Mahdi Hasanlou

1. UNet-GCViT: a UNet-based framework with global context vision transformer blocks for building damage detection

Gomroki Masoumeh, Hasanlou Mahdi, Chanussot Jocelyn, Hong Danfeng (2025)., INTERNATIONAL JOURNAL OF REMOTE SENSING, -(-), 1-24.

1. Multi-Scale Fusion of High Spatial Resolution Satellite Images Based on Steerable Gaussian Filters and Local Saliency Map

Jowhari Negar, Shah Hosseini Reza, Hasanlou Mahdi, صداقت امین, محمدی نازیلا, اوستان سیامند (2024)., Geospatial Information Technology, 12(2).

2. Quantifying urban air quality through multispectral satellite imagery and Google earth Engine

Zamiri Aghdam Faezeh, Hasanlou Mahdi, Dehghanijabbarlou Milad (2024)., JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS, 261(-), 106301.

3. EMYNet-BDD: EfficientViTB Meets Yolov8 in the Encoder–Decoder Architecture for Building Damage Detection Using Postevent Remote Sensing Images

Gomroki Masoumeh, Hasanlou Mahdi, Chanussot Jocelyn, Hong Danfeng (2024)., IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17(-), 13120-13134.

4. Quantifying Land Surface Temperature through Multispectral Landsat-9 Satellite Images

Abbasi Mohammadali, Hasanlou Mahdi, Homayouni Saeid (2024)., 9th ADVANCED ENGINEERING DAYS (AED), 9-10 July, Istanbul, Turkey.

5. Exploring the Potential of PRISMA Satellite Hyperspectral Image for Estimating Soil Organic Carbon in Marvdasht Region, Southern Iran

Golkar Amoli Mehdi, Hasanlou Mahdi, Faghizadeh-Mehrjerdi Ruhollah, Samadzadegan Farhad (2024)., Remote Sensing, 16(12), 2149.

6. Fire detection from UAV images using deep learning methods

خواجوی حمید, رضایی هاپیل محمد, Hasanlou Mahdi (2024)., 28th Conference on Surveying & Spatial Information (Geomatics 1403), 28 April-1 May, Tehran, Iran.

7. A novel deep Siamese framework for burned area mapping Leveraging mixture of experts

Seydi Seyd teymur, Hasanlou Mahdi, Chanussot Jocelyn (2024)., ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 133(part C), 1-18.

1. The use of remote sensing in identifying illegal poppy fields with an emphasis on investigating sources, extracting algorithms and implementing selected algorithms in Afghanistan

Toosi Ahmad, Hasanlou Mahdi (2023)., Narcotics Science Research, 15(3), 38-65.

2. Automatic 3D Multiple Building Change Detection Model Based on Encoder–Decoder Network Using Highly Unbalanced Remote Sensing Datasets

Gomroki Masoumeh, Hasanlou Mahdi, Chanussot Jocelyn (2023)., IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16(1), 10311-10325.

3. Leveraging involution and convolution in an explainable building damage detection framework

Seydi Seyd teymur, Hasanlou Mahdi, Chanussot Jocelyn, Ghamisi Pedram (2023)., European Journal of Remote Sensing, 51(1), 1-21.

4. Unsupervised building change detection in VHR images using improved PCA-KMeans algorithm

Soheili Niloufar, Hasanlou Mahdi, Gomroki Masoumeh (2023)., Earth Observation and Geomatics Engineering, 7(1), 1-7.

5. Monitoring and estimating coastal upwelling using Sentinel-3 satellite imagery (case study: The Caspian Sea)

Ghorbani Afzal Faezeh, Hasanlou Mahdi, Rajabi Saeed (2023)., CONTINENTAL SHELF RESEARCH, 261(1), 105010.

6. BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net

Seydi Seyd Teymoor, Hasanlou Mahdi, Chanussot Jocelyn, Ghamisi Pedram (2023)., IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16(1), 4232-4247.

7. 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

Hemati MohammadAli, Hasanlou Mahdi, Mahdianpari Masoud, Mohammadimanesh Fariba (2023)., ENVIRONMENTAL MONITORING AND ASSESSMENT, 195(5).

8. STCD-EffV2T Unet: Semi Transfer Learning EfficientNetV2 T-Unet Network for Urban/Land Cover Change Detection Using Sentinel-2 Satellite Images

Gomroki Masoumeh, Hasanlou Mahdi, Reinartz Peter (2023)., Remote Sensing, 15(5), 1232.

9. FULL POLARIMETRIC TIME SERIES IMAGE ANALYSIS FOR CROP TYPE MAPPING

Noroozi Helia, Hasanlou Mahdi (2023)., ISPRS GeoSpatial Conference 2022, Joint 6th Sensors and Models in Photogrammetry and Remote Sensing (SMPR) and 4th Geospatial Information Research (GIResearch) Conferences, 14-16 January, Tehran, Iran.

10. AUTOMATIC ROAD CRACK RECOGNITION BASED ON DEEP LEARNING NETWORKS FROM UAV IMAGERY

Samadzadegan Farhad, Dadrass Javan Farzaneh, Hasanlou Mahdi, Gholamshahi Mehrnaz, Ashtari mahini Farnaz (2023)., ISPRS GeoSpatial Conference 2022, Joint 6th Sensors and Models in Photogrammetry and Remote Sensing (SMPR) and 4th Geospatial Information Research (GIResearch) Conferences, 14-16 January, Tehran, Iran.

11. SHORELINE EXTRACTION USING TIME SERIES OF SENTINEL-2 SATELLITE IMAGES BY GOOGLE EARTH ENGINE PLATFORM

Rostami Saghez Ehsan, Sharifi Mohammad Ali, Hasanlou Mahdi (2023)., ISPRS GeoSpatial Conference 2022 Joint 6th Sensors and Models in Photogrammetry and Remote Sensing (SMPR) and 4th Geospatial Information Research (GIResearch) Conferences, 14-16 January, Tehran, IRAN.

12. A COMPARISON OF TREE-BASED REGRESSION MODELS FOR SOIL MOISTURE ESTIMATION USING SAR DATA

Akhavan Zeinab, Hasanlou Mahdi, Hosseini Mehdi (2023)., ISPRS GeoSpatial Conference 2022, Joint 6th Sensors and Models in Photogrammetry and Remote Sensing (SMPR) and 4th Geospatial Information Research (GIResearch) Conferences, 14-16 January, Tehran, Iran.

13. A COMPARATIVE STUDY OF MACHINE LEARNING CLASSIFIERS FOR CROP TYPE MAPPING USING VEGETATION INDICES

Asgari Shabnam, Hasanlou Mahdi (2023)., ISPRS GeoSpatial Conference 2022, Joint 6th Sensors and Models in Photogrammetry and Remote Sensing (SMPR) and 4th Geospatial Information Research (GIResearch) Conferences, 14-16 January, Tehran, Iran.

14. RAPID AUTOMATIC DETECTION OF COVID-19 IN CHEST CT IMAGES USING VGG-16 AND TRANSFER LEARNING

Gomroki Masoumeh, Shah Hosseini Reza, Hasanlou Mahdi (2023)., GeoSpatial Conference 2022, 14-16 January, Tehran, Iran.

1. Comparison of Machine Learning Algorithms for Flood Susceptibility Mapping

Seydi Seyd Teymoor, Kanani Sadat Yusof, Hasanlou Mahdi, Sahraei Roya, Chanussot Jocelyn, Amani Meisam (2022)., Remote Sensing, 15(1), 192.

2. Automatic Mapping of Burned Areas Using Landsat 8 Time-Series Images in Google Earth Engine: A Case Study from Iran

Gholamrezaie Houri, Hasanlou Mahdi, Amani Meisam, Mirmazloumi S. Mohammad (2022)., Remote Sensing, 14(24), 6376.

3. A Convolutional Neural Network Method for Rice Mapping Using Time-Series of Sentinel-1 and Sentinel-2 Imagery

Saadat Mohammad, Seydi Seyd teymur, Hasanlou Mahdi, Homayouni Saied (2022)., Agriculture-basel, 12(12), 2083.