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Vecka 4 2014 Visa i Mitt schema
Mån 20 jan 10:00-12:00 Lektion 1
VT 2014
Lektion Lärare: Philip Köck, Fredrik_Bergholm, Hamed_Hamid_Muhammed
Plats: FL-3-515

Topic: Introduction to the course + explanation of the course layout. What is a medical image? Image resolution, sampling & aliasing in 2D. What are Poisson & Gauss noises? Medical imaging with ionizing techniques (CT, PET & SPECT).

Ons 22 jan 08:00-10:00 Laboration 1
VT 2014
Laboration Lärare: Fredrik_Bergholm
Plats: FL-3-227

Matlab introduction 1: general introduction to Matlab and to using Matlab for image processing, analysis and reconstruction purposes.

Ons 22 jan 10:00-12:00 Lektion 2
VT 2014
Lektion Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-221

Topic: The sinogram. Fourier transform, 2D DFT, FFT, symmetry, properties & implementation.

Fre 24 jan 10:00-12:00 Lektion 3
VT 2014
Lektion Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-221

Topic: Filtering in Fourier domain.

Fre 24 jan 13:00-15:00 Laboration 2
VT 2014
Laboration Lärare: Fredrik_Bergholm
Plats: FL-3-227

Matlab introduction 2: general introduction to Matlab and to using Matlab for image processing, analysis and reconstruction purposes.

Vecka 5 2014 Visa i Mitt schema
Mån 27 jan 10:00-12:00 Lektion 4
VT 2014
Lektion Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-515

Topic: Convolution theorem. Spatial (in image domain) filters: Linear and non-linear, lowpass, highpass, average, median, etc.

Mån 27 jan 13:00-15:00 Lektion 5
VT 2014
Lektion Lärare: Philip Köck
Plats: FL-3-515

Wave, delta function, Fourier transform.

Ons 29 jan 10:00-12:00 Lektion 6
VT 2014
Lektion Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-515

Topic: Spatial (in image domain) filters: Linear and non-linear, lowpass, highpass, average, median, etc.

Ons 29 jan 13:00-15:00 Laboration 3
VT 2014
Laboration Lärare: Fredrik_Bergholm
Plats: FL-3-227

Matlab introduction 3: general introduction to Matlab and to using Matlab for image processing, analysis and reconstruction purposes.

Fre 31 jan 13:00-15:00 Lektion 7
VT 2014
Lektion Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-515

Topic: Image restoration.

Vecka 6 2014 Visa i Mitt schema
Tis 4 feb 08:00-10:00 Lektion 8
VT 2014
Lektion Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-515

Topic: Image registration.

Tis 4 feb 10:00-12:00 Laboration 4
VT 2014
Laboration Lärare: Fredrik_Bergholm
Plats: FL-3-227

Matlab introduction 4: general introduction to Matlab and to using Matlab for image processing, analysis and reconstruction purposes.

Ons 5 feb 13:00-15:00 Lektion 9
VT 2014
Lektion Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-515

Topic: Properties of the Radon transform. Back projection. Filtered Back projection.

Ons 5 feb 15:00-17:00 Lektion 10
VT 2014
Lektion Lärare: Philip Köck
Plats: FL-3-515

Topic: Convolution, correlation.

Fre 7 feb 10:00-12:00 Lektion 11
VT 2014
Lektion Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-515

Topic: 3D image reconstruction (slice-wise techniques): Filtered Back Projection FBP. Iterative methods. Algebraic methods (including limitations). Maximum Likelihood MLEM. Ordered
subsets. Maximum a posteriori.

Vecka 7 2014 Visa i Mitt schema
Tis 11 feb 10:00-12:00 Laboration 5
VT 2014
Laboration Lärare: Fredrik_Bergholm
Plats: FL-3-227

Linear and non-linear spatial filters.

Tis 11 feb 13:00-15:00 Lektion 12
VT 2014
Lektion Lärare: Philip Köck
Plats: FL-3-253

Topic: Sampling, linear systems.

Ons 12 feb 13:00-15:00 Lektion 13
VT 2014
Lektion Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-253

Topic: Image segmentation, edge-detection-based (HPF, canny), texture-based, intensitybased, color-based.

Ons 12 feb 15:00-17:00 Lektion 14
VT 2014
Lektion Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-253

Topic: Feature extraction from medical images.

Fre 14 feb 13:00-15:00 Laboration 6
VT 2014
Laboration Lärare: Fredrik_Bergholm
Plats: FL-3-227

Fourier transform, filtering in Fourier domain.

Vecka 8 2014 Visa i Mitt schema
Mån 17 feb 10:00-12:00 Lektion 15
VT 2014
Lektion Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-515

Topic: Image classification, supervised, unsupervised, k-means, nearest neighbor, vector norm.

Mån 17 feb 13:00-15:00 Lektion 16
VT 2014
Lektion Lärare: Philip Köck
Plats: FL-3-253

Topic: Radon transform, Fourier slice theorem.

Ons 19 feb 10:00-12:00 Laboration 7
VT 2014
Laboration Lärare: Fredrik_Bergholm
Plats: FL-3-227

Image restoration.

Vecka 9 2014 Visa i Mitt schema
Mån 24 feb 10:00-12:00 Lektion 17
VT 2014
Lektion Lärare: Philip Köck
Plats: FL-3-515

Note: given by Philip not Hamed

Topic: PCA, Correlation, image compression.

Fre 28 feb 13:00-15:00 Laboration 8
VT 2014
Laboration Lärare: Fredrik_Bergholm
Plats: FL-3-227

Filtered Back Projection FBP, image quality.

Vecka 10 2014 Visa i Mitt schema
Fre 7 mar 10:00-12:00 Seminarium 1
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264

Presentation of the introduction and theoretical background of the 4 projects.

Vecka 13 2014 Visa i Mitt schema
Fre 28 mar 08:00-10:00 Seminarium
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264
Vecka 16 2014 Visa i Mitt schema
Fre 18 apr 13:00-15:00 Seminarium
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264
Vecka 17 2014 Visa i Mitt schema
Fre 25 apr 08:00-10:00 Seminarium
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264
Vecka 18 2014 Visa i Mitt schema
Ons 30 apr 13:00-15:00 Seminarium
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264
Vecka 19 2014 Visa i Mitt schema
Fre 9 maj 08:00-10:00 Seminarium
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264
Vecka 20 2014 Visa i Mitt schema
Tis 13 maj 10:00-12:00 Canceled
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264

Canceled

Tis 13 maj 13:00-15:00 Canceled
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264

Canceled

Ons 14 maj 10:00-12:00 Seminarium: project 1&2
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264
Ons 14 maj 13:00-15:00 Seminarium: project 3
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264
Tors 15 maj 10:00-12:00 Seminarium: project 6
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264
Tors 15 maj 13:00-15:00 Seminarium: project 9
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264
Fre 16 maj 10:00-12:00 Canceled
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264

Canceled

Fre 16 maj 13:00-15:00 Canceled
VT 2014
Seminarium Lärare: Hamed_Hamid_Muhammed
Plats: FL-3-264

Canceled