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Institut für Neuro- und Bioinformatik

Direktor: Prof. Dr. rer. nat. Thomas Martinetz

Benutzerspezifische Werkzeuge

Seminar Machine Learning

erstellt von Thomas Käster zuletzt verändert: 03.11.2011 09:53

Machine Learning Seminar Winter Term 2011/2012

Machine Learning Seminar - Winter Term 2011/2012


Content: Machine Learning meets Computer Vision

In this seminar, we will present and discuss selected topics related to machine learning and computer vision. Machine learning is aimed at devising algorithms that can learn from examples to tackle certain tasks. Computer Vision is the science and technology of machines that see. We will cope with how they are connected and how far we are to teach machines understanding their environment.

Prerequisite:

Finished bachelor studies and basic principles in image processing, neuroinformatics, computer vision and machine learning are required. Furthermore programming skills in Matlab and C/C++ are appreciated.
 
The number of participants is limited to 8 students. Advance notification appreciated.

Tutors:

Dr. Thomas Käster, Prof. Erhardt Barth
 
Time:
coming soon!

Place:

Seminar room of INB

Schedule:

Preliminary discussion, Wednesday 13.07.2011, 11.00-12.00, Seminar room at INB

Seminar Schedule:

Student Topic Date Advisor
Sylvia Kiencke
Recognizing and Learning Object Categories
 

Marco Maaß
Fast Object Detection, Viola & Jones


Peter Hegen Improving Object Detection with Boosted Histograms
 







 
 
   
 
   
       
       
       
       

Certificate:

Obtaining a seminar certificate requires to give a presentation (30 minutes), including a demonstration in Matlab and C/C++, respectively. Finally a term paper has to be written. The paper should be limited to 6-8 pages and the ACM style should be used. The corresponding templates are available for LaTex and MS Word.

Remarks:

We expect every student to show his slides to us at least two week before the actual presentation date (personally, not only by email!!!). If questions arise during preparation, do not hesitate to make an additional appointment with us. However, please prepare yourself sufficiently, so that we can resolve all questions in one or two sessions.

Topics

Please download the following PDF file: Topics

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