Past projects involving complex analytical work including:


Flash-based Computer Adaptive Testing


Componica has created an algorithm for computer assisted testing which can tests a user using only 20 or 30 questions but with the accuracy of a test that uses hundreds of questions, similar to systems used by standardized testing companies. The program is fashioned into an online Flash-based system.


CompTesting2

Questions are adjusted to a user’s response. The questions become easier or more difficult depending on how the user answers questions. By doing this the test does not have to have hundreds of questions to get the accuracy of a test consisting of hundreds of questions.

CompTesting3


The testing has the potential to be beneficial in many different areas. One big area is applying the test for rapid assessment of potential employees. Another area of application would be to use the test in specialized forums to determine the user’s expertise in that area.



Image Processing and Pattern Recognition




Other projects include photo-correcting algorithms for red eye removal, color temperature correction, and thumbnail generation.

RedEye_beforeRedEye_after

Tracking of turbulent vapors from video.

Tracking

Automated Shaped and Appearance-based segmentation of Cardiac MRIs. Here you see the automatic identification and 3D outlining of the left ventricle in an MRI volume.

AAMSegment

Robust optical character recognition

(Due to non-disclosers, we are limited with what we can feature.)