| Improved land cover map of Iran using Sentinel imagery within Google Earth Engine and a novel automatic workflow for land cover classification using migrated training samples A Ghorbanian, M Kakooei, M Amani, S Mahdavi, A Mohammadzadeh, ... ISPRS Journal of Photogrammetry and Remote Sensing 167, 276-288, 2020 | 274 | 2020 |
| A Systematic Review of Landsat Data for Change Detection Applications: 50 Years of Monitoring the Earth MA Hemati, M Hasanlou, M Mahdianpari, F Mohammadimanesh Remote Sensing 13 (15), 2869, 2021 | 145 | 2021 |
| A comparison study of different kernel functions for SVM-based classification of multi-temporal polarimetry SAR data B Yekkehkhany, A Safari, S Homayouni, M Hasanlou The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2014 | 129 | 2014 |
| 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) PV Hoa, NV Giang, NA Binh, LVH Hai, TD Pham, M Hasanlou, D Tien Bui Remote Sensing 11 (2), 128, 2019 | 122 | 2019 |
| Hyperspectral change detection: an experimental comparative study M Hasanlou, ST Seydi International Journal of Remote Sensing 39 (20), 7029-7083, 2018 | 104 | 2018 |
| A new end-to-end multi-dimensional CNN framework for land cover/land use change detection in multi-source remote sensing datasets ST Seydi, M Hasanlou, M Amani Remote Sensing 12 (12), 2010, 2020 | 99 | 2020 |
| Soil salinity mapping using dual-polarized SAR Sentinel-1 imagery MM Taghadosi, M Hasanlou, K Eftekhari International Journal of Remote Sensing 40 (1), 237-252, 2018 | 93 | 2018 |
| Retrieval of soil salinity from Sentinel-2 multispectral imagery MM Taghadosi, M Hasanlou, K Eftekhari European Journal of Remote Sensing 52 (1), 138-154, 2019 | 85 | 2019 |
| Integration of genetic algorithm and multiple kernel support vector regression for modeling urban growth H Shafizadeh-Moghadam, A Tayyebi, M Ahmadlou, MR Delavar, ... Computers, Environment and Urban Systems 65, 28-40, 2017 | 69 | 2017 |
| Comparative study of intrinsic dimensionality estimation and dimension reduction techniques on hyperspectral images using K-NN classifier M Hasanlou, F Samadzadegan IEEE Geoscience and Remote Sensing Letters 9 (6), 1046-1050, 2012 | 60 | 2012 |
| A new land-cover match-based change detection for hyperspectral imagery ST Seydi, M Hasanlou European Journal of Remote Sensing 50 (1), 517-533, 2017 | 59 | 2017 |
| Oil spill detection based on multiscale multidimensional residual CNN for optical remote sensing imagery ST Seydi, M Hasanlou, M Amani, W Huang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 48 | 2021 |
| UAV Photogrammetry: A Practical Solution for Challenging Mapping Projects M Saadatseresht, AH Hashempour, M Hasanlou International Conference on Sensors & Models in Photogrammetry & Remote …, 2015 | 46 | 2015 |
| Comparison of Machine Learning Algorithms for Flood Susceptibility Mapping ST Seydi, Y Kanani-Sadat, M Hasanlou, R Sahraei, J Chanussot, ... Remote Sensing 15 (1), 192, 2023 | 45 | 2023 |
| Investigating Urban Heat Island Effects and Relation Between Various Land Cover Indices in Tehran City Using Landsat 8 Imagery M Hasanlou, N Mostofi In Proceedings of the 1st Int. Electron. Conf. Remote Sens. 1 (1), 1-5, 2015 | 43* | 2015 |
| Burnt-Net: Wildfire burned area mapping with single post-fire Sentinel-2 data and deep learning morphological neural network ST Seydi, M Hasanlou, J Chanussot Ecological Indicators 140, 108999, 2022 | 42 | 2022 |
| DSMNN-Net: A Deep Siamese Morphological Neural Network Model for Burned Area Mapping Using Multispectral Sentinel-2 and Hyperspectral PRISMA Images ST Seydi, M Hasanlou, J Chanussot Remote Sensing 13 (24), 5138, 2021 | 32 | 2021 |
| An Unsupervised Binary and Multiple Change Detection Approach for Hyperspectral Imagery Based on Spectral Unmixing H Jafarzadeh, M Hasanlou IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 32 | 2019 |
| A COMPARISON OF MACHINE LEARNING MODELS FOR SOIL SALINITY ESTIMATION USING MULTI-SPECTRAL EARTH OBSERVATION DATA A Zarei, M Hasanlou, M Mahdianpari ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2021 | 31 | 2021 |
| A new structure for binary and multiple hyperspectral change detection based on spectral unmixing and convolutional neural network ST Seydi, M Hasanlou Measurement 186, 110137, 2021 | 30 | 2021 |
Jocelyn ChanussotINRIA, on leave from Grenoble INP在 grenoble-inp.fr 的电子邮件经过验证
