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Courses

  • Image Processing (50120)
    • תקציר הקורס:

    Abstract:

    The human visual system, properties of digital images and the basis of image processing (binary, gray level),

    Fourier analysis and distortions, image sampling and reconstruction, image enhancement through shaping the gray level histogram,

    various filters for image processing and improvement, introduction to information theory,

    image coding and compression, principles of color image representation and processing,

    introduction to video processing, 3D images, applications of image processing.
  • Digital Signal Processing (50124)
    • תקציר הקורס:

    Abstract:

    In this course, the students are introduced to DSP concepts and their implementation.

    The course topics include Discrete time signal representations, sampling theory,

    interpolation and decimation, discrete time Fourier transform, z-transform,

    discrete Fourier transform, and fast Fourier transform, digital filters, IIR and FIR filters.
  • Radiation In Medicine: Imaging And Therapy (50127)
    • תקציר הקורס:

    Abstract:

    Introduction, the interaction between radiation (electromagnetic, ultrasound) and tissue, x-rays (x-ray imaging, fluoroscopy, radiotherapy, CT), nuclear medicine (scintigraphy, SPECT, PET, gamma ray and beta ray therapy, brachytherapy, radioimmunotherapy), MRI (MR physics, pulse sequences and protocols, the scanner, applications of MRI), Ultrasound (US physics, the image, main applications in medical imaging, therapeutic applications of US).
  • Selected Topics In Medical Image Processing (50212)
    • תקציר הקורס:

    Abstract:

    Wavelet transform and its applications in image processing, shape descriptors and their use in tumor identification, advanced methods for dimension reduction and data classification

    (PCA, ICA, LDA, SVM), Active Contours.
  • Advanced Applications Of Image Processing And (50504)
    • תקציר הקורס:

    Abstract:

    Mathematical morphology, Segmentation, Texture analysis, Implementation of pattern recognition to image processing,

    Fuzzy Logic, Neural networks, Image registration, Analysis of movement, Medical 3D images.