ISPRS-ARCHIVES - Relations - RICE CROP MAPPING USING SENTINEL-1 TIME SERIES IMAGES (CASE STUDY: MAZANDARAN, IRAN)

FLOOD SUSCEPTIBILITY MODELLING USING GEOSPATIAL-BASED MULTI-CRITERIA DECISION MAKING IN LARGE SCALE AREAS

R. Sahraei, Y. Kanani-Sadat, A. Safari, and S. Homayouni

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W1-2022, 677–683, https://doi.org/10.5194/isprs-annals-X-4-W1-2022-677-2023,https://doi.org/10.5194/isprs-annals-X-4-W1-2022-677-2023, 2023

AUTOMATIC ROAD CRACK RECOGNITION BASED ON DEEP LEARNING NETWORKS FROM UAV IMAGERY

F. Samadzadegan, F. Dadrass Javan, M. Hasanlou, M. Gholamshahi, and F. Ashtari Mahini

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W1-2022, 685–690, https://doi.org/10.5194/isprs-annals-X-4-W1-2022-685-2023,https://doi.org/10.5194/isprs-annals-X-4-W1-2022-685-2023, 2023

POINTNET++ TRANSFER LEARNING FOR TREE EXTRACTION FROM MOBILE LIDAR POINT CLOUDS

D. Shokri, M. Zaboli, F. Dolati, and S. Homayouni

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W1-2022, 721–727, https://doi.org/10.5194/isprs-annals-X-4-W1-2022-721-2023,https://doi.org/10.5194/isprs-annals-X-4-W1-2022-721-2023, 2023

A COMPARISON OF TREE-BASED REGRESSION MODELS FOR SOIL MOISTURE ESTIMATION USING SAR DATA

Z. Akhavan, M. Hasanlou, and M. Hosseini

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W1-2022, 37–42, https://doi.org/10.5194/isprs-annals-X-4-W1-2022-37-2023,https://doi.org/10.5194/isprs-annals-X-4-W1-2022-37-2023, 2023

A COMPARATIVE STUDY OF MACHINE LEARNING CLASSIFIERS FOR CROP TYPE MAPPING USING VEGETATION INDICES

S. Asgari and M. Hasanlou

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W1-2022, 79–85, https://doi.org/10.5194/isprs-annals-X-4-W1-2022-79-2023,https://doi.org/10.5194/isprs-annals-X-4-W1-2022-79-2023, 2023

RAPID AUTOMATIC DETECTION OF COVID-19 IN CHEST CT IMAGES USING VGG-16 AND TRANSFER LEARNING

M. Gomroki, R. Shah-Hosseini, and M. Hasanlou

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W2-2022, 39–44, https://doi.org/10.5194/isprs-archives-XLVIII-4-W2-2022-39-2023,https://doi.org/10.5194/isprs-archives-XLVIII-4-W2-2022-39-2023, 2023

Convolutional neural network and long short-term memory models for ice-jam predictions

Fatemehalsadat Madaeni, Karem Chokmani, Rachid Lhissou, Saeid Homayouni, Yves Gauthier, and Simon Tolszczuk-Leclerc

The Cryosphere, 16, 1447–1468, https://doi.org/10.5194/tc-16-1447-2022,https://doi.org/10.5194/tc-16-1447-2022, 2022

Short summary

A COMPARISON OF MACHINE LEARNING MODELS FOR SOIL SALINITY ESTIMATION USING MULTI-SPECTRAL EARTH OBSERVATION DATA

A. Zarei, M. Hasanlou, and M. Mahdianpari

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2021, 257–263, https://doi.org/10.5194/isprs-annals-V-3-2021-257-2021,https://doi.org/10.5194/isprs-annals-V-3-2021-257-2021, 2021

BINARY HYPERSPECTRAL CHANGE DETECTION BASED ON 3D CONVOLUTION DEEP LEARNING

S. T. Seydi and M. Hasanlou

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 1629–1633, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1629-2020,https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1629-2020, 2020

ESTIMATING CANOLA’S BIOPHYSICAL PARAMETERS FROM TEMPORAL, SPECTRAL, AND POLARIMETRIC IMAGERY USING MACHINE LEARNING APPROACHES

O. Reisi Gahrouei, S. Homayouni, and A. Safari

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 885–889, https://doi.org/10.5194/isprs-archives-XLII-4-W18-885-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-885-2019, 2019

CLASSIFIER FUSION OF POLSAR, HYPERSPECTRAL AND PAN REMOTE SENSING DATA FOR IMPROVING LAND USE CLASSIFICATION

R. Saadi, M. Hasanlou, and A. Safari

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 913–916, https://doi.org/10.5194/isprs-archives-XLII-4-W18-913-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-913-2019, 2019

INVESTIGATION OF FOREST CANOPY DENSITY CHANGES IN HYRCANIAN FOREST RESOURCES DURING 1987 TO 2002 USING REMOTE SENSING TECHNOLOGY

M. Taefi Feijani, S. Azadnejad, S. Homayouni, and M. Moradi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 1031–1034, https://doi.org/10.5194/isprs-archives-XLII-4-W18-1031-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-1031-2019, 2019

FULL POLARIMETRIC UAVSAR IMAGE CHANGE DETECTION BASED ON CHANGE INDICES

L. Yousefizadeh, R. Shahhoseini, and S. Homayouni

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 1107–1111, https://doi.org/10.5194/isprs-archives-XLII-4-W18-1107-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-1107-2019, 2019

INVESTIGATING OF FOREST CHANGE IN GOLESTAN PROVINCE USING LANDSAT IMAGE

M. Zoraghi, R. Saadi, and M. Hasanlou

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 1159–1162, https://doi.org/10.5194/isprs-archives-XLII-4-W18-1159-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-1159-2019, 2019

ESTIMATING WATER LEVEL IN THE URMIA LAKE USING SATELLITE DATA: A MACHINE LEARNING APPROACH

M. Boueshagh and M. Hasanlou

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 219–226, https://doi.org/10.5194/isprs-archives-XLII-4-W18-219-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-219-2019, 2019

IMPACT OF POLARIMETRIC SAR SPECKLE REDUCTION ON CLASSIFICATION OF AGRICULTURE LANDS

R. Farhadiani, S. Homayouni, and A. Safari

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 379–385, https://doi.org/10.5194/isprs-archives-XLII-4-W18-379-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-379-2019, 2019

BUILDING FLOOR PLAN RECONSTRUCTION FROM SLAM-BASED POINT CLOUD USING RANSAC ALGORITHM

M. Hossein Pouraghdam, M. Saadatseresht, H. Rastiveis, A. Abzal, and M. Hasanlou

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 483–488, https://doi.org/10.5194/isprs-archives-XLII-4-W18-483-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-483-2019, 2019

ASSESSING AND COMPARING THE PERFORMANCE OF ENDMEMBER EXTRACTION METHODS IN MULTIPLE CHANGE DETECTION USING HYPERSPECTRAL DATA

H. Jafarzadeh and M. Hasanlou

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 571–575, https://doi.org/10.5194/isprs-archives-XLII-4-W18-571-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-571-2019, 2019

HARMFUL ALGAL BLOOMS MONITORING USING SENTINEL-2 SATELLITE IMAGES

M. H. Khalili and M. Hasanlou

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 609–613, https://doi.org/10.5194/isprs-archives-XLII-4-W18-609-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-609-2019, 2019

COMPARISON OF DECOMPOSITION METHODS OVER AGRICULTURAL FIELDS USING THE UAVSAR POLARIMETRIC SYNTHETIC APERTURE RADAR

E. Kiana, S. Homayouni, M. A. Sharifi, and M. R. Farid-Rohani

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 649–653, https://doi.org/10.5194/isprs-archives-XLII-4-W18-649-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-649-2019, 2019

INSAR TIME SERIES INVESTIGATION OF LAND SURFACE DEFORMATION IN AZAR OIL FIELD

Z. Mirzaii, M. Hasanlou, S. Samieie-Esfahany, M. Rojhani, and P. Ajourlou

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 733–736, https://doi.org/10.5194/isprs-archives-XLII-4-W18-733-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-733-2019, 2019

AIR POLLUTION ESTIMATION USING AEROSOL OPTICAL THICKNESS BY OLI IMAGES IN TEHRAN

S. M. Mozafari, M. Hasanlou, and H. Arefi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 779–782, https://doi.org/10.5194/isprs-archives-XLII-4-W18-779-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-779-2019, 2019

LAND COVER CHANGES DETECTION IN POLARIMETRIC SAR DATA USING ALGEBRA, SIMILARITY AND DISTANCE BASED METHODS

A. Najafi, M. Hasanlou, and V. Akbari

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W4, 195–200, https://doi.org/10.5194/isprs-archives-XLII-4-W4-195-2017,https://doi.org/10.5194/isprs-archives-XLII-4-W4-195-2017, 2017

EVALUATION OF MULTIPLE KERNEL LEARNING ALGORITHMS FOR CROP MAPPING USING SATELLITE IMAGE TIME-SERIES DATA

S. Niazmardi, A. Safari, and S. Homayouni

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W4, 201–207, https://doi.org/10.5194/isprs-archives-XLII-4-W4-201-2017,https://doi.org/10.5194/isprs-archives-XLII-4-W4-201-2017, 2017

SPATIAL AND TEMPORAL ANALYSIS OF SEA SURFACE SALINITY USING SATELLITE IMAGERY IN GULF OF MEXICO

S. Rajabi, M. Hasanlou, and A. R. Safari

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W4, 219–223, https://doi.org/10.5194/isprs-archives-XLII-4-W4-219-2017,https://doi.org/10.5194/isprs-archives-XLII-4-W4-219-2017, 2017

TREND ANALYSIS OF SOIL SALINITY IN DIFFERENT LAND COVER TYPES USING LANDSAT TIME SERIES DATA (CASE STUDY BAKHTEGAN SALT LAKE)

M. M. Taghadosi and M. Hasanlou

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W4, 251–257, https://doi.org/10.5194/isprs-archives-XLII-4-W4-251-2017,https://doi.org/10.5194/isprs-archives-XLII-4-W4-251-2017, 2017

WIND WAVE NUMERICAL MODELING IN THE CASPIAN SEA

R. Mahmoodi, A. A. Ardalan, and M. Hasanlou

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W4, 513–516, https://doi.org/10.5194/isprs-archives-XLII-4-W4-513-2017,https://doi.org/10.5194/isprs-archives-XLII-4-W4-513-2017, 2017

INVESTIGATING AND MODELLING EFFECTS OF CLIMATICALLY AND HYDROLOGICALLY INDICATORS ON THE URMIA LAKE COASTLINE CHANGES USING TIME SERIES ANALYSIS

M. Ahmadijamal and M. Hasanlou

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W4, 5–9, https://doi.org/10.5194/isprs-archives-XLII-4-W4-5-2017,https://doi.org/10.5194/isprs-archives-XLII-4-W4-5-2017, 2017

THERMAL AND VISIBLE SATELLITE IMAGE FUSION USING WAVELET IN REMOTE SENSING AND SATELLITE IMAGE PROCESSING

A. H. Ahrari, M. Kiavarz, M. Hasanlou, and M. Marofi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W4, 11–15, https://doi.org/10.5194/isprs-archives-XLII-4-W4-11-2017,https://doi.org/10.5194/isprs-archives-XLII-4-W4-11-2017, 2017

ASSESSMENT OF NORMALIZATION TECHNIQUES ON THE ACCURACY OF HYPERSPECTRAL DATA CLUSTERING

A. Alizadeh Naeini, M. Babadi, and S. Homayouni

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W4, 27–30, https://doi.org/10.5194/isprs-archives-XLII-4-W4-27-2017,https://doi.org/10.5194/isprs-archives-XLII-4-W4-27-2017, 2017

GRAPH-BASED SEMI-SUPERVISED HYPERSPECTRAL IMAGE CLASSIFICATION USING SPATIAL INFORMATION

N. Jamshidpour, S. Homayouni, and A. Safari

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W4, 91–96, https://doi.org/10.5194/isprs-archives-XLII-4-W4-91-2017,https://doi.org/10.5194/isprs-archives-XLII-4-W4-91-2017, 2017

ESTIMATING SOIL MOISTURE USING POLSAR DATA: A MACHINE LEARNING APPROACH

E. Khedri, M. Hasanlou, and A. Tabatabaeenejad

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W4, 133–137, https://doi.org/10.5194/isprs-archives-XLII-4-W4-133-2017,https://doi.org/10.5194/isprs-archives-XLII-4-W4-133-2017, 2017

FEASIBILITY STUDY OF LANDSAT-8 IMAGERY FOR RETRIEVING SEA SURFACE TEMPERATURE (CASE STUDY PERSIAN GULF)

F. Bayat and M. Hasanlou

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B8, 1107–1110, https://doi.org/10.5194/isprs-archives-XLI-B8-1107-2016,https://doi.org/10.5194/isprs-archives-XLI-B8-1107-2016, 2016

OCEAN COLOR RETRIEVAL USING LANDSAT-8 IMAGERY IN COASTAL CASE 2 WATERS (CASE STUDY PERSIAN AND OMAN GULF)

N. Moradi, M. Hasanlou, and M. Saadatseresht

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B8, 1161–1164, https://doi.org/10.5194/isprs-archives-XLI-B8-1161-2016,https://doi.org/10.5194/isprs-archives-XLI-B8-1161-2016, 2016

NOVEL SNOW DEPTH RETRIEVAL METHOD USING TIME SERIES SSMI PASSIVE MICROWAVE IMAGERY

Z. Nikraftar, M. Hasanlou, and M. Esmaeilzadeh

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B8, 525–530, https://doi.org/10.5194/isprs-archives-XLI-B8-525-2016,https://doi.org/10.5194/isprs-archives-XLI-B8-525-2016, 2016

RICE CROP MAPPING USING SENTINEL-1 TIME SERIES IMAGES (CASE STUDY: MAZANDARAN, IRAN)

Related authors

Useful Links

Useful External Links

Our Contact