| Scientific | ||
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| Image Analysis/Processing | ||
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Custom image enhancements using various filters in different sizes and shapes, and texture analysis using morphology and higher order statistics. Image segmentation using filters and various edge detectors as for instance snakes, level sets, and more sophisticated statistical models such as the Active Appearance Model. Standard classification using a Bayesian classifier or a more sophisticated model such as Markov Random Fields. Custom Generic 3D visualization of objects using OpenGL and databases. Detection and tracking of objects in image sequences. |
| Statistics | ||
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Various statistical analysis such as Analysis of Variance, Chi-Square test, and T-test. Hyperspace reduction by Principal Component Analysis and standard factor analysis. Linear and logistic regression and more advanced methods such as regression trees. Classification and observation using Bayesian classification or classification trees. |