Blog for work on my Masters thesis - a survey of methods for evaluating media understanding, object detection, and pattern matching algorithms. Mostly, it is related to ViPER, the Video Performance Evaluation Resource. If you find a good reference, or would like to comment, e-mail viper at cfar.umd.edu.
Archives
Media Processing Evaluation Weblog
Wednesday, June 19, 2002
Empirical Methods for Artificial Intelligence
The book version of the web site mentioned below, this goes into more detail and in nice, hardbound form.
Link Reference
@book{Cohen1995
author = {Paul R. Cohen},
title = {Empirical Methods for Artificial Intelligence},
year = {1995},
ISBN = {0262032252},
publisher = {MIT Press}
}
- posted by David @ 1:55 PM
Friday, June 14, 2002
I have finished modifying viper-pe's evaluation to support user-selected distance metrics. Although I am still a long way off from supporting user-specified metrics, I am beginning to see the light at the end of the tunnel. Unfortunately, some major modifications will have to happen in the scripting tools to support the user specified frame metrics to their fullest.
- posted by David @ 2:09 PM
Monday, June 03, 2002
Evaluation of Intelligent Systems
A good web site that describes different experimental techniques. It is oriented to general experiments, with some focus on classical AI and planning. Its emphasis on PDF files is annoying but understandable given the mathematical content. It is a useful resource for deciding how to run an experiment, if you are not familiar with statistical methods.
Link
- posted by David @ 8:17 PM
