Zeitplan

VU Computer Vision

Course details

Timetable

The lecture will be held in presence in WS2023/2024. Enclosed you find a schedule for orientation of the lecture and exercise part.

The discussion of the exercise part and the general procedure of the course is on 11.10.2023.

The start of the lecture part is scheduled for 23.10.2023. The following is a list of the contents of the lecture part and the dates of the units of the exercise part:

Monday: 15:00 – 17:00
Tuesday: 15:00 – 17:00
Wednesday: 15:00 – 17:00

Location: EI 5 Hochenegg Hörsaal

Time Type Content
11.10.2023, 13:00 – 14:00,  FAV Hörsaal 1 E Discussion of the general exercise procedure, Q&A
23.10.2023, 15:00 c.t., EI5 V L1: Introduction: What is Computer Vision?

    • General Introduction
    • History of Computer Vision
    • Why is Vision Hard?
24.10.2023, 15:00 c.t., EI5 V L2: Structure of Images 1: Image Formation

    • Image Geometry and Formation
    • Types of Projections
25.10.2023, 15:00 c.t., EI5 V L3: Structure of Images 2: Texture, Scenes, and Context 1

    • Properties of Light
    • Light Transport – BRDF
    • Structure in Images: Visual Features, Filtering, Transformations
30.10.2023, 23:59 E Group Finding & Exercise #0 Deadline
30.10.2023, 15:00 c.t., EI5 V L4: Structure of Images 3: Texture, Scenes, and Context 2

    • Linear Image Transform
    • Edges
    • Local Image Analysis
06.11.2023, 15:00 c.t., EI5 V L5: Local & Multiscale Representations 

    •  Wavelets
    • Local Image Representations
    • Multiscale Image Represenations
    • Haar Transform
07.11.2023,15:00 c.t., EI5 V L6: Image Analysis

    • Interest Points, Corners
    • Image Analysis
    • Scene Emergent Features
08.11.2023, 15:00 c.t., EI5 V L7: Scenes 1

    • Scene Recognition
    • Bag of Words
    • SIFT
13.11.2023, 15:00 c.t., EI5 V L8: Scenes 2

    • Clustering
    • Pyramid Matching
    • Support Vector Machine
14.11.2023, 15:00 c.t., EI5 V L9. Machine Learning for CV

    • Classification
    • Types of Learning
    • Regression
    • Clustering
    • Association
    • Dimension Reduction
    • ANNs
20.11.2023, 15:00 c.t., EI5 V L10. Deep Learning for CV

    • Deep Learning
    • CNNs
    • Image Net
21.11.2023, 15:00 c.t., EI5 V  L11. Depth Perception

    • Monocular Cues to Depth
    • Absolute Monocular Cues to Depth
    • 3D Object Categorization
    • Pose Invariance
22.11.2023, 15:00 c.t., EI5 V L12. Single View Reconstruction

    • Camera Geometry and Calibration
    • Three-dimensional reconstruction from single and multiple images
    • Single View Metrology
24.11.2023, 23:59 E Submission Deadline Exercise #1
27.11.2023, 15:00 c.t., EI5 V L13. Absolute 3D Reconstruction

    • Absolute Monocular 3D Reconstruction
    • Absolute Binocular 3D Reconstruction
    • Stereo Geometry
    • Essential Matrix
30.11. / 01.12.2023, online E Oral interviews #1
04.12.2023, 15:00 c.t., EI5 V L14. Multiview Geometry

    • Correspondence Analysis
    • Multiview Geometry & RANSAC
    • Shape from Motion
05.12.2023, 15:00 c.t., EI5 V Reserve
06.12.2023, 15:00 c.t., EI5 V Reserve
13.12.2023, 17:00, FAV Hörsaal 1 Exam First possibility to take the exam, registration via TISS!
19.01.2024, 23:59 E Submission Deadline Exercise #2
24.01. / 25.01.2024, online E Oral interviews #2