Concepedia

Face Embedding Learning

Face Embedding Learning is a machine learning approach in computer vision that belongs to the category of representation learning methods, specifically designed to map facial images into a compact, discriminative latent space where geometric relationships reflect facial identity similarity.

291

Publications

29.1K

Citations

960

Authors

380

Institutions

Publications per year

2017–2026

204

Parents

Publications

291

FaceNet: A unified embedding for face recognition and clustering

2015 · 11.2K citations · Full text

, , +15

A survey of approaches and challenges in 3D and multi-modal 3D+2D face recognition

Kevin W. Bowyer, Kyong Chang, Patrick J. Flynn · Computer Vision and Image Understanding · 2005 · 975 citations

, , +13

A hybrid deep transfer learning model with machine learning methods for face mask detection in the era of the COVID-19 pandemic

Mohamed Loey, Gunasekaran Manogaran, Mohamed Hamed N. Taha et al. · Measurement · 2020 · 750 citations · Full text

, , +16

Identifying facial phenotypes of genetic disorders using deep learning

Yaron Gurovich, Yair Hanani, Omri Bar et al. · Nature Medicine · 2018 · 732 citations

, , +16

MagFace: A Universal Representation for Face Recognition and Quality Assessment

Qiang Meng, Shichao Zhao, Zhida Huang et al. · 2021 · 573 citations

, , +14

1–5 of 291

Authors

960

  1. ZW
    Zhongyuan Wang

    Wuhan University, China

    6 publications · 692 citations

    6

    h-index

  2. ND
    Naser Damer

    Fraunhofer Institute for Computer Graphics Research, Germany

    5 publications · 251 citations

    5

    h-index

  3. AB
    Andrew Beng Jin Teoh

    Yonsei University, South Korea

    4 publications · 113 citations

    4

    h-index

  4. ZJ
    Zhong Jin

    Nanjing University of Science and Technology, China

    4 publications · 151 citations

    4

    h-index

  5. FK
    Florian Kirchbuchner

    Fraunhofer Institute for Computer Graphics Research, Germany

    4 publications · 147 citations

    4

    h-index

1–5 of 960

Institutions

380

  1. Chinese Academy of Sciences

    Beijing, China

    12 h-index

    35 publications

    2.6K citations

  2. Nanjing University of Science and Technology

    Nanjing, China

    10 h-index

    26 publications

    773 citations

  3. University of Science and Technology of China

    Hefei, China

    8 h-index

    23 publications

    2.3K citations

  4. Harbin Institute of Technology

    Harbin, China

    7 h-index

    15 publications

    403 citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    7 h-index

    21 publications

    2.3K citations

  6. Wuhan University

    Wuhan, China

    6 h-index

    28 publications

    2.1K citations

  7. Chongqing University of Posts and Telecommunications

    Chongqing, China

    6 h-index

    9 publications

    224 citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    5 h-index

    9 publications

    359 citations

1–8 of 380

Venues

  1. Pattern Recognition

    30 publications · 2K citations

    22

    h-index

  2. Neurocomputing

    27 publications · 872 citations

    18

    h-index

  3. arXiv (Cornell University)

    Repository · 14 publications · 583 citations

    13

    h-index

  4. Image and Vision Computing

    10 publications · 438 citations

    10

    h-index

  5. International Journal of Computer Vision

    9 publications · 676 citations

    9

    h-index

1–5