All Stories

  1. TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping

    Article • International Journal of Applied Earth Observation and Geoinformation, June 2023, Elsevier

    Ali Jamali

  2. WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping

    Article • International Journal of Applied Earth Observation and Geoinformation, June 2023, Elsevier

    Ali Jamali

  3. HYPERSPECTRAL IMAGE CLASSIFICATION USING MULTI-LAYER PERCEPTRON MIXER (MLP-MIXER)

    Article • The International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, February 2023, Copernicus GmbH

    Ali Jamali

  4. Local Window Attention Transformer for Polarimetric SAR Image Classification

    Article • IEEE Geoscience and Remote Sensing Letters, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ali Jamali

  5. 3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks and Swin transformer

    Article • Ecological Informatics, December 2022, Elsevier

    Ali Jamali

  6. A deep learning framework based on generative adversarial networks and vision transformer for complex wetland classification using limited training samples

    Article • International Journal of Applied Earth Observation and Geoinformation, December 2022, Elsevier

    Ali Jamali

  7. Investigation of meteorological drought characteristics of the great man-made river region: a case study of drought in Libya

    Article • Environmental Earth Sciences, November 2022, Springer Science + Business Media

    Ali Jamali

  8. Wetland Classification with Swin Transformer Using Sentinel-1 and Sentinel-2 Data

    Article • July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Ali Jamali

  9. Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification Using Sentinel-1, Sentinel-2, and LiDAR Data

    Article • Remote Sensing, January 2022, MDPI AG

    Ali Jamali

  10. Swin Transformer for Complex Coastal Wetland Classification Using the Integration of Sentinel-1 and Sentinel-2 Imagery

    Article • Water, January 2022, MDPI AG

    Ali Jamali

  11. Investigation of Meteorological Drought Characteristics of the Great Man-Made River Region (Libya)

    Article • January 2022, Springer Science + Business Media

    Ali Jamali

  12. PolSAR Image Classification Based on Deep Convolutional Neural Networks Using Wavelet Transformation

    Article • IEEE Geoscience and Remote Sensing Letters, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Ali Jamali

  13. Land Use Land Cover Mapping in Support of Land Degradation Mapping Using Tree-Based Classifiers

    Article • January 2022, Springer Science + Business Media

    Ali Jamali

  14. 3-D Hybrid CNN Combined With 3-D Generative Adversarial Network for Wetland Classification With Limited Training Data

    Article • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Ali Jamali

  15. A COMPARISON OF TREE-BASED ALGORITHMS FOR COMPLEX WETLAND CLASSIFICATION USING THE GOOGLE EARTH ENGINE

    Article • The International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, December 2021, Copernicus GmbH

    Ali Jamali

  16. A Synergic Use of Sentinel-1 and Sentinel-2 Imagery for Complex Wetland Classification Using Generative Adversarial Network (GAN) Scheme

    Article • Water, December 2021, MDPI AG

    Ali Jamali

  17. Improving land use land cover mapping of a neural network with three optimizers of multi-verse optimizer, genetic algorithm, and derivative-free function

    Article • The Egyptian Journal of Remote Sensing and Space Science, December 2021, Elsevier

    Ali Jamali

  18. Deep Forest classifier for wetland mapping using the combination of Sentinel-1 and Sentinel-2 data

    Article • GIScience & Remote Sensing, September 2021, Taylor & Francis

    Ali Jamali

  19. A Cloud-Based Framework for Large-Scale Monitoring of Ocean Plastics Using Multi-Spectral Satellite Imagery and Generative Adversarial Network

    Article • Water, September 2021, MDPI AG

    Ali Jamali

  20. Comparing Solo Versus Ensemble Convolutional Neural Networks for Wetland Classification Using Multi-Spectral Satellite Imagery

    Article • Remote Sensing, May 2021, MDPI AG

    Ali Jamali

  21. Wetland Mapping Using Multi-Spectral Satellite Imagery and Deep Convolutional Neural Networks: A Case Study in Newfoundland and Labrador, Canada

    Article • Canadian Journal of Remote Sensing, March 2021, Taylor & Francis

    Ali Jamali

  22. Land use land cover mapping using advanced machine learning classifiers: A case study of Shiraz city, Iran

    Article • Earth Science Informatics, July 2020, Springer Science + Business Media

    Ali Jamali

  23. Landslide hazard risk modeling in north-west of Iran using optimized machine learning models

    Article • Modeling Earth Systems and Environment, June 2020, Springer Science + Business Media

    Ali Jamali

  24. Land use land cover modeling using optimized machine learning classifiers: a case study of Shiraz, Iran

    Article • Modeling Earth Systems and Environment, June 2020, Springer Science + Business Media

    Ali Jamali

  25. Evaluation of tree-base data mining algorithms in land used/land cover mapping in a semi-arid environment through Landsat 8 OLI image; Shiraz, Iran

    Article • Geomatics Natural Hazards and Risk, January 2020, Taylor & Francis

    Ali Jamali

  26. Evaluation and comparison of eight machine learning models in land use/land cover mapping using Landsat 8 OLI: a case study of the northern region of Iran

    Article • SN Applied Sciences, October 2019, Springer Science + Business Media

    Ali Jamali

  27. AUTOMATED EXTRACTION OF BUILDINGS FROM AERIAL LIDAR POINT CLOUDS AND DIGITAL IMAGING DATASETS

    Article • The International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, October 2019, Copernicus GmbH

    Ali Jamali

  28. EVALUATION OF ADVANCED DATA MINING ALGORITHMS IN LAND USE/LAND COVER MAPPING

    Article • The International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, October 2019, Copernicus GmbH

    Ali Jamali

  29. FLOOD MAPPING USING SYNTHETIC APERTURE RADAR: A CASE STUDY OF RAMSAR FLASH FLOOD

    Article • The International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, October 2019, Copernicus GmbH

    Ali Jamali

  30. SENTINEL-1 IMAGE CLASSIFICATION FOR CITY EXTRACTION BASED ON THE SUPPORT VECTOR MACHINE AND RANDOM FOREST ALGORITHMS

    Article • The International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, October 2019, Copernicus GmbH

    Ali Jamali

  31. A FIT-FOR-PURPOSE ALGORITHM FOR ENVIRONMENTAL MONITORING BASED ON MAXIMUM LIKELIHOOD, SUPPORT VECTOR MACHINE AND RANDOM FOREST

    Article • The International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, March 2019, Copernicus GmbH

    Ali Jamali

  32. UNIFIED TOPOLOGICAL FRAMEWORK FOR RETRIEVING 2D AND 3D MULTI-SCALE SPATIAL INFORMATION

    Article • October 2018, Copernicus GmbH

    Ali Jamali

  33. TOPOLOGICAL 3D ELEVATION DATA INTERPOLATION OF ASTER GDEM BASED ON CONTINUOUS DEFORMATION

    Article • September 2018, Copernicus GmbH

    Ali Jamali

  34. Homotopy-based 3D indoor building reconstruction

    Article • Engineering Optimization, June 2018, Taylor & Francis

    Ali Jamali

  35. A COMPARISON OF ARTIFICIAL NEURAL NETWORK AND HOMOTOPY CONTINUATION IN 3D INTERIOR BUILDING MODELLING

    Article • October 2017, Copernicus GmbH

    Ali Jamali

  36. 3D Indoor Building Environment Reconstruction using Least Square Adjustment, Polynomial Kernel, Interval Analysis and Homotopy Continuation

    Article • October 2016, Copernicus GmbH

    Ali Jamali

  37. A Hybrid 3D Indoor Space Model

    Article • October 2016, Copernicus GmbH

    Ali Jamali

  38. 3D TOPOLOGICAL INDOOR BUILDING MODELING INTEGRATED WITH OPEN STREET MAP

    Article • September 2016, Copernicus GmbH

    Ali Jamali

  39. 3D INDOOR BUILDING ENVIRONMENT RECONSTRUCTION USING CALIBRATION OF RANGEFINDER DATA

    Article • ISPRS Annals of the Photogrammetry Remote Sensing and Spatial Information Sciences, October 2015, Copernicus GmbH

    Ali Jamali

  40. AN AUTOMATED 3D INDOOR TOPOLOGICAL NAVIGATION NETWORK MODELLING

    Article • ISPRS Annals of the Photogrammetry Remote Sensing and Spatial Information Sciences, October 2015, Copernicus GmbH

    Ali Jamali

  41. An automated 3D modeling of topological indoor navigation network

    Article • GeoJournal, September 2015, Springer Science + Business Media

    Ali Jamali

  42. Rapid Indoor Data Acquisition Technique for Indoor Building Surveying for Cadastre Application

    Article • January 2014, Springer Science + Business Media

    Ali Jamali

  43. RAPID INDOOR DATA ACQUISITION FOR LADM-BASED 3D CADASTRE MODEL

    Article • ISPRS Annals of the Photogrammetry Remote Sensing and Spatial Information Sciences, September 2013, Copernicus GmbH

    Ali Jamali