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US Patent 9008416 Collection of machine learning training data for expression recognition

Patent 9008416 was granted and assigned to Emotient on April, 2015 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
1

Patent attributes

Patent Applicant
Emotient
Emotient
1
Current Assignee
Emotient
Emotient
1
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
90084161
Patent Inventor Names
Javier Movellan1
Joshua Susskind1
Marian Steward Bartlett1
Gwen Ford Littlewort1
Ian Fasel1
Jacob Whitehill1
Date of Patent
April 14, 2015
1
Patent Application Number
141771741
Date Filed
February 10, 2014
1
Patent Citations Received
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Patent Primary Examiner
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Edward Park
1
Patent abstract

Apparatus, methods, and articles of manufacture for implementing crowdsourcing pipelines that generate training examples for machine learning expression classifiers. Crowdsourcing providers actively generate images with expressions, according to cues or goals. The cues or goals may be to mimic an expression or appear in a certain way, or to “break” an existing expression recognizer. The images are collected and rated by same or different crowdsourcing providers, and the images that meet a first quality criterion are then vetted by expert(s). The vetted images are then used as positive or negative examples in training machine learning expression classifiers.

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