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Filter theory / Digital signal processing / Signal processing / Integral transforms / Linear filter / Filter / Fast Fourier transform / Convolution / Histogram of oriented gradients / Mathematical analysis / Fourier analysis / Mathematics


Accelerated Training of Linear Object Detectors Charles Dubout and Franc¸ois Fleuret Idiap Research Institute, Switzerland ´ Ecole Polytechnique F´ed´erale de Lausanne, Switzerland
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Document Date: 2013-06-26 12:59:39

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City

Our Fourier / /

Company

Neural Information Processing Systems / Intel / /

Country

Switzerland / /

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Facility

Franc¸ois Fleuret Idiap Research Institute / /

IndustryTerm

acceptable solution / Large scale online learning / linear object detection systems / convex optimization algorithms / inner product / bike bird boat bottle bus car cat / stochastic gradient descent algorithms / final solution / stochastic gradient descent algorithm / linear systems / point-wise products / /

MarketIndex

VOC / /

MusicGroup

Ours / /

OperatingSystem

Pegasos / /

Organization

Ecole Polytechnique F´ed´erale de Lausanne / Swiss National Science Foundation / Franc¸ois Fleuret Idiap Research Institute / Pattern Analysis and Machine Intelligence / /

Person

Charles Dubout / PASCAL VOC / L. Van Gool / /

Position

Y. Singer / and N. Srebro / chair / Forward / Activation Forward / /

ProgrammingLanguage

PASCAL / /

PublishedMedium

IEEE Transactions on Pattern Analysis and Machine Intelligence / Machine Learning / Journal of Machine Learning Research / /

TVStation

KLMN / /

Technology

1 Our Fourier-based stochastic gradient descent algorithm / aero / stochastic gradient descent algorithms / Pegasos algorithm / Data Mining / Machine Learning / convex optimization algorithms / stochastic gradient descent algorithm / /

URL

http /

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