Kim Steenstrup Pedersen

Kim Steenstrup Pedersen

Sektionsleder, Professor

ORCID: 0000-0003-3713-0960

Primary fields of research

Image Analysis, Computer Vision and Machine Learning

Teaching

Current and future courses

Graduate:
Bachelor:
  • Object Oriented Programming and Design, Q2 2007.


Project supervision:

I currently supervise projects on topics within the fields of image analysis as well as computer vision as well as applications of machine learning mainly within image analysis, e-science related problems, and computer science.

Examples of projects include:

  • Articulated figure tracking (Human motion modeling and tracking)
  • Interest point detectors and descriptors
  • Modeling of activation patterns in neuron cell networks
  • Space science related projects such as: Automated analysis of Laser Induced Breakdown Spectroscopy (LIBS).
  • Web page classification and inference of page relationships

Current research

My current research activities are centered around:
  1. Modeling and tracking of human motion using computer vision techniques for 3D articulated figures tracking combined with advanced statistical models and machine learning techniques.
  2. Theoretical foundations of interest points and image descriptors as well as potential applications within image analysis and computer vision.

 

ID: 545595