::One Example Category Learning::

::Project Slides::

• 05-21-10
• 05-28-10
• 06-10-10
• 07-02-10
• 07-09-10
• 07-16-10
• 07-28-10
• 07-30-10
• 08-06-10

::Quick Facts::

REU Student 2010 Senior at UCF Statistics B.S.

Advisor: Marshall Tappen Project Co-worker: Patrick Hynes

::One Shot Project::

The project I worked on was One Example Category Learning. The goal was to correctly distinguish multiple categories of images or video sequences using one or as few examples as possible. We mainly worked on the Caltech101, Caltech256, and YouTube datasets provided by the CV lab. The data consists of bag of words histograms which we concatenate together into one high dimension feature vector per image/video. We ran a variety of tests using a microset machine learning method, SVM, and histogram comparisons.

::Biography::

       My name is Antonio Rodriguez and I am a senior at the University of Central Florida (at the time I made this site). I am currently wrapping up my Bachelors in Statistics and my minors in Computer Science and Mathematics. I intend to continue my academic career by attending gradschool. My current interests include Biostatistics, Operations Research, and Optimization.