Contact Site map Portal www.manizales.unal.edu.co
Home Current members Past members Research themes Projects Publications Education GrupLAC
 
    Versión en español   
Research
Group
SIGNAL
processing and recognition
   
RESEARCH THEMES

The research in the Signal Processing and Recognition Group concerns theory, algorithms and systems for analyzing, understanding, classifying and predicting physical processes based on data/signals in the following seven overlapping and interacting theoretical and applied themes:

  • Audio, image and video processing, encompassing compression, restoration, enhancement, segmentation and identification tasks;
  • Pattern recognition, including representation, dimensionality reduction and generalization issues;
  • Bioengineering, cooperating with medical doctors mainly in language therapy, electrocardiography, electroencephalography and medical images.
  • Agro-industrial applications, cooperating with experts in fields such as plant pathology, flavor analysis and plant bioinformatics;
  • Volcanic seismology, cooperating with seismologists for analyzing seismic signals and automate their recognition;
  • Industrial inspection, including damage prognosis and health monitoring of civil structures and mechanical parts;
  • Motion analysis by applying manifold learning techniques;
  • Other applications such as meteorology and soil dynamics.

The group collaborates with a number of academic and industrial partners, such as:

As a result of the research projects, the Group has built and registered the following data sets (available upon request):

 
 
Home Current members Past members Research themes Projects Publications Education GrupLAC