PAMI 2007 | Sciweavers

16

PAMI
2007

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Graph Embedding and Extensions: A General Framework for Dimensionality Reduction

13 years 4 months ago

—Over the past few decades, a large family of algorithms—supervised or unsupervised; stemming from statistics or geometry theory—has been designed to provide different soluti...

Shuicheng Yan, Dong Xu, Benyu Zhang, HongJiang Zha...

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8

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PAMI
2007

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Analytical Results on Style-Constrained Bayesian Classification of Pattern Fields

13 years 4 months ago

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—We formalize the notion of style context, which accounts for the increased accuracy of the field classifiers reported in this journal recently. We argue that style context forms...

Sriharsha Veeramachaneni, George Nagy

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15

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PAMI
2007

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Sharing Visual Features for Multiclass and Multiview Object Detection

13 years 4 months ago

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We consider the problem of detecting a large number of different classes of objects in cluttered scenes. Traditional approaches require applying a battery of different classiﬁer...

Antonio Torralba, Kevin P. Murphy, William T. Free...

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13

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PAMI
2007

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On the Dimensionality of Face Space

13 years 4 months ago

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The dimensionality of face space is measured objectively in a psychophysical study. Within this framework we obtain a measurement of the dimension for the human visual system. Usi...

Marsha Meytlis, Lawrence Sirovich

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7

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PAMI
2007

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Performance Generalization in Biometric Authentication Using Joint User-Specific and Sample Bootstraps

13 years 4 months ago