BINARY HYPERSPECTRAL CHANGE DETECTION BASED ON 3D CONVOLUTION DEEP LEARNING

Seydi, S. T.; Hasanlou, M.

doi:https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1629-2020

OIL SPILL DETECTION IN THE CASPIAN SEA WITH A SAR IMAGE USING A DENSENET MODEL

F. Barzegar, S. T. Seydi, S. Farzaneh, and M. A. Sharifi

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W1-2022, 95–100, https://doi.org/10.5194/isprs-annals-X-4-W1-2022-95-2023,https://doi.org/10.5194/isprs-annals-X-4-W1-2022-95-2023, 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

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

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

M. Saadat, M. Hasanlou, and S. Homayouni

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 897–904, https://doi.org/10.5194/isprs-archives-XLII-4-W18-897-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-897-2019, 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

A DEEP LEARNING FRAMEWORK FOR ROADS NETWORK DAMAGE ASSESSMENT USING POST-EARTHQUAKE LIDAR DATA

S. T. Seydi and H. Rastiveis

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 955–961, https://doi.org/10.5194/isprs-archives-XLII-4-W18-955-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-955-2019, 2019

TRANSFORMATION BASED ALGORITHMS FOR CHANGE DETECTION IN FULL POLARIMETRIC REMOTE SENSING IMAGES

S. T. Seydi and R. Shahhoseini

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 963–967, https://doi.org/10.5194/isprs-archives-XLII-4-W18-963-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-963-2019, 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

HYPERSPECTRAL CHANGE DETECTION IN WETLAND AND WATER-BODY AREAS BASED ON MACHINE LEARNING

M. Ahangarha, S. T. Seydi, and R. Shahhoseini

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 19–24, https://doi.org/10.5194/isprs-archives-XLII-4-W18-19-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-19-2019, 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

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

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

GENETIC ALGORITHM BASED FEATURE SELECTION FOR LANDSLIDE SUSCEPTIBILITY MAPPING IN NORTHERN IRAN

Z. Nikraftar, S. Rajabi-Kiasari, and S. T. Seydi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 821–825, https://doi.org/10.5194/isprs-archives-XLII-4-W18-821-2019,https://doi.org/10.5194/isprs-archives-XLII-4-W18-821-2019, 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

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

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

BINARY HYPERSPECTRAL CHANGE DETECTION BASED ON 3D CONVOLUTION DEEP LEARNING

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