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aj1365/README.md

Ali Jamali

Gmail Badge GitHub Followers GitHub Stars ResearchGate Google Scholar Citations>

🔬 Ali Jamali is an expert in satellite and airborne remote sensing research and development with a Ph.D. degree in Geoinformatics.

Experiences:

  • Developed cutting-edge methods for various remote sensing applications (e.g., deforestation mapping, flood monitoring, wetlands mapping and monitoring)
  • Experience working with top scientists in remote sensing and computer science
  • Extensive industrial and academic R&D experience
  • Proven academic research and development capability in digital image processing for optical and SAR remote sensing

Areas of Interest:

  • Geoinformatics, Geographical Information Science (GIS), Geospatial data analysis
  • Remote Sensing, Earth Observation, Synthetic Aperture Radar (SAR), Multispectral, Hyperspectral
  • Large-scale area monitoring, change detection, time series analysis, site monitoring
  • Classification, Segmentation
  • Image Processing, Computer Vision, Deep Learning, Machine Learning, AI, Geo AI

GitHub Streak Stats

Python LaTeX NumPy Pandas Plotly scikit-learn SciPy Google Cloud Anaconda Keras PyTorch TensorFlow

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  1. PolSARFormer PolSARFormer Public

    This code is for the paper "Local Window Attention Transformer for Polarimetric SAR Image Classification" that is published in the IEEE Geoscience and Remote Sensing Letters journal.

    Jupyter Notebook 35 9

  2. DeepCNN_Polsar DeepCNN_Polsar Public

    This code is for the paper "PolSAR Image Classification based on Deep Convolutional Neural Networks and Wavelet Transformation" that is published in the IEEE Geoscience and Remote Sensing Letters j…

    Jupyter Notebook 24 5

  3. TransUNetplus2 TransUNetplus2 Public

    Here are the codes for the "TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping" paper.

    Jupyter Notebook 18 4

  4. RWVUNet RWVUNet Public

    This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆

    Jupyter Notebook 14 2

  5. e-TransUNet e-TransUNet Public

    This code is for the paper "e-TransUNet: TransUNet provides a strong spatial transformation for precise deforestation mapping" that is published in the Remote Sensing Applications: Society and Envi…

    Jupyter Notebook 10 1

  6. HSIConvKAN HSIConvKAN Public

    How to Learn More? Exploring the Possibility of Kolmogorov-Arnold Networks for Hyperspectral Image Classification

    Jupyter Notebook 12 3