTING THE SOURCES OF ICE BLOCK FALLS AT THE MARTIAN NORTH POLAR SCARPS BY ANALYSIS OF MULTI-TEMPORAL HIRISE IMAGERY
S. Su, L. Fanara, X. Zhang, K. Gwinner, E. Hauber, and J. Oberst
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 673–678, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-673-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-673-2021, 2021
ICWG III/IVa – Disaster Assessment, Monitoring and Management
29 Jun 2021
LANDSLIDE DETECTION IN CENTRAL AMERICA USING THE DIFFERENTIAL BARE SOIL INDEX
A. Ariza, N. A. Davila, H. Kemper, and G. Kemper
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 679–684, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-679-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-679-2021, 2021
29 Jun 2021
DEVELOPMENT OF A GEO-ANALYTICS PLATFORM FOR POST-DISASTER GROUND ASSESSMENT
K. Atasoy and S. Kocaman
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 685–692, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-685-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-685-2021, 2021
29 Jun 2021
SUPERVISED CLASSIFICATION METHODS FOR AUTOMATIC DAMAGE DETECTION CAUSED BY HEAVY RAINFALL USING MULTITEMPORAL HIGH RESOLUTION OPTICAL IMAGERY AND AUXILIARY DATA
A. Cerbelaud, L. Roupioz, G. Blanchet, P. Breil, and X. Briottet
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 693–700, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-693-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-693-2021, 2021
29 Jun 2021
THE USE OF SENTINEL 1/2 VEGETATION INDEXES WITH GEE TIME SERIES DATA IN DETECTING LAND COVER CHANGES IN THE SINOP NUCLEAR POWER PLANT CONSTRUCTION SITE
E. Çolak, M. Chandra, and F. Sunar
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 701–706, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-701-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-701-2021, 2021
29 Jun 2021
AUTOMATED DETECTION OF COLLAPSED BUILDINGS WITH USE OF OPTICAL AND SAR IMAGES, CASE STUDY: IZMIR EARTHQUAKE ON OCTOBER 30TH, 2020
O. Ekmekcioglu and N. Demir
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 707–712, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-707-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-707-2021, 2021
29 Jun 2021
AERIAL PHOTOGRAMMETRY AND MACHINE LEARNING BASED REGIONAL LANDSLIDE SUSCEPTIBILITY ASSESSMENT FOR AN EARTHQUAKE PRONE AREA IN TURKEY
G. Karakas, S. Kocaman, and C. Gokceoglu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 713–720, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-713-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-713-2021, 2021
29 Jun 2021
PIXEL BASED LANDSLIDE IDENTIFICATION USING LANDSAT 8 AND GEE
P. Singh, V. Maurya, and R. Dwivedi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 721–726, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-721-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-721-2021, 2021
29 Jun 2021
UAV PHOTOGRAMMETRY AND VHR SATELLITE IMAGERY FOR EMERGENCY MAPPING. THE OCTOBER 2020 FLOOD IN LIMONE PIEMONTE (ITALY)
L. Teppati Losè, F. Chiabrando, F. Giulio Tonolo, and A. Lingua
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 727–734, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-727-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-727-2021, 2021
29 Jun 2021
SPATIOTEMPORAL CHANGE ANALYSIS OF THE PROTECTED AREAS: A CASE STUDY – İĞNEADA FLOODPLAIN FORESTS
M. Toker, E. Çolak, and F. Sunar
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 735–740, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-735-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-735-2021, 2021
29 Jun 2021
AUTOMATED BUILDING SEGMENTATION AND DAMAGE ASSESSMENT FROM SATELLITE IMAGES FOR DISASTER RELIEF
X. Yuan, S. M. Azimi, C. Henry, V. Gstaiger, M. Codastefano, M. Manalili, S. Cairo, S. Modugno, M. Wieland, A. Schneibel, and N. Merkle
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 741–748, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-741-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-741-2021, 2021
ICWG III/IVb – Remote Sensing Data Quality
29 Jun 2021
RESEARCH ON EVALUATION METHOD OF REAL ESTATE REGISTRATION DATA QUALITY
C. X. Chen, H. Zhang, K. Jiang, H. T. Zhao, W. Xie, C. He, and S. Yin
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 749–754, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-749-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-749-2021, 2021
29 Jun 2021
ONBOARD/ON-GROUND IMAGE PROCESSING CHAIN FOR HIGH-RESOLUTION EARTH OBSERVATION SATELLITES
E. Cucchetti, C. Latry, G. Blanchet, J.-M. Delvit, and M. Bruno
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 755–762, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-755-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-755-2021, 2021
29 Jun 2021
HORIZONTAL ACCURACY ASSESSMENT OF GOOGLE EARTH DATA OVER TYPICAL REGIONS OF AUSTRALIA USING WORLDVIEW
J. Guo, H. J. Tu, H. Li, Y. Zhao, and J. Zhou
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 763–768, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-763-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-763-2021, 2021
29 Jun 2021
QUALITY ASSESSMENT OF LAND COVER CLASSIFICATION PRODUCTS BASED ON THE FUZZY–AHP SYNTHESIS MODEL
L. Lv, H. Chen, W. Xie, Z. Tian, and Y. Chen
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 769–773, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-769-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-769-2021, 2021
29 Jun 2021
QUALITY INSPECTION FOR BLOCK ADJUSTMENT OF THE ZY3 STEREO SATELLITE IMAGERY
H. J. Tu, Y. Zhao, J. Guo, J. Zhou, S. B. Dou, and C. X. Chen
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 775–781, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-775-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-775-2021, 2021
29 Jun 2021
QUALITY INSPECTION AND COMMON ISSUES ANALYSIS OF 10 METER RESOLUTION GLOBAL LAND COVER DATA
W. J. Xie, H. P. Chen, L. B. Lv, Y. H. Chen, and M. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 783–790, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-783-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-783-2021, 2021
29 Jun 2021
RESEARCH ON QUALITY FRAMEWORK OF REAL SCENE 3D MODEL BASED ON OBLIQUE PHOTOGRAMMETRY
Y. M. Xu, J. X. Zhang, H. T. Zhao, C. X. Chen, and W. J. Mao
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 791–796, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-791-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-791-2021, 2021
29 Jun 2021
RADIOMETRIC QUALITY ASSESSMENT FOR MAXAR HD IMAGERY
I. Yalcin, S. Kocaman, S. Saunier, and C. Albinet
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 797–804, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-797-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-797-2021, 2021
29 Jun 2021
ANALYSIS ON PROCESS QUALITY CONTROL TECHNOLOGY OF GEOGRAPHICAL NATIONAL CONDITIONS MONITORING
S. Yin, H. T. Zhao, C. X. Chen, B. Q. Yao, and J. Zhou
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 805–809, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-805-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-805-2021, 2021
29 Jun 2021
A PRAXIS ON DATA QUALITY EVALUATION OF UNDERGROUND PIPELINE
H. T. Zhao, J. Zhou, C. F. Jing, and X. F. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 811–816, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-811-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-811-2021, 2021
ICWG III/IVc – Environment and Health
29 Jun 2021
LONG-TERM MONITORING OF ENVIRONMENTAL CHANGES ALONG CHINA-EUROPE RAILWAY EXPRESS (CER EXPRESS) USING MULTI-SOURCE REMOTELY SENSED DATA
B. Ma, X. Guo, J. Jiang, D. Culibrk, S. Ding, M. Vilotic, and Y. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 817–822, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-817-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-817-2021, 2021
TS – Image-to-Image Translation in Remote Sensing
29 Jun 2021
EVALUATION OF SAR TO OPTICAL IMAGE TRANSLATION USING CONDITIONAL GENERATIVE ADVERSARIAL NETWORK FOR CLOUD REMOVAL IN A CROP DATASET
L. E. Christovam, M. H. Shimabukuro, M. L. B. T. Galo, and E. Honkavaara
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 823–828, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-823-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-823-2021, 2021
TS – LULC Change Detection and Updating
29 Jun 2021
EVALUATION OF SEMI-SUPERVISED LEARNING FOR CNN-BASED CHANGE DETECTION
E. Bousias Alexakis and C. Armenakis
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 829–836, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-829-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-829-2021, 2021
29 Jun 2021
SOCIOECONOMIC DRIVERS OF LAND USE INTENSIFICATION IN FIJI ISLANDS: A GEOGRAPHICAL APPROACH
D. L. Cornelio
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 837–842, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-837-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-837-2021, 2021
29 Jun 2021
PROMISING ADVANCES OF AMAZONIAN MONITORING SYSTEMS THROUGHOUT VANGUARD TECHNOLOGY AND SCIENTIFIC KNOWLEDGE
L. S. Soler, D. E. Silva, C. Messias, T. C. Lima, B. M. P. Bento, J. J. de Souza, J. Doblas, D. Moraes, and C. Almeida
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 843–849, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-843-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-843-2021, 2021
29 Jun 2021
DEFORESTATION DETECTION IN THE AMAZON RAINFOREST WITH SPATIAL AND CHANNEL ATTENTION MECHANISMS
P. Tovar, M. O. Adarme, and R. Q. Feitosa
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 851–858, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-851-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-851-2021, 2021
29 Jun 2021
STUDY ON THE CHARACTERISTICS OF BEIJING SUBSIDENCE BASED ON PS-INSAR/LEVELING AND PRIMARY INVESTIGATION OF THE RELATIONSHIP WITH FAULT ZONE
X. Q. Wang, P. Zhang, Y. S. Wang, and Z. Y. Sun
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 859–864, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-859-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-859-2021, 2021
29 Jun 2021
DEFORESTATION MAPPING USING SENTINEL-1 AND OBJECT-BASED RANDOM FOREST CLASSIFICATION ON GOOGLE EARTH ENGINE
V. Yordanov and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 865–872, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-865-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-865-2021, 2021
TS – New Approaches in Radio Sciences for Disaster Management and Remote Sensing
29 Jun 2021
LARGE-SCALE SUBSIDENCE GEOHAZARD MONITORING WITH SENTINEL-1 SAR INTERFEROMETRY IN CENTRAL LISHUI (CHINA)
T. Qu, Z. Su, H. Yang, X. Shi, and W. Shao
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 873–878, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-873-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-873-2021, 2021
TS – Unconventional Application for Geo-spatial Deep Learning
29 Jun 2021
3D URBAN CHANGE DETECTION WITH POINT CLOUD SIAMESE NETWORKS
I. de Gélis, S. Lefèvre, and T. Corpetti
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 879–886, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-879-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-879-2021, 2021
29 Jun 2021
EVALUATING VISUAL IMPRESSIONS BASED ON GAZE ANALYSIS AND DEEP LEARNING: A CASE STUDY OF ATTRACTIVENESS EVALUATION OF STREETS IN DENSELY BUILT-UP WOODEN RESIDENTIAL AREA
T. Oki and S. Kizawa
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 887–894, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-887-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-887-2021, 2021
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