METHOD AND DEVICE FOR TRAINING A FACE RECOGNITION MODEL AND A DEVICE FOR DETERMINING THE KEY POINT OF THE FACE Russian patent published in 2022 - IPC G06K9/62 G06N20/00 

Abstract RU 2770752 C1

FIELD: data processing.

SUBSTANCE: invention relates to the field of data processing technologies, in particular to methods for training facial recognition by key points. The expected result of the claimed technical solution is achieved by the fact that the claimed solution provides for the possibility of obtaining a training image of a face; three-dimensional reconstruction of a training image of a face; generation of a training coordinate UV-grid; entering a training face image into a semantic segmentation network to extract a predictive coordinate UV-grid; calculating the loss intensity of a predictive coordinate UV-grid; calculating the gradient using a loss intensity indicator; defining a semantic segmentation network as a face recognition model.

EFFECT: increase in the accuracy of determining the coordinates of key points during face recognition.

13 cl, 10 dwg

Similar patents RU2770752C1

Title Year Author Number
METHOD FOR DETERMINING TRAFFIC AREA AND INDEPENDENTLY AVOIDING OBSTACLES FOR UNMANNED TRANSPORT EQUIPMENT IN UNDERGROUND CONFINED SPACES 2022
  • Yang Chunyu
  • Zhu Zhencai
  • Zhang Yidong
  • Zhang Xin
  • Gu Zhen
RU2803671C1
INTELLIGENT DISCHARGE CONTROL METHOD AND SYSTEM FOR CONCRETE MIXING PLANT 2022
  • Zhang, Bo
  • Wu, Jun
RU2825333C2
METHOD AND APPARATUS FOR DETERMINING THE ILLUMINATION OF AN IMAGE OF THE FACE, APPARATUS, AND DATA STORAGE MEDIUM 2019
  • Zhang, Feiqian
  • Liu, Gengdai
  • Yan, Leju
RU2778288C1
VISUALIZATION OF RECONSTRUCTION OF 3D SCENE USING SEMANTIC REGULARIZATION OF NORMALS TSDF WHEN TRAINING NEURAL NETWORK 2023
  • Sokolova Anna Ilyinichna
  • Vorontsova Anna Borisovna
  • Limonov Alexander Georgievich
RU2825722C1
METHOD OF DISPLAYING THREE-DIMENSIONAL FACE OF THE OBJECT AND DEVICE FOR IT 2017
  • Yugaj Evgenij Borisovich
RU2671990C1
METHOD OF PROCESSING A TWO-DIMENSIONAL IMAGE AND A USER COMPUTING DEVICE THEREOF 2018
  • Glazistov Ivan Viktorovich
  • Karacharov Ivan Olegovich
  • Shcherbinin Andrey Yurievich
  • Kurilin Ilya Vasilievich
RU2703327C1
METHOD AND DEVICE FOR PHOTOREALISTIC THREE DIMENSIONAL SIMULATION OF FACE BASED ON IMAGE 2004
  • Park In-Kiu
  • Chokh Kheuj-Keun
  • Vezhnevets Vladimir
  • Chzhan Khoj
RU2358319C2
METHOD OF FORMATION OF NEURAL NETWORK ARCHITECTURE FOR CLASSIFICATION OF OBJECT TAKEN IN CLOUD OF POINTS, METHOD OF ITS APPLICATION FOR TEACHING NEURAL NETWORK AND SEARCHING SEMANTICALLY ALIKE CLOUDS OF POINTS 2017
  • Lempitskij Viktor Sergeevich
  • Klokov Roman Vladimirovich
RU2674326C2
METHOD AND SYSTEM FOR REMOTE CLOTHING SELECTION 2020
  • Fedyukov Maxim Alexandrovich
  • Poskonin Andrey Vladimirovich
  • Klimentyev Sergey Mikhailovich
  • Guzov Vladimir Vladimirovich
  • Petrov Ilia Alexeevich
  • Koval Andrei Vasilievich
  • Patakin Nikolay
  • Fedotov Anton Vladimirovich
  • Korneev Oleg Vladimirovich
RU2805003C2
DEVICE AND METHOD FOR HIP JOINT DIAGNOSIS 2022
  • Kiselev Semen Aleksandrovich
  • Mustafaev Tamerlan Aidyn Ogly
RU2795658C1

RU 2 770 752 C1

Authors

Chen, Dejian

Dates

2022-04-21Published

2019-11-13Filed