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Probabilistic Home Video Structuring: Feature Selection and Performance Evaluation

Daniel Gatica-Perez

We recently proposed a method to find cluster structure in home videos based on statistical models of visual and temporal features of video segments and sequential binary Bayesian classification. In this paper, we present analysis and improved results on t ...
2002

Confidence Evaluation for Risk Prediction

This paper describe an application of a transductive method for risk mapping which allows to compute the confidence interval of an estimation, without any assumption on data distribution, except identity and independancy of inputs. The method is compared t ...
2001

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