Mahdi Hasanlou

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 24

Top Topics

Change Detection

Multiple Kernel

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Comput. Environ. Urban Syst.

Publications

Masoomeh Gomroki, Mahdi Hasanlou, Jocelyn Chanussot, Danfeng Hong
EMYNet-BDD: EfficientViTB Meets Yolov8 in the Encoder-Decoder Architecture for Building Damage Detection Using Postevent Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
A novel deep Siamese framework for burned area mapping Leveraging mixture of experts. Eng. Appl. Artif. Intell. 133 (2024)
Mehdi Golkar Amoli, Mahdi Hasanlou, Ruhollah Taghizadeh-Mehrjardi, Farhad Samadzadegan
Exploring the Potential of PRISMA Satellite Hyperspectral Image for Estimating Soil Organic Carbon in Marvdasht Region, Southern Iran. Remote. Sens. 16 (12) (2024)
Seyd Teymoor Seydi, Yousef Kanani-Sadat, Mahdi Hasanlou, Roya Sahraei, Jocelyn Chanussot, Meisam Amani
Comparison of Machine Learning Algorithms for Flood Susceptibility Mapping. Remote. Sens. 15 (1) (2023)
Masoomeh Gomroki, Mahdi Hasanlou, Peter Reinartz
STCD-EffV2T Unet: Semi Transfer Learning EfficientNetV2 T-Unet Network for Urban/Land Cover Change Detection Using Sentinel-2 Satellite Images. Remote. Sens. 15 (5) (2023)
Masoomeh Gomroki, Mahdi Hasanlou, Jocelyn Chanussot
Automatic 3D Multiple Building Change Detection Model Based on Encoder-Decoder Network Using Highly Unbalanced Remote Sensing Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot, Pedram Ghamisi
BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
A Quadratic Morphological Deep Neural Network Fusing Radar and Optical Data for the Mapping of Burned Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Houri Gholamrezaie, Mahdi Hasanlou, Meisam Amani, S. Mohammad MirMazloumi
Automatic Mapping of Burned Areas Using Landsat 8 Time-Series Images in Google Earth Engine: A Case Study from Iran. Remote. Sens. 14 (24) (2022)
Rezvan Habibollahi, Seyd Teymoor Seydi, Mahdi Hasanlou, Masoud MahdianPari
TCD-Net: A Novel Deep Learning Framework for Fully Polarimetric Change Detection Using Transfer Learning. Remote. Sens. 14 (3) (2022)
MohammadAli Hemati, Masoud MahdianPari, Mahdi Hasanlou, Fariba Mohammadimanesh
Iranian Wetland Hydroperiod Change Detection Using an Unsupervised Method on 20 Years of Landsat Data Within the Google Earth Engine. IGARSS (2022)
MohammadAli Hemati, Mahdi Hasanlou, Masoud MahdianPari, Fariba Mohammadimanesh
A Systematic Review of Landsat Data for Change Detection Applications: 50 Years of Monitoring the Earth. Remote. Sens. 13 (15) (2021)
Seyd Teymoor Seydi, Mahdi Hasanlou, Meisam Amani, Weimin Huang
Oil Spill Detection Based on Multiscale Multidimensional Residual CNN for Optical Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Mahdi Hasanlou, Reza Shah-Hosseini, Seyd Teymoor Seydi, Sadra Karimzadeh, Masashi Matsuoka
Earthquake Damage Region Detection by Multitemporal Coherence Map Analysis of Radar and Multispectral Imagery. Remote. Sens. 13 (6) (2021)
MohammadAli Hemati, Mahdi Hasanlou, Masoud MahdianPari, Fariba Mohammadimanesh
Wetland Mapping of Northern Provinces of Iran Using Sentinel-1 and Sentinel-2 in Google Earth Engine. IGARSS (2021)
Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
DSMNN-Net: A Deep Siamese Morphological Neural Network Model for Burned Area Mapping Using Multispectral Sentinel-2 and Hyperspectral PRISMA Images. Remote. Sens. 13 (24) (2021)
Seyd Teymoor Seydi, Mahdi Hasanlou, Meisam Amani
A New End-to-End Multi-Dimensional CNN Framework for Land Cover/Land Use Change Detection in Multi-Source Remote Sensing Datasets. Remote. Sens. 12 (12) (2020)
Pham Viet Hoa, Nguyen Vu Giang, Nguyen An Binh, Le Vu Hong Hai, Tien-Dat Pham, Mahdi Hasanlou, Dieu Tien Bui
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). Remote. Sens. 11 (2) (2019)
Hamid Jafarzadeh, Mahdi Hasanlou
An Unsupervised Binary and Multiple Change Detection Approach for Hyperspectral Imagery Based on Spectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (12) (2019)
Ramin Saadi, Mahdi Hasanlou, Abdolreza Safari
Classifying Multi-Channel Polsar Images Base on Polarization Signature. IGARSS (2018)
Mohammad Amin Ghannadi, Mohammad Saadatseresht, Mahdi Hasanlou
SAR Image Matching Improvement Using Image Texture Analysis. IGARSS (2018)
Zahra Mirzaii, Mahdi Hasanlou, Javad Hatami
Monitoring Land Subsidence in Azar Oilfield, Ilam, Iran Through Small-Baseline Sar Interferometry Analysis. IGARSS (2018)
Hossein Shafizadeh-Moghadam, Amin Tayyebi, Mohammad Ahmadlou, Mahmoud Reza Delavar, Mahdi Hasanlou
Integration of genetic algorithm and multiple kernel support vector regression for modeling urban growth. Comput. Environ. Urban Syst. 65 (2017)
Esmaeil Khedri, Mahdi Hasanlou, Alireza Tabatabaeenejad
Semi-analytical soil moisture retrieval using PolSAR imagery. IGARSS (2017)
Mahdi Hasanlou, Farhad Samadzadegan
Comparative Study of Intrinsic Dimensionality Estimation and Dimension Reduction Techniques on Hyperspectral Images Using K-NN Classifier. IEEE Geosci. Remote. Sens. Lett. 9 (6) (2012)
Mahdi Hasanlou, Mohammad Reza Saradjian, Farhad Samadzadegan
Satellite image fusion quality measurement by separating radiometric and geometric components. IGARSS (2012)