Lectures

Course Logistics

Location: Hörsaal S481, Chemie, Biochemie und Pharmazie (DCBP)
Address: Freiestrasse 3, 3012 Bern
Time: 13:15–15:00 (1 hour 45 minutes per lecture)

Lecture materials including slides, notes, and code examples will be posted here. Please review materials before class and bring questions to the discussion forum or office hours.

Course Overview & Python for Image Analysis

(Instructor: Amith Kamath)

Wednesday, February 18

Digital Image Formation & Representation

(Instructor: Amith Kamath)

Wednesday, February 25

Sampling, Quantization, Resolution

(Instructor: Dr. Hugo Guillen Ramirez)

Wednesday, March 4

Point Operations & Filtering

(Instructor: Dr. Hugo Guillen Ramirez)

Wednesday, March 11

Edge Detection & Morphological Operations

(Instructor: Dr. Hugo Guillen Ramirez)

Wednesday, March 18

Image Segmentation

(Instructor: Prof. Dr. Mauricio Reyes)

Wednesday, March 25

Mid-term Exam (covers lectures 1-6)

Wednesday, April 1

    Feature Extraction

    (Instructor: Prof. Dr. Mauricio Reyes)

    Wednesday, April 8

    Image Registration & 2D vs. 3D Analysis

    (Instructor: Prof. Dr. Mauricio Reyes)

    Wednesday, April 15

    Introduction to Deep Learning for Image Analysis

    (Instructor: Dr. Pablo Marquez Neila)

    Wednesday, April 22

    Generative Models & Advanced Architectures

    (Instructor: Dr. Pablo Marquez Neila)

    Wednesday, April 29

    Best Practices, Reproducibility, and Medical Applications

    (Instructor: Amith Kamath)

    Wednesday, May 6

    Flash Presentations of Demos (Assignment 2)

    (Instructor: Amith Kamath)

    Wednesday, May 13