Please post:

Machine Learning Approaches for the SAMP Camera
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Requested by: H. Pfister, MERL    [EMAIL PROTECTED]
Dates / duration of internship: summer/fall 2005, 3-4 months
Project description:

We have developed a single-axis multi-parameter camera system with
multiple synchronized video streams that share a point of view but
differ in their parameters (e.g., different plane of focus, spectral
filters, etc.). In this project, the student will apply machine learning
techniques -- such as shape recipes, Ada Boost, and others -- to
applications such as object segmentation / alpha matting / extended
depth-of-field / and HDR-multi-spectral tone-mapping. A solid background
in machine learning algorithms is required. Some background in computer
vision and camera systems would be helpful.


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