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Papers
Papers
Hyperspectral Dimension Reduction
- Band Selection and Dimension Estimation for Hyperspectral Imagery—a New Approach Based on Invasive Weed Optimization
P. Pahlavani, M. Hasanlou and S. Talebi Nahr
Journal of the Indian Society of Remote Sensing, 2017
- Utilizing Intrinsic Dimension Estimation Methods using RADAR imagery, high resolution satellite imagery, and LIDAR data for extracting specific urban features
P. Pahlavani and M. Hasanlou
Journal of Sepehr, 2016
- SVM-based hyperspectral image classification using intrinsic dimension
M. Hasanlou, F. Samadzadegan and S. Homayouni
Arabian Journal of Geosciences, 2015
- Comparative study of intrinsic dimensionality estimation and dimension reduction techniques on hyperspectral images using K-NN classifier
M. Hasanlou and F. Samadzadegan
IEEE Geoscience and Remote Sensing Letters, 2012
- Intrinsic Dimensionality Estimation in Hyperspectral Images
M. Hasanlou and F. Samadzadegan
Journal of Geomatics Science and Technology, 2014
Targect Detection Algorithms
- Earthquake Damage Region Detection by Multi-Temporal Coherence Map Analysis of Radar and Multispectral Imagery
M. Hasanlou, R.Shah-Hosseini, S.T. Seydi, S. Karimzadeh, and M. Matsuoka
Remote Sensing, 2021
- Improving hyperspectral sub-pixel target detection in multiple target signatures using a revised replacement signal model
M. Khoshboresh-Masouleh and M. Hasanlou
European Journal of Remote Sensing, 2020
Change Detection Algorithms
- Improved land cover map of Iran using Sentinel imagery within GEE and a novel automatic workflow for land cover classification using migrated training samples
A. Ghorbanian, M. Kakooei, M. Amani, S. Mahdavi, A. Mohammadzadeh, and M. Hasanlou
ISPRS Journal of Photogrammetry and Remote Sensing, 2020
- A New End-to-End Multi-Dimensional CNN Framework for Land Cover/Land Use Change Detection in Multi-Source Remote Sensing Datasets
T. Seydi, M. Hasanlou and M. Amani
Remote Sensing, 2020
- An Unsupervised Binary and Multiple Change Detection Approach for Hyperspectral Imagery Based on Spectral Unmixing
H. Jafarzadeh and M. Hasanlou
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019
- A Sub-pixel Multiple Change Detection Approach for Hyperspectral Imagery
M. Hasanlou, S. T. Seydi and R. Shah-Hoseini
Canadian Journal of Remote Sensing, 2019
- Change Detection Using Distance-Based Algorithms between Synthetic Aperture Radar Polarimetric Decompositions
A. Najafi, M. Hasanlou and V. Akbari
International Journal of Remote Sensing, 2019
- Hyperspectral Change Detection: An Experimental Comparative Study
M. Hasanlou and S. T. Seydi
International Journal of Remote Sensing, 2018
Hyperspectral Change Datasets (USA and China )
- Land Cover Changes Detection in Polarimetric SAR Data Using Direct, Similarity and Distance Based Methods
A. Najafi, M. Hasanlou and V. Akbari
SMPR 2017, 2017
- Automatic Change Detection in Remotely Sensed Hyperspectral Imagery (Case study: Wetlands and Waterbodies)
M. Hasanlou and S. T. Seydi
Earth Observation and Geospatial Engineering, 2018
- Improving Land Cover Change Detection using Kernel Spectral Angle Mapper Approach in Hyperspectral Images
M. Hasanlou, S. T. Seydi and A. Seydi
Journal of Geospatial Information Technology, 2018
- A new land cover similarity based change detection for Hyperspectral imagery
T. Seydi and M. Hasanlou
European Journal of Remote Sensing, 2017
- Fusion of Similarity and Distance based Methods for Land cover Change Detection using Hyperspectral Imagery
T. Seydi and M. Hasanlou
Journal of Geomatics Science and Technology, 2017
- Novel Wetland and Water Body Change Detection Using Multi Temporal Hyperspectral Imagery
M. Hasanlou and S. T. Seydi
International Water Conference 2016 (IWC2016), 2016.
- Land Cover Change Detection Based on Genetically Feature Selection and Image Algebra Using Hyperion Hyperspectral Imagery
M. Hasanlou and S. T. Seydi
SMPR 2015, 2015
Pansharpening
- Sensitivity Analysis of Pansharpening in Hyperspectral Change Detection
M. Hasanlou and S. T. Seydi
Applied Geomatics, 2018
- Quality assessment of pan-sharpening methods in high-resolution satellite images using radiometric and geometric index
M. Hasanlou and M. R. Saradjian
Arabian Journal of Geoscience, vol. 9, no. 1, p. 45, Jan. 2016
- Comparative Study on Performance of Pan-Sharpening Methods on Worldview-2 Image
M. Hasanlou, F. Samadzadegan and M. R. Saradjian
2011 Digital Globe - IEEE GRSS Data Fusion Contest.
Ocean Remote Sensing
- An efficient model for the prediction of SMAP sea surface salinity using machine learning approaches in the Persian Gulf
S. Rajabi-Kiasari and M. Hasanlou
International Journal of Remote Sensing, 2020
- Investigating Effects of Seafloor Topography on Sea Surface Currents in the Caspian Sea and Northern Indian Ocean
E. Ghalenoei, M. Hasanlou and MA. Sharifi
Journal of the Indian Society of Remote Sensing, 2018
- Monitoring of sea surface currents by using sea surface temperature and satellite altimetry data in the Caspian Sea
E. Ghalenoei and M. Hasanlou
Earth Observation and Geospatial Engineering, 2017
- Spatiotemporal monitoring of upwelled water motions using optical flow method in the Eastern Coasts of Caspian Sea
E. Ghalenoei, M. Hasanlou, MA Sharifi, S. Vignudelli and I. Foroughi
Journal of Applied Remote Sensing, 2017
Urban Remote Sensing
- Integration of genetic algorithm and multiple kernel support vector regression for modeling urban growth
H. Shafizadeh-Moghadam, A. Tayyebi, M. Ahmadlou, MR Delavar and M. Hasanlou
Computers, Environment and Urban Systems, 2017
- Feature selection of various land cover indices for monitoring Surface Heat Island in Tehran city using Landsat 8 imagery
N. Mostofi and M. Hasanlou
Journal of Environmental Engineering and Landscape Management, 2017
- Object Extraction from the WorldView-3 Sattelite Imagery Using Adaboost Algorithm with Haar-Like Features
M. Hasanlou and SH. Ahmadi Salianeh
Journal of Geomatics Science and Technology, 2017
- Feasibility Study of Detection Specific Urban Features Using High Spectral Resolution Satellite Imagery, LIDAR Data, and Fully Polarimetric RADAR Imagery
M. Hasanlou, P. Pahlavani, H. Amini and S. Talebi Nahr
Journal of Geomatics Science and Technology, 2016
Forest, Soil and Vegetation Remote Sensing
- Validation of Non-Linear Split Window Algorithm for Land Surface Temperature Estimation Using Sentinel-3 Satellite Imagery: Case Study; Tehran Province, Iran
A. Zarei, S. Ranjbar, R. Shah-Hoseini and M. Hasanlou
Advances in Space Research, 2021
- Developing Geographic Weighted Regression (GWR) Technique for Monitoring Soil Salinity using Sentinel-2 Multispectral Imagery
M. M. Taghadosi and M. Hasanlou
Environmental Earth Sciences, 2021
- Mapping Oak decline through long-term analysis of time series of satellite images in the forests of Malekshahi, Iran
S. Imanyfar, M. Hasanlou and V. MirzaeiZadeh
International Journal of Remote Sensing, 2019
- Soil Salinity Mapping Using SAR Sentinel-1 Data and Advanced Machine Learning Algorithms: A Case Study at Ben Tre Province of the Mekong River Delta
P. V. Hoa, N. V. Giang, N. A. Binh, L. V. H. Hai, T. Pham, M. Hasanlou, D. T. Bui
Remote Sensing, 2019
- Retrieval of Soil salinity from Sentinel-2 multispectral imagery
M. M. Taghadosi, M. Hasanlou and K. Eftekhari
European Journal of Remote Sensing, 2019
- Dielectric Constant Assessment and Monitoring of Backscattering Radar Data in Saline Soil Using Semi-Empirical Models
M. M. Taghadosi and M. Hasanlou
Geospatial Engineering Journal, 2019
- Soil Salinity Mapping Using Dual-Polarized SAR Sentinel-1 Imagery
M. M. Taghadosi, M. Hasanlou and K. Eftekhari
International Journal of Remote Sensing, 2018
- Urmia Lake Salinity Mapping Using Support Vector Regression and Landsat-8 Imagery
M. Hasanlou, M. Jamshidi, and M.T. Sattari
Hydrogeomorphology, 2018
- Effect of different SRFs on time series of spectral indices, between sentinel-2 and other sensors for the purpose of vegetation land cover monitoring
S. Imanyfar and M. Hasanlou
Journal of Geospatial Information Technology, 2017
- Remote sensing analysis of the extent and severity of oak decline in Malekshahi city, Ilam, Iran
S. Imanyfar and M. Hasanlou
Journal of Geospatial Information Technology, 2017
- Determining Effective Factors on Forest Fire Using the Compound of Geographically Weighted Regression and Genetic Algorithm, a Case Study: Golestan, Iran
A. Raei, P. Pahlavani and M. Hasanlou
Journal of Geospatial Information Technology, 2016
SAR Polarimetry Remote Sensing
- Machine learning inversion approach for soil parameters estimation over vegetated agricultural areas using a combination of WCM and CIEM
S. Ranjbar, A. Zarei, M. Hasanlou, M. Akhoondzadeh, J. Amini, and M. Amani
Journal of Applied Remote Sensing, 2021
- Decomposition Based Soil Moisture Estimation Using UAVSAR Fully Polarimetric Images
Z. Akhavan, M. Hasanlou, M. Hosseini, and H. McNairn
Agronomy, 2021
- Using scattering decomposition to improve the estimation of the topography-induced polarization orientation angle
M. Jafari, H. Arefi and M. Hasanlou
Remote Sensing Letters, 2019
- SRTM DEM enhancement using a single set of PolSAR data based on the polarimetry-clinometry model
M. Jafari, M. Hasanlou and H. Arefi
International Journal of Remote Sensing, 2019
- Soil Moisture Linear Modeling by Using Decomposition and Selection of Fully Polarized SAR Features
E. Khedri and M. Hasanlou
Journal of Geospatial Information Technology, 2018
- Classifying UAVSAR PolSAR imagery using target decomposition features
G. Alijani, M. Hasanlou and Z. Azizi
Proceedings of 2nd International Electronic Conference on Remote Sensing, 2018
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Estimating soil moisture using PolSAR data: a machine learning approach
E. Khedri, M. Hasanlou and A. Tabatabaeenejad
International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2017
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Semi-analytical soil moisture retrieval using PolSAR imageryg approach
E. Khedri, M. Hasanlou and A. Tabatabaeenejad
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2017