Dr. Nuno Vasconcelos Profile

Dr. Nuno Vasconcelos

Associate Prof. at Univ of California San Diego

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Publications (4)

Proceedings Article | 19 May 2005 Paper

Some relationships between minimum Bayes error and information theoretical feature extraction

Manuela Vasconcelos, Nuno Vasconcelos

Proceedings Volume 5807, (2005) https://doi.org/10.1117/12.604289

KEYWORDS: Feature extraction, Feature selection, Binary data, Error analysis, Applied sciences, Computer engineering, Independent component analysis, Complex systems, Automatic target recognition, Image classification

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Proceedings Article | 1 July 2002 Paper

Decision-theoretic image retrieval

Nuno Vasconcelos

Proceedings Volume 4862, (2002) https://doi.org/10.1117/12.473028

KEYWORDS: Databases, Feature extraction, Image retrieval, Error analysis, Independent component analysis, Expectation maximization algorithms, Principal component analysis, Feature selection, Wavelets, Visualization

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Proceedings Article | 23 December 1999 Paper

Bayesian representations and learning mechanisms for content-based image retrieval

Nuno Vasconcelos, Andrew Lippman

Proceedings Volume 3972, (1999) https://doi.org/10.1117/12.373579

KEYWORDS: Content based image retrieval, Feature extraction, Data modeling, Databases

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Proceedings Article | 5 October 1998 Paper

Embedded mixture modeling for efficient probabilistic content-based indexing and retrieval

Nuno Vasconcelos, Andrew Lippman

Proceedings Volume 3527, (1998) https://doi.org/10.1117/12.325807

KEYWORDS: Feature extraction, Image retrieval, Databases, Image compression, Image processing, Data modeling, Image analysis, Bayesian inference, Performance modeling, Statistical modeling

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