RESEARCH INTERESTS

  • Ocular Image Processing (Optical Coherence Tomography (OCT), OCT-Angio, Fundus, SLO)
  • Brain Data Processing (fMRI, MRI)
  • Radiographic Image Analysis (CT scan, X-ray images)
  • Image Analysis in Neurodegenerative Diseases (Multiple Sclerosis, Neuromyelitis Optica, Alzheimer's Disease, Parkinson’s Disease)
  • Image pre-processing,, enhancement,, and Noise reduction
  • Shape and texture representation
  • Object recognition
  • Pattern recognition
  • Segmentation, Restoration, and Classification
  • Graph based image processing
  • Motion analysis
  • Supervised/ Unsupervise learning
  • Classification and Segmentation
  • Interpretability
  • Data Augmentation
  • Dimensionality reduction
  • Feature Extraction
  • Non-Stationary data analysis
  • Sparse representations
  • 1D methods like STFT, Wavelet Transform, Wigner-Ville Transform
  • 2D methods like Curvelets, Contourlets, Shearlets, and Bandlets
  • Dictionary learning
  • Medical Data Acquisition
  • Data Selection, Preprocessing and Querying
  • Automatic quality monitoring
  • Design of quality enhancement methods

SUCCESS IS ALWAYS DOING YOUR BEST

My research interests and accomplishments (reocrded in 2020 in Farsi)

 
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