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Mahdi Hasanlou
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2020 – today
- 2024
- [j19]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: 108280 (2024) - [j18]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): 2149 (2024) - [j17]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: 13120-13134 (2024) - 2023
- [j16]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): 192 (2023) - [j15]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): 1232 (2023) - [j14]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: 4232-4247 (2023) - [j13]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: 10311-10325 (2023) - 2022
- [j12]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): 438 (2022) - [j11]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): 6376 (2022) - [j10]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: 4194-4216 (2022) - [c7]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: 6209-6212 - 2021
- [j9]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): 1195 (2021) - [j8]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): 2869 (2021) - [j7]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): 5138 (2021) - [j6]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: 10941-10952 (2021) - [c6]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: 96-99 - 2020
- [j5]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): 2010 (2020)
2010 – 2019
- 2019
- [j4]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): 128 (2019) - [j3]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): 4888-4906 (2019) - 2018
- [c5]Zahra Mirzaii, Mahdi Hasanlou
, Javad Hatami
:
Monitoring Land Subsidence in Azar Oilfield, Ilam, Iran Through Small-Baseline Sar Interferometry Analysis. IGARSS 2018: 2235-2237 - [c4]Ramin Saadi, Mahdi Hasanlou
, Abdolreza Safari:
Classifying Multi-Channel Polsar Images Base on Polarization Signature. IGARSS 2018: 2428-2431 - [c3]Mohammad Amin Ghannadi
, Mohammad Saadatseresht, Mahdi Hasanlou
:
SAR Image Matching Improvement Using Image Texture Analysis. IGARSS 2018: 6832-6835 - 2017
- [j2]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: 28-40 (2017) - [c2]Esmaeil Khedri, Mahdi Hasanlou
, Alireza Tabatabaeenejad:
Semi-analytical soil moisture retrieval using PolSAR imagery. IGARSS 2017: 4897-4900 - 2012
- [j1]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): 1046-1050 (2012) - [c1]Mahdi Hasanlou
, Mohammad Reza Saradjian, Farhad Samadzadegan:
Satellite image fusion quality measurement by separating radiometric and geometric components. IGARSS 2012: 416-419
Coauthor Index

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