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Mahdi Hasanlou

Associate Professor

Update: 2024-12-28

Mahdi Hasanlou

College of Engineering / Surveying Engineering

Journal Paper

  1. "Quantifying urban air quality through multispectral satellite imagery and Google earth Engine"
    Faezeh Zamiri Aghdam, Mahdi Hasanlou, Milad Dehghanijabbarlou
    JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS, Vol. 261, 2024
  2. "EMYNet-BDD: EfficientViTB Meets Yolov8 in the Encoder–Decoder Architecture for Building Damage Detection Using Postevent Remote Sensing Images"
    Masoumeh Gomroki, Mahdi Hasanlou, Jocelyn Chanussot, Danfeng Hong
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp.13120-13134, 2024
  3. "Exploring the Potential of PRISMA Satellite Hyperspectral Image for Estimating Soil Organic Carbon in Marvdasht Region, Southern Iran"
    Mehdi Golkar Amoli, Mahdi Hasanlou, Ruhollah Faghizadeh-Mehrjerdi, Farhad Samadzadegan
    Remote Sensing, Vol. 16, No 12, 2024
  4. "A novel deep Siamese framework for burned area mapping Leveraging mixture of experts"
    Seyd teymur Seydi, Mahdi Hasanlou, Jocelyn Chanussot
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 133, pp.1-18, 2024
  5. "Automatic 3D Multiple Building Change Detection Model Based on Encoder–Decoder Network Using Highly Unbalanced Remote Sensing Datasets"
    Masoumeh Gomroki, Mahdi Hasanlou, Jocelyn Chanussot
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 16, No 1, pp.10311-10325, 2023
  6. "Leveraging involution and convolution in an explainable building damage detection framework"
    Seyd teymur Seydi, Mahdi Hasanlou, Jocelyn Chanussot, Pedram Ghamisi
    European Journal of Remote Sensing, Vol. 51, No 1, pp.1-21, 2023
  7. "Unsupervised building change detection in VHR images using improved PCA-KMeans algorithm"
    Niloufar Soheili, Mahdi Hasanlou, Masoumeh Gomroki
    Earth Observation and Geomatics Engineering, Vol. 7, No 1, pp.1-7, 2023
  8. "Monitoring and estimating coastal upwelling using Sentinel-3 satellite imagery (case study: The Caspian Sea)"
    Faezeh Ghorbani Afzal, Mahdi Hasanlou, Saeed Rajabi
    CONTINENTAL SHELF RESEARCH, Vol. 261, No 1, 2023
  9. "BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net"
    Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot, Pedram Ghamisi
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 16, No 1, pp.4232-4247, 2023
  10. "Iranian wetland inventory map at a spatial resolution of 10 m using Sentinel-1 and Sentinel-2 data on the Google Earth Engine cloud computing platform"
    MohammadAli Hemati, Mahdi Hasanlou, Masoud Mahdianpari, Fariba Mohammadimanesh
    ENVIRONMENTAL MONITORING AND ASSESSMENT, Vol. 195, No 5, 2023
  11. "STCD-EffV2T Unet: Semi Transfer Learning EfficientNetV2 T-Unet Network for Urban/Land Cover Change Detection Using Sentinel-2 Satellite Images"
    Masoumeh Gomroki, Mahdi Hasanlou, Peter Reinartz
    Remote Sensing, Vol. 15, No 5, 2023
  12. "Comparison of Machine Learning Algorithms for Flood Susceptibility Mapping"
    Seyd Teymoor Seydi, Yusof Kanani Sadat, Mahdi Hasanlou, Roya Sahraei, Jocelyn Chanussot, Meisam Amani
    Remote Sensing, Vol. 15, No 1, 2022
  13. "Automatic Mapping of Burned Areas Using Landsat 8 Time-Series Images in Google Earth Engine: A Case Study from Iran"
    Houri Gholamrezaie, Mahdi Hasanlou, Meisam Amani, S. Mohammad Mirmazloumi
    Remote Sensing, Vol. 14, No 24, 2022
  14. "A Convolutional Neural Network Method for Rice Mapping Using Time-Series of Sentinel-1 and Sentinel-2 Imagery"
    Mohammad Saadat, Seyd teymur Seydi, Mahdi Hasanlou, Saied Homayouni
    Agriculture-basel, Vol. 12, No 12, 2022
  15. "Burnt-Net: Wildfire burned area mapping with single post-fire Sentinel-2 data and deep learning morphological neural network"
    Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
    ECOLOGICAL INDICATORS, Vol. 140, No 1, 2022
  16. "A Quadratic Morphological Deep Neural Network Fusing Radar and Optical Data for the Mapping of Burned Areas"
    Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 15, No 1, pp.4194-4216, 2022
  17. "TCD-Net: A Novel Deep Learning Framework for Fully Polarimetric Change Detection Using Transfer Learning"
    Rezvan Habibollahi, Seyd Teymoor Seydi, Mahdi Hasanlou, Masoud Mahdianpari
    Remote Sensing, Vol. 14, No 3, 2022
  18. "DSMNN-Net: A Deep Siamese Morphological Neural Network Model for Burned Area Mapping Using Multispectral Sentinel-2 and Hyperspectral PRISMA Images"
    Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
    Remote Sensing, Vol. 13, No 24, 2021
  19. "A New Structure for Binary and Multiple Hyperspectral Change Detection Based on Spectral Unmixing and Convolutional Neural Network"
    Seyd teymur Seydi, Mahdi Hasanlou
    MEASUREMENT, Vol. 186, No 1, 2021
  20. "Oil Spill Detection Based on Multiscale Multidimensional Residual CNN for Optical Remote Sensing Imagery"
    Seyd Teymoor Seydi, Mahdi Hasanlou, Meisam Amani, Weimin Huang
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14, No 1, pp.10941-10952, 2021
  21. "Soil moisture retrieval improvement over agricultural fields by adding entropy–alpha dual-polarimetric decomposition features"
    Zeinab Akhavan, Mahdi Hasanlou, Mehdi Hosseini, Inbal Becker-Reshef
    Journal of Applied Remote Sensing, Vol. 15, No 3, 2021
  22. "A Systematic Review of Landsat Data for Change Detection Applications: 50 Years of Monitoring the Earth"
    MohammadAli Hemati, Mahdi Hasanlou, Masoud Mahdianpari, Fariba Mohammadimanesh
    Remote Sensing, Vol. 13, No 15, 2021
  23. "Earthquake Damage Region Detection by Multitemporal Coherence Map Analysis of Radar and Multispectral Imagery"
    Mahdi Hasanlou, Reza Shah Hosseini, Seyd Teymoor Seydi, Sadra Karimzadeh, Masashi Matsuoka
    Remote Sensing, Vol. 13, No 6, 2021
  24. "Developing geographic weighted regression (GWR) technique for monitoring soil salinity using sentinel-2 multispectral imagery"
    Mohammad Mahdi Taghadosi, Mahdi Hasanlou
    Environmental Earth Sciences, Vol. 80, No 3, pp.1-14, 2021
  25. "Decomposition-Based Soil Moisture Estimation Using UAVSAR Fully Polarimetric Images"
    Zeinab Akhavan, Mahdi Hasanlou, Mehdi Houseini, Heather Mcnairn
    Agronomy-Basel, Vol. 11, No 1, 2021
  26. "Improving hyperspectral sub-pixel target detection in multiple target signatures using a revised replacement signal model"
    Mehdi Khoshboresh Masouleh, Mahdi Hasanlou
    European Journal of Remote Sensing, Vol. 53, No 1, pp.316-330, 2020
  27. "A New End-to-End Multi-Dimensional CNN Framework for Land Cover/Land Use Change Detection in Multi-Source Remote Sensing Datasets"
    Seyed Teymoor Seydi, Mahdi Hasanlou, Meisam Amani
    Remote Sensing, Vol. 12, No 12, 2020
  28. "An efficient model for the prediction of SMAP sea surface salinity using machine learning approaches in the Persian Gulf"
    Saeed Rajabi, Mahdi Hasanlou
    INTERNATIONAL JOURNAL OF REMOTE SENSING, Vol. 41, No 8, pp.3221-3242, 2019
  29. "SRTM DEM enhancement using a single set of PolSAR data based on the polarimetry-clinometry model"
    Mohsen Jafari, Mahdi Hasanlou, Hossein Arefi
    INTERNATIONAL JOURNAL OF REMOTE SENSING, Vol. 19, No 40, 2019
  30. "Mapping oak decline through long-term analysis of time series of satellite images in the forests of Malekshahi, Iran"
    Sadra Imanyfar, Mahdi Hasanlou, Vahid Mirzaei Zadeh
    INTERNATIONAL JOURNAL OF REMOTE SENSING, Vol. 19, No 40, pp.1-22, 2019
  31. "Change detection using distance-based algorithms between synthetic aperture radar polarimetric decompositions"
    Amir Najafi, Mahdi Hasanlou, Vahid Akbari
    INTERNATIONAL JOURNAL OF REMOTE SENSING, Vol. 40, No 2, pp.1-14, 2019
  32. "A Sub-Pixel Multiple Change Detection Approach for Hyperspectral Imagery"
    Mahdi Hasanlou, Seyed Teymoor Seydi, Reza Shah Hosseini
    CANADIAN JOURNAL OF REMOTE SENSING, Vol. 44, No 3, pp.1-15, 2019
  33. "Using scattering decomposition to improve the estimation of the topography-induced polarization orientation angle"
    Mohsen Jafari, Hossein Arefi, Mahdi Hasanlou
    Remote Sensing Letters, Vol. 10, No 5, pp.459-468, 2019
  34. "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 (Vietnam)"
    Pham Viet Hoa, Nguyen Vu Giang, Nguyen An Binh, Le Vu Hong Hai, Tien-dat Pham, Mahdi Hasanlou, Dieu Tien Bui
    Remote Sensing, Vol. 11, No 2, 2019
  35. "Retrieval of soil salinity from Sentinel-2 multispectral imagery"
    Mohammad Mahdi Taghadosi, Mahdi Hasanlou, کامران افتخاری
    European Journal of Remote Sensing, Vol. 52, No 1, pp.138-154, 2019
  36. "Soil salinity mapping using dual-polarized SAR Sentinel-1 imagery"
    Mohammad Mahdi Taghadosi, Mahdi Hasanlou, کامران افتخاری
    INTERNATIONAL JOURNAL OF REMOTE SENSING, Vol. 39, No 23, pp.1-16, 2018
  37. "Investigating Effects of Seafloor Topography on Sea Surface Currents in the Caspian Sea and Northern Indian Ocean"
    Emad Ghaleh Noei, Mahdi Hasanlou, Mohammad Ali Sharifi
    Journal of the Indian Society of Remote Sensing, Vol. 46, No 12, pp.2093-2106, 2018
  38. "Hyperspectral change detection: an experimental comparative study"
    Mahdi Hasanlou, Seyed Teymoor Seydi
    INTERNATIONAL JOURNAL OF REMOTE SENSING, Vol. 39, No 20, pp.7029-7083, 2018
  39. "Automatic change detection in remotely sensed hyperspectral imagery (Case study: wetlands and waterbodies)"
    Mahdi Hasanlou, Seyed Teymoor Seydi
    Earth Observation and Geomatics Engineering, Vol. 2, No 1, pp.9-25, 2018
  40. "Sensitivity analysis of pansharpening in hyperspectral change detection"
    Seyed Teymoor Seydi, Mahdi Hasanlou
    Applied Geomatics, Vol. 10, No 1, pp.65-75, 2018
  41. "Integration of genetic algorithm and multiple kernel support vector regression for modeling urban growth"
    Hossien Shafizadeh-moghadam, امین طیبی , Mohammad Ahmadlo, Mahmoud Reza Delavar, Mahdi Hasanlou
    COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, Vol. 65, No 1, pp.28-40, 2017
  42. "A new land-cover match-based change detection for hyperspectral imagery"
    Seyed Teymoor Seydi, Mahdi Hasanlou
    European Journal of Remote Sensing, Vol. 50, No 1, pp.517-533, 2017
  43. "Spatiotemporal monitoring of upwelled water motions using optical flow method in the Eastern Coasts of Caspian Sea"
    Emad Ghaleh Noei, Mahdi Hasanlou, Mohammad Ali Sharifi, Stefano Vignudelli, Ismael Froughi
    Journal of Applied Remote Sensing, Vol. 11, No 3, 2017
  44. "Monitoring of sea surface currents by using sea surface temperature and satellite altimetry data in the Caspian Sea"
    Emad Ghaleh Noei, Mahdi Hasanlou
    Earth Observation and Geomatics Engineering, Vol. 1, No 1, pp.36-46, 2017
  45. "Feature selection of various land cover indices for monitoring surface heat island in Tehran city using Landsat 8 imagery"
    Nikrouz Mostofi, Mahdi Hasanlou
    Journal of Environmental Engineering and Landscape Management, Vol. 25, No 3, pp.241-250, 2017
  46. "Band Selection and Dimension Estimation for Hyperspectral Imagery—a New Approach Based on Invasive Weed Optimization"
    Parham Pahlavani, Mahdi Hasanlou, Syamak Talebinahr
    Journal of the Indian Society of Remote Sensing, Vol. 45, No 1, pp.11-23, 2017
  47. "Quality assessment of pan-sharpening methods in high-resolution satellite images using radiometric and geometric index"
    Mahdi Hasanlou, Mohammad Reza Serajian Maralan
    Arabian Journal of Geosciences, Vol. 9, No 1, pp.2-10, 2015
  48. "SVM-based hyperspectral image classification using intrinsic dimension"
    Mahdi Hasanlou, Farhad Samadzadegan, Saeid Homayouni
    Arabian Journal of Geosciences, Vol. 1, No 1, 2015
  49. "Satellite image fusion quality measurement by separating radiometric and geometric components"
    Mahdi Hasanlou, Mohammad Reza Serajian Maralan, Farhad Samadzadegan
    International Geoscience and Remote Sensing Symposium (IGARSS), Vol. 1, No 1, pp.416-419, 2012
  50. "The use of remote sensing in identifying illegal poppy fields with an emphasis on investigating sources, extracting algorithms and implementing selected algorithms in Afghanistan"
    Ahmad Toosi, Mahdi Hasanlou
    Narcotics Science Research, Vol. 15, No 3, pp.38-65, 2023
  51. "Bathymetry from shallow coastal environment using Landsat 8 (Case Study: Southeastern part of the Caspian Sea)"
    .a. Kakroodi Ata, Leila Amini, Mahdi Hasanlou
    journal of marine science & technology research, Vol. 20, No 3, pp.110-124, 2021
  52. "Coral Reef modeling using Support Vector Regression and applying spectral indices"
    Sadegh Eslami, Mahdi Hasanlou
    Marine Technologyy, Vol. 6, No 1, 2019
  53. "Evaluating and comparing supervised classification algorithms With the aim of mapping soil salinity levels using Sentinel-2 satellite imageries"
    Mohammad Mahdi Taghadosi, Mahdi Hasanlou, کامران افتخاری
    Geographical Data (SEPEHR), Vol. 28, No 110, pp.37-52, 2019
  54. "Land Cover Subpixel Change Detection using Hyperspectral Images Based on Spectral Unmixing and Post-processing"
    Mahdi Hasanlou, Seyed Teymoor Seydi
    Geospatial Information Technology, Vol. 6, No 4, pp.97-117, 2019
  55. "Soil Moisture Linear Modeling by Using Decomposition and Selection of Fully Polarized SAR Features"
    Esmaeil Khedri, Mahdi Hasanlou
    Geospatial Information Technology, Vol. 6, No 3, pp.59-74, 2018
  56. "Dielectric Constant Assessment and Monitoring of Backscattering Radar Data in Saline Soil Using Semi-Empirical Models"
    Mohammad Mahdi Taghadosi, Mahdi Hasanlou
    Geospatial Engineering Journa, Vol. 9, No 4, pp.25-36, 2018
  57. "Land cover changes detection in polarimetric SAR data using algebra, similarity, and distance based methods"
    Amir Najafi, Mahdi Hasanlou
    Geospatial Information Technology, Vol. 6, No 2, pp.143-163, 2018
  58. "Improving Land Cover Change Detection using Kernel Spectral Angle Mapper Approach in Hyperspectral Images"
    Mahdi Hasanlou, Seyed Teymoor Seydi, Abdoreza Seydi
    Geospatial Information Technology, Vol. 6, No 1, pp.101-116, 2018
  59. "Urmia Lake Salinity Mapping Using Support Vector Regression and Landsat-8 Imagery"
    Mahdi Hasanlou, Maysam Jamshidi, Mohammad Taghi Sattari
    Hydrogeomorphology, Vol. 4, No 14, pp.43-65, 2018
  60. "Fusion of Similarity and Distance based Methods for Land cover Change Detection using Hyperspectral Imagery"
    Seyed Teymoor Seydi, Mahdi Hasanlou
    Journal Of Geomatics Science And Technology, Vol. 7, No 2, pp.111-126, 2017
  61. "Effect of different SRFs on time series of spectral indices, between sentinel-2 and other sensors for the purpose of vegetation land cover monitoring"
    Sadra Imanyfar, Mahdi Hasanlou
    Geospatial Information Technology, Vol. 5, No 1, pp.111-132, 2017
  62. "Remote sensing analysis of the extent and severity of oak decline in Malekshahi city, Ilam, Iran"
    Sadra Imanyfar, Mahdi Hasanlou
    Geospatial Information Technology, Vol. 4, No 4, pp.1-19, 2017
  63. "Object Extraction from the WorldView-3 Sattelite Imagery Using Adaboost Algorithm with Haar-Like Features"
    Mahdi Hasanlou, Syed Hamid Ahmadi Salianeh
    Journal Of Geomatics Science And Technology, pp.41-53, 2016
  64. "Utilizing Intrinsic Dimension Estimation Methods for extracting specific urban features using RADAR imagery, high resolution satellite imagery, and LIDAR data"
    Parham Pahlavani, Mahdi Hasanlou
    Geographical Data (SEPEHR), Vol. 25, No 99, pp.155-175, 2016
  65. "Determining Effective Factors on Forest Fire Using the Compound of Geographically Weighted Regression and Genetic Algorithm, a Case Study: Golestan, Iran"
    Amin Raei, Parham Pahlavani, Mahdi Hasanlou
    Geospatial Information Technology, Vol. 3, No 4, pp.99-122, 2016
  66. "Feasibility Study of Detection Specific Urban Features Using High Spectral Resolution Satellite Imagery, LIDAR Data, and Fully Polarimetric RADAR Imagery"
    Mahdi Hasanlou, Parham Pahlavani, Meysam Amini, N. Talebi
    Journal Of Geomatics Science And Technology, Vol. 5, No 3, pp.35-48, 2016
  67. "Intrinsic Dimensionality Estimation in Hyperspectral Images"
    Mahdi Hasanlou, Farhad Samadzadegan
    Journal Of Geomatics Science And Technology, Vol. دوره سوم, No 3, pp.101-111, 2014
  68. "Motion Analysis of current in Sea surface Temperature Image"
    Mahdi Hasanlou, Mohammad Reza Serajian Maralan
    University, Vol. 43, No 5, 2010

Conference Paper

  1. "Quantifying Land Surface Temperature through Multispectral Landsat-9 Satellite Images"
    Mohammadali Abbasi, Mahdi Hasanlou, Saeid Homayouni
    9th ADVANCED ENGINEERING DAYS (AED), 2024
  2. "Generating Super Spatial Resolution Products Form Sentinel-2 Satellite Images"
    Mohammad Reza Zargar, Mahdi Hasanlou
    The 5th International Electronic Conference on Remote Sensing, 2023
  3. "Enhancing Winter Wheat Yield Estimation using Machine Learning and Fusion of Radar and Optical Satellite Imagery"
    Shabnam Asgari, Mahdi Hasanlou, Saeid Homayouni
    The 5th International Electronic Conference on Remote Sensing, 2023
  4. "RAPID AUTOMATIC DETECTION OF COVID-19 IN CHEST CT IMAGES USING VGG-16 AND TRANSFER LEARNING"
    Masoumeh Gomroki, Reza Shah Hosseini, Mahdi Hasanlou
    GeoSpatial Conference 2022, 2023
  5. "FULL POLARIMETRIC TIME SERIES IMAGE ANALYSIS FOR CROP TYPE MAPPING"
    Helia Noroozi, Mahdi Hasanlou
    ISPRS GeoSpatial Conference 2022, Joint 6th Sensors and Models in Photogrammetry and Remote Sensing (SMPR) and 4th Geospatial Information Research (GIResearch) Conferences, 2023
  6. "AUTOMATIC ROAD CRACK RECOGNITION BASED ON DEEP LEARNING NETWORKS FROM UAV IMAGERY"
    Farhad Samadzadegan, Farzaneh Dadrass Javan, Mahdi Hasanlou, Mehrnaz Gholamshahi, Farnaz Ashtari mahini
    ISPRS GeoSpatial Conference 2022, Joint 6th Sensors and Models in Photogrammetry and Remote Sensing (SMPR) and 4th Geospatial Information Research (GIResearch) Conferences, 2023
  7. "A COMPARISON OF TREE-BASED REGRESSION MODELS FOR SOIL MOISTURE ESTIMATION USING SAR DATA"
    Zeinab Akhavan, Mahdi Hasanlou, Mehdi Hosseini
    ISPRS GeoSpatial Conference 2022, Joint 6th Sensors and Models in Photogrammetry and Remote Sensing (SMPR) and 4th Geospatial Information Research (GIResearch) Conferences, 2023
  8. "A COMPARATIVE STUDY OF MACHINE LEARNING CLASSIFIERS FOR CROP TYPE MAPPING USING VEGETATION INDICES"
    Shabnam Asgari, Mahdi Hasanlou
    ISPRS GeoSpatial Conference 2022, Joint 6th Sensors and Models in Photogrammetry and Remote Sensing (SMPR) and 4th Geospatial Information Research (GIResearch) Conferences, 2023
  9. "Iranian Wetland Hydroperiod Change Detection Using an Unsupervised Method on 20 Years of Landsat Data Within the Google Earth Engine"
    MohammadAli Hemati, Masoud Mahdianpari, Mahdi Hasanlou, Fariba Mohammadimanesh
    IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 2022
  10. "Wetland Mapping of Northern Provinces of Iran Using Sentinel-1 and Sentinel-2 in Google Earth Engine"
    MohammadAli Hemati, Mahdi Hasanlou, Masoud Mahdianpari, Fariba Mohammadimanesh
    IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, 2021
  11. "A COMPARISON OF MACHINE LEARNING MODELS FOR SOIL SALINITY ESTIMATION USING MULTI-SPECTRAL EARTH OBSERVATION DATA"
    Arastou Zarei, Mahdi Hasanlou, Masoud Mahdianpari
    the XXIV ISPRS Congress 2021, 2021
  12. "INVESTIGATING OF FOREST CHANGE IN GOLESTAN PROVINCE USING LANDSAT IMAGE"
    Mohamad Zoraghi, Ramin Saadi, Mahdi Hasanlou
    GeoSpatial Conference 2019, 2019
  13. "CLASSIFIER FUSION OF POLSAR, HYPERSPECTRAL AND PAN REMOTE SENSING DATA FOR IMPROVING LAND USE CLASSIFICATION"
    Ramin Saadi, Mahdi Hasanlou, Abdolreza Safari
    GeoSpatial Conference 2019, 2019
  14. "ASSESSING AND COMPARING THE PERFORMANCE OF ENDMEMBER EXTRACTION METHODS IN MULTIPLE CHANGE DETECTION USING HYPERSPECTRAL DATA"
    Hamid Jafarzadeh, Mahdi Hasanlou
    GeoSpatial Conference 2019, 2019
  15. "HARMFUL ALGAL BLOOMS MONITORING USING SENTINEL-2 SATELLITE IMAGES"
    MohammadHossein Khalili, Mahdi Hasanlou
    GeoSpatial Conference 2019, 2019
  16. "ESTIMATING WATER LEVEL IN THE URMIA LAKE USING SATELLITE DATA: A MACHINE LEARNING APPROACH"
    Mahboubeh Boueshagh, Mahdi Hasanlou
    GeoSpatial Conference 2019, 2019
  17. "INSAR TIME SERIES INVESTIGATION OF LAND SURFACE DEFORMATION IN AZAR OIL FIELD"
    Zahra Mirzaee, Mahdi Hasanlou, Sami Samie Esfahani, مهدی رجحانی , Parviz Ajorlou
    GeoSpatial Conference 2019, 2019
  18. "AIR POLLUTION ESTIMATION USING AEROSOL OPTICAL THICKNESS BY OLI IMAGES IN TEHRAN"
    Seyed Mohammad Mozafari, Mahdi Hasanlou, Hossein Arefi
    GeoSpatial Conference 2019, 2019
  19. "RICE CROP MAPPING USING SENTINEL-1 TIME SERIES IMAGES (CASE STUDY: MAZANDARAN, IRAN)"
    Mohammad Saadat, Mahdi Hasanlou, Saied Homayouni
    GeoSpatial Conference 2019, 2019
  20. "Land Subsidence Monitoring in Azar Oil Field Based on Time Series Analysis"
    Zahra Mirzaee, Mahdi Hasanlou, Sami Samie Esfahani, مهدی رجحانی , Parviz Ajorlou
    3rd International Electronic Conference on Remote Sensing, 2019
  21. "Probability estimation of change maps using spectral similarity"
    Hamid Jafarzadeh, Mahdi Hasanlou
    3rd International Electronic Conference on Remote Sensing, 2019
  22. "Water level estimation in the Urmia Lake using kernel methods"
    Mahboubeh Boueshagh, Mahdi Hasanlou
    New Technologies in Engineering, 2019
  23. "Sensitivity Analysis On Performance of Different Unsupervised Threshold Selection Methods In Hyperspectral Change Detection"
    Mahdi Hasanlou, Seyed Teymoor Seydi
    PRRS 2018, 2018
  24. "CLASSIFYING MULTI-CHANNEL POLSAR IMAGES BASE ON POLARIZATION SIGNATURE"
    Ramin Saadi, Mahdi Hasanlou, Abdolreza Safari
    IGARSS 2018, 2018
  25. "SAR IMAGE MATCHING IMPROVEMENT USING IMAGE TEXTURE ANALYSIS"
    Mohammadamin Ghannadi, Mohammad Saadat Seresht, Mahdi Hasanlou
    IGARSS 2018, 2018
  26. "Classifying UAVSAR PolSAR imagery using target decomposition features"
    Ghazaleh Alijani, Mahdi Hasanlou, Zahra Azizi
    The 2nd International Electronic Conference on Remote Sensing (ECRS 2018), 2018
  27. "INVESTIGATING AND MODELLING EFFECTS OF CLIMATICALLY AND HYDROLOGICALLY INDICATORS ON THE URMIA LAKE COASTLINE CHANGES USING TIME SERIES ANALYSIS"
    Mitra Ahmadi, Mahdi Hasanlou
    ISPRS International Joint Conferences 2017, 2017
  28. "TREND ANALYSIS OF SOIL SALINITY IN DIFFERENT LAND COVER TYPES USING LANDSAT TIME SERIES DATA (CASE STUDY BAKHTEGAN SALT LAKE)"
    Mohammad Mahdi Taghadosi, Mahdi Hasanlou
    ISPRS International Joint Conferences 2017, 2017
  29. "ESTIMATING SOIL MOISTURE USING POLSAR DATA: A MACHINE LEARNING APPROACH"
    Esmaeil Khedri, Mahdi Hasanlou, Alireza Tabatabaeenejad
    ISPRS International Joint Conferences 2017, 2017
  30. "WIND WAVE NUMERICAL MODELING IN THE CASPIAN SEA"
    Reza Mahmoodi, Alireza A. Ardalan, Mahdi Hasanlou
    ISPRS International Joint Conferences 2017, 2017
  31. "LAND COVER CHANGES DETECTION IN POLARIMETRIC SAR DATA USING ALGEBRA, SIMILARITY AND DISTANCE BASED METHODS"
    Amir Najafi, Mahdi Hasanlou, Vahid Akbari
    ISPRS International Joint Conferences 2017, 2017
  32. "SPATIAL AND TEMPORAL ANALYSIS OF SEA SURFACE SALINITY USING SATELLITE IMAGERY IN GULF OF MEXICO"
    Saeed Rajabi, Mahdi Hasanlou, Abdolreza Safari
    ISPRS International Joint Conferences 2017, 2017
  33. "Semi-analytical soil moisture retrieval using PolSAR imagery"
    Esmaeil Khedri, Mahdi Hasanlou, Alireza Tabatabaeenejad
    IGARSS 2017, 2017
  34. "NOVEL SNOW DEPTH RETRIEVAL METHOD USING TIME SERIES SSMI PASSIVE MICROWAVE IMAGERY"
    Zahir Nikraftar, Mahdi Hasanlou, Majid Esmaeilzadeh
    XXIII ISPRS Congress, 2016
  35. "Ocean Color Retrieval Using Landsat-8 Imagery in Coastal Case 2 Waters (Case Study Persian and Oman Gulf)"
    Nasrin Moradi, Mahdi Hasanlou, Mohammad Saadat Seresht
    XXIII ISPRS Congress, 2016
  36. "Feasibility Study of Landsat-8 Imagery For Retrieving Sea Surface Temperature (Case Study Persian Gulf)"
    Fatemeh Bayat, Mahdi Hasanlou
    XXIII ISPRS Congress, 2016
  37. "Novel Wetland and Water Body Change Detection Using Multi Temporal Hyperspectral Imagery"
    Mahdi Hasanlou, Seyed Teymoor Seydi
    International Water Conference 2016, Water Resources in Arid Areas: The Way Forward, 2016
  38. "Estimating and Fusing Optical Flow, Geostrophic Currents and Sea Surface Wind in the Waters around Kish Island"
    Emad Ghalenoee, Mohammad Ali Sharifi, Mahdi Hasanlou
    International Conference on Sensors & Models in Remote Sensing & Photogrammetry, 2015
  39. "UAV PHOTOGRAMMETRY: A PRACTICAL SOLUTION FOR CHALLENGING MAPPING PROJECTS"
    Mohammad Saadat Seresht, [] [], Mahdi Hasanlou
    International Conference on Sensors & Models in Remote Sensing & Photogrammetry, 2015
  40. "Land Cover Change Detection Based on Genetically Feature Selection and Image Algebra Using Hyperion Hyperspectral Imagery"
    Seyed Teymoor Seydi, Mahdi Hasanlou
    International Conference on Sensors & Models in Remote Sensing & Photogrammetry, 2015
  41. "Analysis of Time Series Interferometric Asar Data for Faults Extraction and Plains Displacement (Case Study Yazd-Ardakan Plain)"
    Sohaila Hamedi, Hadi Akrami, Mohammad Ansari, Mahdi Hasanlou, Ali Esmaili
    International Conference on Sensors & Models in Remote Sensing & Photogrammetry, 2015
  42. "SNOW DEPTH ESTIMATION USING TIME SERIES PASSIVE MICROWAVE IMAGERY VIA GENETICALLY SUPPORT VECTOR REGRESSION (CASE STUDY URMIA LAKE BASIN)"
    Zahir Nikraftar, Mahdi Hasanlou
    International Conference on Sensors & Models in Remote Sensing & Photogrammetry, 2015
  43. "Investigating Urban Heat Island Effects and Relation Between Various Land Cover Indices in Tehran City Using Landsat 8 Imagery"
    Mahdi Hasanlou, Nikroz Bagheri
    1st International Electronic Conference on Remote Sensing, 2015
  44. "Determining Effective Factors on Forest Fire Using Geographically Weighted Regression, a Case Study: Golestan, Iran"
    Amin Raei, Parham Pahlavani, Mahdi Hasanlou
    International conference on sustainable development, strategies and challenges With a focus on Agriculture, Natural Resources, Environment and Tourism, 2015
  45. "Different Optimal Band Selection of Hyperspectral Images Using a Continuous Genetic Algorithm"
    ح نهروانیان, Parham Pahlavani, Mahdi Hasanlou
    The 1st ISPRS International Conference on Geospatial Information Research, 2014
  46. "Investigation of Optical Flow Techniques for Extracting Non-Rigid Sea Surface Currents"
    Emad Ghalenoei, Mohammad Ali Sharifi, Mahdi Hasanlou
    The 1st ISPRS International Conference on Geospatial Information Research, 2014
  47. "A Comparison Study of Different Kernel Functions for SVM-based Classification of Multi-temporal Polarimetry SAR Data"
    Bahareh Yekkehkhani, Abdolreza Safari, Saeid Homayouni, Mahdi Hasanlou
    The 1st ISPRS International Conference on Geospatial Information Research, 2014
  48. "Classifier Fusion of High-Resolution Optical and Synthetic Aperture Radar (Sar) Satellite Imagery For Classification In Urban Area"
    Tayeb Alipour, Mahdi Hasanlou, Hossein Arefi
    The 1st ISPRS International Conference on Geospatial Information Research, 2014
  49. "Monitoring and Modeling Sea Color Product using High Resolution Pleiades Multispectral Images in Coastal Case 2 Waters"
    Mahdi Hasanlou, Mehdi Motagh
    Pléiades Days 2014, 2014
  50. "Fire detection from UAV images using deep learning methods"
    حمید خواجوی, محمد رضایی هاپیل, Mahdi Hasanlou
    28th Conference on Surveying & Spatial Information (Geomatics 1403), 2024
  51. "Soil salinity monitoring using satellite images and machine learning methods"
    Arastou Zarei, Mahdi Hasanlou, Masoud Mahdianpari, کامران افتخاری , Mohammad Jamshidi
    17th Iranian Soil Science Congress and 4th National Conference on Farm Water Management, 2021
  52. "Depth mapping using Sentinel-2 multispectral satellite imagery"
    Aliasghar Yazdani Esfid Vajani, Mahdi Hasanlou
    First National Conference on GIS Technology in Civil and Survey Engineering and Urban Development, 2021
  53. "Modeling and Evaluating of Chlorophyll Estimation Algorithms Using Sentinel-2 and Landsat-8 Images in Persian Gulf and Oman Sea"
    Arman Hemati, Mahdi Hasanlou, Alireza A. Ardalan, مهناز ربانی ها
    Geomatics and GIT 97, 2018
  54. "Weed detection in UAV images by fusing neural network and anomaly detection methods"
    Hossein Leilaz Mehrabadi, Mahdi Hasanlou, Mehdi Ravanbakhsh
    Geomatics and GIT 97, 2018
  55. "Depth estimation in coastal areas from Landsat-8 images using neural network algorithm (Case study: Southeast of the Caspian Sea)"
    Leila Amini, .a. Kakroodi Ata, Mahdi Hasanlou
    Geomatics and GIT 97, 2018
  56. "Temporal snow depth estimation using passive microwave images and genetic vector support regression"
    Mahboubeh Boueshagh, Majid Esmaeilzadeh, Mahdi Hasanlou
    Geomatics and GIT 97, 2018
  57. "Detecting the red tide phenomenon by using Sentinel-2 satellite images"
    Mohammad Hossein Khalili, Mahdi Hasanlou
    Geomatics and GIT 97, 2018
  58. "Land surface subsidence estimation using SAR Interferometry and Satellite Sentinel-1 images (Case study: Bojnourd Earthquake)"
    Saeede Al E Booye, Mohammad Ali Khoddam, Mahdi Hasanlou, Mohammadamin Ghannadi
    4th National Conference on Application of GIS in Water and Electric Power Industries, 2017
  59. "Linear modeling the health status of coral reefs using Landsat-8 spectral indices"
    Sadegh Eslami, Mahdi Hasanlou, Majid Ghadiriyan
    1st National Conference of Ideas and New Technologies in Geographic Science, 2017
  60. "Extraction of shoreline using Sentinel-2 satellite images"
    Shima Jamaati, Mahdi Hasanlou
    24th National Conference and Exhibition Geomatics 96, 2017
  61. "Access to capture thousands of hectares of crops in days to prepare the cadastral base map using ultra-light UAV"
    Mohammad Saadat Seresht, Amirhossein Hashempoor, Mahdi Hasanlou
    24th National Conference and Exhibition Geomatics 96, 2017
  62. "Urmia Lake salinity mapping using feed forward ANN and Landsat-8 imagery"
    Maysam Jamshidi, Mahdi Hasanlou, Majid Ghadiriyan
    24th National Conference and Exhibition Geomatics 96, 2017
  63. "Zagros forest density mapping using Sentinel -2 satellite imagery"
    Sadra Imanyfar, Mahdi Hasanlou, Vahid Mirzaei
    24th National Conference and Exhibition Geomatics 96, 2017
  64. "Soil moisture linear modeling using PolSAR decomposition and feature selection"
    Esmaeil Khedri, Mahdi Hasanlou
    24th National Conference and Exhibition Geomatics 96, 2017
  65. "Detecting changes in coral reefs in the time series of satellite images using SVMs"
    Sadegh Eslami, Mahdi Hasanlou
    The Second Annual Congress on Civil Engineering, 2017
  66. "Performance analysis of object base methods for extracting aircraft using satellite images"
    Mahdi Khanmohammadian, Mahdi Hasanlou
    The 2nd National Conference on Geospatial Information Technology (NCGIT), 2017
  67. "Monitoring and comparing surface temperature and chlorophyll of water using Landsat-8 satellite imagery (case study Persian Gulf)"
    Fatemeh Bayat, Nasrin Moradi, Mahdi Hasanlou
    The 2nd National Conference on Geospatial Information Technology (NCGIT), 2017
  68. "Modeling PM10 and NDVI index using Landsat-8 satellite imagery and determination of this pollution based on decreasing vegetation in Asalouyeh city"
    Mohammad Reza Monfared, Mahdi Hasanlou, Hasan Rosta
    The 2nd National Conference on Geospatial Information Technology (NCGIT), 2017
  69. "Linear modeling coral reef health using Landsat-8 satellite imagery"
    Sadegh Eslami, Mahdi Hasanlou
    The 2nd National Conference on Geospatial Information Technology (NCGIT, 2017
  70. "Monitoring and modeling climatic and hydrological indices and impact on Lake Urmia water levels using time series analysis and satellite imagery"
    Mitra Ahmadijamal, Mahdi Hasanlou, Parham Pahlavani
    The 2nd National Conference on Geospatial Information Technology (NCGIT), 2017
  71. "Coral reef health monitoring using decision tree and satellite imagery"
    Sadegh Eslami, Mahdi Hasanlou
    Fifth National Conference on Sustainable Development in Science, Geography and Planning, Architecture and Urbanism, 2017
  72. "Salinity map estimation in Urmia Lake using linear model and Landsat-8 images"
    Maysam Jamshidi, Mahdi Hasanlou, Mohammad Taghi Sattari
    International Conference of Geographic and Environmental Impacts of Urmia Lake Conditions, 2016
  73. "Monitoring Soil Salinity using adoptive comparison of salinity indices in Sentinel-2 and Landsat-8 images"
    Mohammad Mahdi Taghadosi, Mahdi Hasanlou
    The 1st National Conference on Environmental Remote Sensing and Geographic Information System, 2016
  74. "Monitoring and modeling water level change in Urmia Lake using time series analysis and satellite imagery"
    Mitra Ahmadijamal, Mahdi Hasanlou, Parham Pahlavani
    The 1st National Conference on Environmental Remote Sensing and Geographic Information System, 2016
  75. "Depth Estimation in coastal area using Landsat-8 imagery (Case study Kish Island)"
    Mallihe Mozafari, Mahdi Hasanlou
    The 1st National Conference on Environmental Remote Sensing and Geographic Information System, 2016
  76. "Linear and non-linear algorithms for depth estimation in coastal area (Case study Kish Island)"
    Mallihe Mozafari, Mahdi Hasanlou
    International Conference on Natural Hazards and Enviromental Crises, 2016
  77. "Determining the efficient factors on forest fire using a multiple linear regression and a genetic algorithm"
    Amin Raei, Parham Pahlavani, Mahdi Hasanlou
    The second conference on environmental science,engineering & technologies, 2016
  78. "Modeling sea surface temperatures in coastal and offshore waters using thermal Landsat-8 imagery"
    Fatemeh Bayat, Mahdi Hasanlou
    The 2nd International Congress on Earth Science & Urban Development, 2016
  79. "Determine the factors influencing forest fires using fusion of logistic regression and genetic algorithm (Case study Golestan forest)"
    Amin Raei, Parham Pahlavani, Mahdi Hasanlou
    The 23th national geomatics (95) conference, 2016
  80. "Monitoring air pollution and determining suitable areas for expansion of vegetation cover using spatial data (Case study Asaloye)"
    Mohammad Reza Monfared, Mahdi Hasanlou, Hasan Rosta
    The 23th national geomatics (95) conference, 2016
  81. "Investigation effect of selecting suitable Landsat-8 bands to estimate chlorophyll_a concentrations and atmospheric correction on the coast area of Persian gulf"
    Nasrin Moradi, Mahdi Hasanlou
    The 23th national geomatics (95) conference, 2016
  82. "A novel spectral-spatial noise reduction method in hyperspectral imagery"
    Seyed Teymoor Seydi, Mahdi Hasanlou
    The 23th national geomatics (95) conference, 2016
  83. "Persian Gulf change assessment in sea surface temperature to determine the temperature pattern"
    Elham Karimian, Babak Arjmand, Mahdi Hasanlou
    The 23th national geomatics (95) conference, 2016
  84. "Trend analysis sea surface salinity by considering affected factors (Case study Gulf of Mexico)"
    Saeed Rajabi, Mahdi Hasanlou
    The 23th national geomatics (95) conference, 2016
  85. "Investigation in influence of sensitivity of spectral response function in vegetation indices time series between Sentinel-2 and Landsat satellites"
    Sadra Imanyfar, Mahdi Hasanlou
    The 23th national geomatics (95) conference, 2016
  86. "Performance evaluation of Landsat-8 satellite to study sea surface temperatures in coastal waters (Case Study Persian Gulf)"
    Fatemeh Bayat, Mahdi Hasanlou
    The 23th national geomatics (95) conference, 2016
  87. "Determining Extent and Severity of Oak Decline in Malekshahi Forest Using Landsat Images"
    Sadra Imanyfar, Mahdi Hasanlou, Mehdi Motagh, [] []
    The 1st National Conference on Geospatial Information Technology, 2016
  88. "Estimate and Compare Different Algorithms to Determine The Chlorophyll_a In Coastal Waters Using Landsat8 Imageries (Case Study Persian Gulf)‬‬‬"
    [] [], Mahdi Hasanlou
    The 1st National Conference on Geospatial Information Technology, 2016
  89. "Monitoring Relationship between Land Use/Cover Map and Urban Heat Island in Kerman City Using Landsat-8 Imagery"
    Mahdi Hasanlou, پریسا مشروطی
    The 1st National Conference on Geospatial Information Technology, 2016
  90. "Ship Detection from Sentinel-1 RADAR Imagery Using Modified Constant False Alarm Rate (MCFAR) Algorithm"
    Mahdi Hasanlou, Alireza Rashidi, Majid Shahhosseini
    The 1st National Conference on Geospatial Information Technology, 2016
  91. "Online feature extraction from satellite high spatial resolution imagery using Haar-Like algorithm"
    Mahdi Hasanlou, Syed Hamid Ahmadi Salianeh
    Geomatics 94, 2015
  92. "Monitoring difference between geostrophic and optical flow currents in coastal area (Kiashahr, Anzali and Astar"
    Emad Ghalenoei, Mohammad Ali Sharifi, Mahdi Hasanlou
    10th international Congress on civil engineering, 2015
  93. "Optimal spectral band determination for monitoring ocean and marine physical parameters in a typical satellite sensor"
    Mahdi Hasanlou
    13th Conference of Iranian Aerospace Society, 2014