METHOD AND APPARATUS FOR FACIAL RECOGNITION

Patent №

US 10,691,928

Granted

2020-06-23

Filed 2018

Owner

BAIDU ONLINE NETWORK TECHNOLOGY (BEIJING) CO., LTD.

Lab

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16050381

Embodiments of the present disclosure disclose a method and apparatus for facial recognition. A specific embodiment of the method includes: acquiring a to-be-recognized image; inputting the to-be-recognized image into a pre-trained first convolutional neural network to obtain complete facial feature information and partial facial feature information, the first convolutional neural network being used to extract a complete facial feature and a partial facial feature; and inputting the complete facial feature information and the partial facial feature information into a pre-trained second convolutional neural network to obtain a facial recognition result, the second convolutional neural network being used to represent a correlation between the facial recognition result, and the complete facial feature information and the partial facial feature information. This embodiment improves the accuracy of the recognition result in a situation where a face is partially covered.

Machine learningNatural languageVisionAI hardwareG06N 3/08G06V 40/169G06N 3/045G06N 3/0464G06N 3/09G06V 40/171G06V 40/172

AI classification

Vision1.00
Machine learning1.00
AI hardware0.98
Natural language0.82
Knowledge representation0.07
Evolutionary computation0.00
Planning0.00
Speech0.00

Ownership

BAIDU ONLINE NETWORK TECHNOLOGY (BEIJING) CO., LTD.

assignment · 526290238

Assignors

DU, KANG

On an employer assignment, the assignors are typically the inventors.

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