Schedule ISA 2021

Schedule for Image and System Analysis (FK7064) 9 hp, HT 2021 Activities marked in red are mandatory to attend

Week Day

35

Monday

Date 30.08

Tuesday

31.08

Wednesday 01.09

Thursday 02.09

37

Monday

06.09

Tuesday

07.09

Wednesday 08.09

Thursday 09.09

38

Monday

13.09

Wednesday 15.09

Thursday 16.09

39

Monday

20.09

Time 10:00-12:00 13:00-15:00 09:00-12:00 09:00-12:00 09:00-12:00 09:00-12:00 09:00-12:00

09:00-15:00

09:00-12:00 09:00-11:00 11.00-12:00 09.00-12.00 09:00-12:00

Teaching activity Introduction to image analysis Introduction to the clinical practice Imaging fundamentals Spatial domain techniques Frequency domain techniques Introduction to the Matlab exercises Filtering in the frequency domain Calculation exercises Laboratory exercise 1: Spatial & frequency domain techniques Image restoration and tomography The eye + Colour image processing Calculation exercises Image compression Calculation exercises Medical image formats and coordinate systems Image segmentation

Teacher ML EKL BS BS BS ASC BS

ASC

BS BS BS BS BS CW CW

Image registration

Wednesday 22.09 13:00-14:00 Image segmentation ? Tutoring and discussions

14:00-16:00 Laboratory exercises 2 ? Image segmentation

Thursday 23.09 10.00-12.00 Visualization and applications

13:00-15:00 Laboratory exercises 3 - Visualization and

applications

Friday

24.09 13:00-14:00 Image registration ? Tutoring and discussions

14:00-16:00 Laboratory exercises 4 - Image registration

40

Monday

27.09 10:00-12:00 Statistics 1

Tuesday

28:09 10:00-12:00 Statistics 2

Wednesday 29.09 09.00-10.00 Visual grading

10:00-12:00 Receiver operating characteristic (ROC) analysis

Thursday 30.09 10:00-12:00 Seminar: Introduction to deep learning and AI

41

Wednesday 06.10 09:00-14:00 Exam

* Chapter number in Gonzalez & Woods: Digital image processing - Third edition

RM CW CW ?S ?S

RM RM C-BL C-BL ?S IT-D CW

Room Zoom

Zoom Zoom Zoom Zoom Zoom

Computer room

Zoom Zoom Zoom Zoom Zoom Flipped class

Zoom Computer room

Zoom Computer room

Zoom Computer room

MSF Library MSF Library

Zoom Zoom Zoom On campus

Literature* 1

3 4 5

5 6 and 2(eye)

8 2.4.2-2.4.3 9.1-9.3, 10.3.1 10.4-10.5

Lecture notes Lecture notes Lecture notes

Lecturers:

EKL C-BL ML

Emely Kjelsson Lindblom, Senior Lecturer, Stockholm University Chun-Biu Li, Associate Professor, Stockholm University Marta Lazzeroni, Senior Lecturer, Stockholm University

RM

Rodrigo Moreno, Associate Professor, School of Technology and Health, KTH, Stockholm

ASC

Ana Sagu?s Carracedo, PhD student, Stockholm University

?S

?rjan Smedby, Professor, School of Technology and Health, KTH, Stockholm

BS IT-D CW

Bo Sundborg, Professor, Stockholm University Iuliana Toma-Dasu, Professor, Stockholm University Chunliang Wang, Associate Professor, School of Technology and Health, KTH, Stockholm

Literature: Gonzalez & Woods: Digital image processing - Third edition

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