Courses

עיבוד וזיהוי תמונה (50120)

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.

עיבוד סיפרתי של אות (50124)

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.

קרינה ברפואה-דימות וטיפול (50127)

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).

נושאים נבחרים בעיבוד תמונות רפואיות (50212)

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.

פרויקט גמר חלק א' (50411)

Abstract:

The final project workshop will accompany the students through the various stages of the final project:

During the second semester, the workshop will assist in a detailed definition of the nature of the project, the engineering challenge, the goals, objectives and metrics, alternatives for the execution of the project, initial design, building a work plan and defining the project's deliverables.

During the workshop they will learn the procedures, which include how to work independently and work with the project supervisor, milestones, assignments and grades.

During the workshop, training will be given in effective presentation skills of engineering topics and in particular the final project.

עיבוד תמונה מתקדם ו (50504)

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.