RI | People | Minh Hoai Nguyen

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Minh Hoai Nguyen PhD Student Email address: minhhoan@andrew.cmu.edu Office: EDSH 214 Phone: (412) 268-1858 Fax: 412-268-5571 Mailing address: Carnegie Mellon University Robotics Institute 5000 Forbes Avenue Pittsburgh, PA 15213 For more information, see my personal homepage.

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Research interests

My research interests are in the area of computer vision and machine learning, especially at the intersection of the two. I am particularly interested in using data-driven techniques to learn representations of images (e.g. pixel selection, non-linear pixel combination) that are optimal for classification, clustering, visual tracking, and modeling.

Research interest keywords

artificial intelligence, computer graphics, computer vision, machine learning, object recognition, pattern recognition, statistics, and visual tracking

Current Projects

Deception Detection - Learning facial indicators of deception

Facial Feature Detection - Detecting facial features in images.

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.

• Local Minima Free Parameterized Appearance Models
  M.H. Nguyen and F. De la Torre Frade
  IEEE Conference on Computer Vision and Pattern Recognition, June, 2008. [Abstract]

• Parameterized Kernel Principal Component Analysis: Theory and Applications to Supervised and Unsupervised Image Alignment
  F. De la Torre Frade and M.H. Nguyen
  IEEE Conference on Computer Vision and Pattern Recognition, June, 2008. [Abstract]

• Image-based Shaving
  M.H. Nguyen, J. Lalonde, A.A. Efros, and F. De la Torre Frade
  Computer Graphics Forum Journal (Eurographics), Vol. 27, No. 2, April, 2008, pp. 627 - 635. [Abstract]
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