RI | People | Alvaro Collet Romea

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Alvaro Collet Romea Masters Student Email address: alvarocr@andrew.cmu.edu Mailing address: Carnegie Mellon University Robotics Institute 5000 Forbes Avenue Pittsburgh, PA 15213

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Past Projects

Component Analysis for Data Analysis - Component analysis (CA) is a set of techniques to decompose a signal (e.g. audio, video) into interesting components useful for classification, clustering, modeling or visualization. This project extends traditional CA techniques and unifies them, providing a cleaner theoretical framework for its analysis.

Publications

Note: This list may not be comprehensive. It contains only those publications in the RI publications database. Entries are listed in reverse chronological order.

• Filtered Component Analysis to Increase Robustness to Local Minima in Appearance Models
  F. De la Torre Frade, A. Collet Romea, J. Cohn, and T. Kanade
  IEEE Conference on Computer Vision and Pattern Recognition, June, 2007. [Abstract]
  Download: pdf [4071 KB] copyrighted