All Stories

  1. CA-MTransUNet: Cloud-Aware Mixture-of-Experts Linear Transformer U-Net for forest burned area (FBA) mapping using Sentinel-1 and Sentinel-2 images

    Article • Big Earth Data, January 2026, Taylor & Francis

    Ali Jamali

  2. MixerCA: An efficient and accurate model for high-performance hyperspectral image classification

    Article • Remote Sensing Applications Society and Environment, January 2026, Elsevier

    Ali Jamali

  3. ConvAttentionNet: a high-performance model for efficient and accurate PolSAR data classification

    Article • Frontiers in Remote Sensing, September 2025, Frontiers

    Ali Jamali

  4. ViCxLSTM: An extended Long Short-term Memory vision transformer for complex remote sensing scene classification

    Article • International Journal of Applied Earth Observation and Geoinformation, September 2025, Elsevier

    Ali Jamali

  5. A generative framework for detection and classification of plant leaf disease using diffusion network

    Article • Applied Soft Computing, June 2025, Elsevier

    Ali Jamali

  6. Exploring the concept of digital twins of wetlands for supporting ecosystem monitoring and management

    Article • Big Earth Data, March 2025, Taylor & Francis

    Ali Jamali

  7. High-resolution UAV-based blueberry scorch virus mapping utilizing a deep vision transformer algorithm

    Article • Computers and Electronics in Agriculture, February 2025, Elsevier

    Ali Jamali

  8. SimPoolFormer: A two-stream vision transformer for hyperspectral image classification

    Article • Remote Sensing Applications Society and Environment, January 2025, Elsevier

    Ali Jamali

  9. MSHCCT: A Multiscale Compact Convolutional Network for High-Resolution Aerial Scene Classification

    Article • IEEE Geoscience and Remote Sensing Letters, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Ali Jamali

  10. MixerSENet: A Lightweight Framework for Efficient Hyperspectral Image Classification

    Article • IEEE Geoscience and Remote Sensing Letters, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Ali Jamali

  11. High-resolution mapping of Blueberry scorch virus incidence using RGB and multispectral UAV images and deep learning

    Article • Remote Sensing Applications Society and Environment, November 2024, Elsevier

    Ali Jamali

  12. How to Learn More? Exploring Kolmogorov–Arnold Networks for Hyperspectral Image Classification

    Article • Remote Sensing, October 2024, MDPI AG

    Ali Jamali

  13. e-TransUNet: TransUNet provides a strong spatial transformation for precise deforestation mapping

    Article • Remote Sensing Applications Society and Environment, August 2024, Elsevier

    Ali Jamali

  14. Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery

    Article • International Journal of Applied Earth Observation and Geoinformation, March 2024, Elsevier

    Ali Jamali

  15. Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification

    Article • IEEE Geoscience and Remote Sensing Letters, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Ali Jamali

  16. Cross Hyperspectral and LiDAR Attention Transformer: An Extended Self-Attention for Land Use and Land Cover Classification

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Ali Jamali

  17. Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction

    Article • IEEE Geoscience and Remote Sensing Letters, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Ali Jamali

  18. SSL-SoilNet: A Hybrid Transformer-Based Framework With Self-Supervised Learning for Large-Scale Soil Organic Carbon Prediction

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Ali Jamali

  19. Spatial-Gated Multilayer Perceptron for Land Use and Land Cover Mapping

    Article • IEEE Geoscience and Remote Sensing Letters, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Ali Jamali

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

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

    Ali Jamali

  21. 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

  22. 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

  23. 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

  24. 3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks and Swin transformer

    Article • Ecological Informatics, December 2022, Elsevier

    Ali Jamali

  25. 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

  26. 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

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

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

    Ali Jamali

  28. 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

  29. 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

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

    Article • January 2022, Springer Science + Business Media

    Ali Jamali

  31. 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

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

    Article • January 2022, Springer Science + Business Media

    Ali Jamali

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

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

    Article • Remote Sensing, May 2021, MDPI AG

    Ali Jamali

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

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

    Article • October 2018, Copernicus GmbH

    Ali Jamali

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

    Article • September 2018, Copernicus GmbH

    Ali Jamali

  53. Homotopy-based 3D indoor building reconstruction

    Article • Engineering Optimization, June 2018, Taylor & Francis

    Ali Jamali

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

    Article • October 2017, Copernicus GmbH

    Ali Jamali

  55. 3D Indoor Building Environment Reconstruction using Least Square Adjustment, Polynomial Kernel, Interval Analysis and Homotopy Continuation

    Article • October 2016, Copernicus GmbH

    Ali Jamali

  56. A Hybrid 3D Indoor Space Model

    Article • October 2016, Copernicus GmbH

    Ali Jamali

  57. 3D TOPOLOGICAL INDOOR BUILDING MODELING INTEGRATED WITH OPEN STREET MAP

    Article • September 2016, Copernicus GmbH

    Ali Jamali

  58. 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

  59. 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

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

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

    Ali Jamali

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

    Article • January 2014, Springer Science + Business Media

    Ali Jamali

  62. 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