REU Participants & Projects

2016

Jonathan Lacombe

I am a Junior at the University of Central Florida pursuing a B.S. in Computer Science. During my studies, I became increasingly interested in fields of computer science such as machine learning and computer vision. In the project I am working on during this REU program, I am combining the research from both fields in order to perform fast and automated segmentation of the left ventricle of the heart given 4-Dimensional MRI images. Doing this will help calculate the volume of the heart during the systole and diastole state which will aid in medical diagnosis. We will use different methods for classifcation such as SVM and Random Forests for learning with learned features extracted from autoencoders and CNN's, and hand-crafted features such as HOG and Haar-like features. The links below will explain my project more in depth and provide my progress in detail.

Weekly Presentations

• Week 1
• Week 2
• Week 3
• Week 4
• Week 5
• Week 6
• Week 7
• Week 8
• Week 9
• Week 10

Poster Presentation

PDF

Final Report

PDF
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