Method and system for optimizing accuracy-specificity trade-offs in large scale visual recognition

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United States of America Patent

PATENT NO 9158965
SERIAL NO

13831833

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Abstract

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As visual recognition scales up to ever larger numbers of categories, maintaining high accuracy is increasingly difficult. Embodiment of the present invention include methods for optimizing accuracy-specificity trade-offs in large scale recognition where object categories form a semantic hierarchy consisting of many levels of abstraction.

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Patent Owner(s)

  • THE BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIVERSITY

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Berg, Alexander C Carrboro, US 3 23
Deng, Jia Ann Arbor, US 21 178
Krause, Jonathan Stanford, US 3 14
Li, Fei-Fei Stanford, US 9 35

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