Extracting gradient features from neural networks

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United States of America Patent

PATENT NO 9792492
APP PUB NO 20170011280A1
SERIAL NO

14793434

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Abstract

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A method for extracting a representation from an image includes inputting an image to a pre-trained neural network. The gradient of a loss function is computed with respect to parameters of the neural network, for the image. A gradient representation is extracted for the image based on the computed gradients, which can be used, for example, for classification or retrieval.

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Patent Owner(s)

Patent OwnerAddressTotal Patents
XEROX CORPORATIONSTAMFORD, CT13750

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Patent Info (Count) # Cites Year
 
ETHICON LLC (1)
* 2015/0265,347 DETECTING SHORT CIRCUITS IN ELECTROSURGICAL MEDICAL DEVICES 15 2014
 
INTEL CORPORATION (1)
* 2016/0132,718 FACE RECOGNITION USING GRADIENT BASED FEATURE ANALYSIS 1 2014
 
XEROX CORPORATION (1)
* 8774498 Modeling images as sets of weighted features 7 2009
* Cited By Examiner

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