Mahdi Hasanlou

27 papers C 7Journal 20

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Noise-robust multimodal remote sensing image matching via geometric analysis of embedded pre-trained manifolds. Neurocomputing Negar Jovhari, Amin Sedaghat, Reza Shah-Hosseini, Nazila Mohammadi, Mahdi Hasanlou
2024	J	`jnl`	A novel deep Siamese framework for burned area mapping Leveraging mixture of experts. Eng. Appl. Artif. Intell. Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
2024	J	`jnl`	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. Masoomeh Gomroki, Mahdi Hasanlou, Jocelyn Chanussot, Danfeng Hong
2024	J	`jnl`	Exploring the Potential of PRISMA Satellite Hyperspectral Image for Estimating Soil Organic Carbon in Marvdasht Region, Southern Iran. Remote. Sens. Mehdi Golkar Amoli, Mahdi Hasanlou, Ruhollah Taghizadeh-Mehrjardi, Farhad Samadzadegan
2023	J	`jnl`	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. Masoomeh Gomroki, Mahdi Hasanlou, Jocelyn Chanussot
2023	J	`jnl`	BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot, Pedram Ghamisi
2023	J	`jnl`	Comparison of Machine Learning Algorithms for Flood Susceptibility Mapping. Remote. Sens. Seyd Teymoor Seydi, Yousef Kanani-Sadat, Mahdi Hasanlou, Roya Sahraei, Jocelyn Chanussot, Meisam Amani
2023	J	`jnl`	STCD-EffV2T Unet: Semi Transfer Learning EfficientNetV2 T-Unet Network for Urban/Land Cover Change Detection Using Sentinel-2 Satellite Images. Remote. Sens. Masoomeh Gomroki, Mahdi Hasanlou, Peter Reinartz
2022	J	`jnl`	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. Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
2022	J	`jnl`	Automatic Mapping of Burned Areas Using Landsat 8 Time-Series Images in Google Earth Engine: A Case Study from Iran. Remote. Sens. Houri Gholamrezaie, Mahdi Hasanlou, Meisam Amani, S. Mohammad MirMazloumi
2022	C	`conf`	Iranian Wetland Hydroperiod Change Detection Using an Unsupervised Method on 20 Years of Landsat Data Within the Google Earth Engine. IGARSS MohammadAli Hemati, Masoud MahdianPari, Mahdi Hasanlou, Fariba Mohammadimanesh
2022	J	`jnl`	TCD-Net: A Novel Deep Learning Framework for Fully Polarimetric Change Detection Using Transfer Learning. Remote. Sens. Rezvan Habibollahi, Seyd Teymoor Seydi, Mahdi Hasanlou, Masoud MahdianPari
2021	J	`jnl`	A Systematic Review of Landsat Data for Change Detection Applications: 50 Years of Monitoring the Earth. Remote. Sens. MohammadAli Hemati, Mahdi Hasanlou, Masoud MahdianPari, Fariba Mohammadimanesh
2021	J	`jnl`	DSMNN-Net: A Deep Siamese Morphological Neural Network Model for Burned Area Mapping Using Multispectral Sentinel-2 and Hyperspectral PRISMA Images. Remote. Sens. Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
2021	J	`jnl`	Earthquake Damage Region Detection by Multitemporal Coherence Map Analysis of Radar and Multispectral Imagery. Remote. Sens. Mahdi Hasanlou, Reza Shah-Hosseini, Seyd Teymoor Seydi, Sadra Karimzadeh, Masashi Matsuoka
2021	J	`jnl`	Oil Spill Detection Based on Multiscale Multidimensional Residual CNN for Optical Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Seyd Teymoor Seydi, Mahdi Hasanlou, Meisam Amani, Weimin Huang
2021	C	`conf`	Wetland Mapping of Northern Provinces of Iran Using Sentinel-1 and Sentinel-2 in Google Earth Engine. IGARSS MohammadAli Hemati, Mahdi Hasanlou, Masoud MahdianPari, Fariba Mohammadimanesh
2020	J	`jnl`	A New End-to-End Multi-Dimensional CNN Framework for Land Cover/Land Use Change Detection in Multi-Source Remote Sensing Datasets. Remote. Sens. Seyd Teymoor Seydi, Mahdi Hasanlou, Meisam Amani
2019	J	`jnl`	An Unsupervised Binary and Multiple Change Detection Approach for Hyperspectral Imagery Based on Spectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hamid Jafarzadeh, Mahdi Hasanlou
2019	J	`jnl`	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. Pham Viet Hoa, Nguyen Vu Giang, Nguyen An Binh, Le Vu Hong Hai, Tien-Dat Pham, Mahdi Hasanlou, Dieu Tien Bui
2018	C	`conf`	Classifying Multi-Channel Polsar Images Base on Polarization Signature. IGARSS Ramin Saadi, Mahdi Hasanlou, Abdolreza Safari
2018	C	`conf`	Monitoring Land Subsidence in Azar Oilfield, Ilam, Iran Through Small-Baseline Sar Interferometry Analysis. IGARSS Zahra Mirzaii, Mahdi Hasanlou, Javad Hatami
2018	C	`conf`	SAR Image Matching Improvement Using Image Texture Analysis. IGARSS Mohammad Amin Ghannadi, Mohammad Saadatseresht, Mahdi Hasanlou
2017	J	`jnl`	Integration of genetic algorithm and multiple kernel support vector regression for modeling urban growth. Comput. Environ. Urban Syst. Hossein Shafizadeh-Moghadam, Amin Tayyebi, Mohammad Ahmadlou, Mahmoud Reza Delavar, Mahdi Hasanlou
2017	C	`conf`	Semi-analytical soil moisture retrieval using PolSAR imagery. IGARSS Esmaeil Khedri, Mahdi Hasanlou, Alireza Tabatabaeenejad
2012	J	`jnl`	Comparative Study of Intrinsic Dimensionality Estimation and Dimension Reduction Techniques on Hyperspectral Images Using K-NN Classifier. IEEE Geosci. Remote. Sens. Lett. Mahdi Hasanlou, Farhad Samadzadegan
2012	C	`conf`	Satellite image fusion quality measurement by separating radiometric and geometric components. IGARSS Mahdi Hasanlou, Mohammad Reza Saradjian, Farhad Samadzadegan