Satellite image fusion quality measurement by separating radiometric and geometric components. - Mahdi Hasanlou; Mohammad Reza Saradjian; Farhad Samadzadegan (IGARSS, 2012)

Comparative Study of Intrinsic Dimensionality Estimation and Dimension Reduction Techniques on Hyperspectral Images Using K-NN Classifier. - Mahdi Hasanlou; Farhad Samadzadegan (IEEE Geosci. Remote. Sens. Lett., 2012)

Semi-analytical soil moisture retrieval using PolSAR imagery. - Esmaeil Khedri; Mahdi Hasanlou; Alireza Tabatabaeenejad (IGARSS, 2017)

Integration of genetic algorithm and multiple kernel support vector regression for modeling urban growth. - Hossein Shafizadeh-Moghadam; Amin Tayyebi; Mohammad Ahmadlou; Mahmoud Reza Delavar; Mahdi Hasanlou (Comput. Environ. Urban Syst., 2017)

SAR Image Matching Improvement Using Image Texture Analysis. - Mohammad Amin Ghannadi; Mohammad Saadatseresht; Mahdi Hasanlou (IGARSS, 2018)

Monitoring Land Subsidence in Azar Oilfield, Ilam, Iran Through Small-Baseline Sar Interferometry Analysis. - Zahra Mirzaii; Mahdi Hasanlou; Javad Hatami (IGARSS, 2018)

Classifying Multi-Channel Polsar Images Base on Polarization Signature. - Ramin Saadi; Mahdi Hasanlou; Abdolreza Safari (IGARSS, 2018)

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. Sens., 2019)

An Unsupervised Binary and Multiple Change Detection Approach for Hyperspectral Imagery Based on Spectral Unmixing. - Hamid Jafarzadeh; Mahdi Hasanlou (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

A New End-to-End Multi-Dimensional CNN Framework for Land Cover/Land Use Change Detection in Multi-Source Remote Sensing Datasets. - Seyd Teymoor Seydi; Mahdi Hasanlou; Meisam Amani (Remote. Sens., 2020)

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)

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. Sens., 2021)

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. Sens., 2021)

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. Sens., 2021)

Oil Spill Detection Based on Multiscale Multidimensional Residual CNN for Optical Remote Sensing Imagery. - Seyd Teymoor Seydi; Mahdi Hasanlou; Meisam Amani; Weimin Huang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

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)

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. Sens., 2022)

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 J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

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. Sens., 2022)

Automatic 3D Multiple Building Change Detection Model Based on Encoder-Decoder Network Using Highly Unbalanced Remote Sensing Datasets. - Masoomeh Gomroki; Mahdi Hasanlou; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net. - Seyd Teymoor Seydi; Mahdi Hasanlou; Jocelyn Chanussot; Pedram Ghamisi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Comparison of Machine Learning Algorithms for Flood Susceptibility Mapping. - Seyd Teymoor Seydi; Yousef Kanani-Sadat; Mahdi Hasanlou; Roya Sahraei; Jocelyn Chanussot; Meisam Amani (Remote. Sens., 2023)

STCD-EffV2T Unet: Semi Transfer Learning EfficientNetV2 T-Unet Network for Urban/Land Cover Change Detection Using Sentinel-2 Satellite Images. - Masoomeh Gomroki; Mahdi Hasanlou; Peter Reinartz (Remote. Sens., 2023)

A novel deep Siamese framework for burned area mapping Leveraging mixture of experts. - Seyd Teymoor Seydi; Mahdi Hasanlou; Jocelyn Chanussot (Eng. Appl. Artif. Intell., 2024)

EMYNet-BDD: EfficientViTB Meets Yolov8 in the Encoder-Decoder Architecture for Building Damage Detection Using Postevent Remote Sensing Images. - Masoomeh Gomroki; Mahdi Hasanlou; Jocelyn Chanussot; Danfeng Hong (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Exploring the Potential of PRISMA Satellite Hyperspectral Image for Estimating Soil Organic Carbon in Marvdasht Region, Southern Iran. - Mehdi Golkar Amoli; Mahdi Hasanlou; Ruhollah Taghizadeh-Mehrjardi; Farhad Samadzadegan (Remote. Sens., 2024)

Noise-robust multimodal remote sensing image matching via geometric analysis of embedded pre-trained manifolds. - Negar Jovhari; Amin Sedaghat; Reza Shah-Hosseini; Nazila Mohammadi; Mahdi Hasanlou (Neurocomputing, 2025)