Invention Grant
- Patent Title: Hash codes for images
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Application No.: US14732463Application Date: 2015-06-05
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Publication No.: US09734436B2Publication Date: 2017-08-15
- Inventor: Yadong Mu , Zhu Liu
- Applicant: AT&T INTELLECTUAL PROPERTY I, L.P.
- Applicant Address: US GA Atlanta
- Assignee: AT&T INTELLECTUAL PROPERTY I, L.P.
- Current Assignee: AT&T INTELLECTUAL PROPERTY I, L.P.
- Current Assignee Address: US GA Atlanta
- Agency: Toler Law Group, PC
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06K9/66 ; G06F17/30 ; G06N3/04

Abstract:
A method includes receiving, at a neural network, a subset of images of a plurality of images of a training image set. The method includes training the neural network by iteratively adjusting parameters of the neural network based on concurrent application of multiple loss functions to the subset of images. The multiple loss functions include a classification loss function and a hashing loss function. The classification loss function is associated with an image classification function that extracts image features from an image. The hashing loss function is associated with a hashing function that generates a hash code for the image.
Public/Granted literature
- US20160358043A1 HASH CODES FOR IMAGES Public/Granted day:2016-12-08
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