Concepedia

Joint Feature Embedding

Joint Feature Embedding is a multimodal fusion method that learns a shared latent representation space by simultaneously integrating features from multiple modalities through coordinated transformations, thereby preserving cross-modal correlations while enabling unified downstream processing.

539

Publications

37.6K

Citations

2K

Authors

591

Institutions

Publications per year

2017–2026

464

Parents

Publications

539

Person Re-identification by Multi-Channel Parts-Based CNN with Improved Triplet Loss Function

De Cheng, Yihong Gong, Sanping Zhou et al. · 2016 · 1.3K citations

, , +13

Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis

Heung‐Il Suk, Seong‐Whan Lee, Dinggang Shen · NeuroImage · 2014 · 972 citations

, , +17

A Discriminatively Learned CNN Embedding for Person Reidentification

Zhedong Zheng, Liang Zheng, Yi Yang · ACM Transactions on Multimedia Computing Communications and Applications · 2017 · 910 citations · Full text

, , +12

Joint Discriminative and Generative Learning for Person Re-Identification

Zhedong Zheng, Xiaodong Yang, Zhiding Yu et al. · 2019 · 859 citations

, , +13

Learning Deep Structure-Preserving Image-Text Embeddings

Liwei Wang, Yin Li, Svetlana Lazebnik · 2016 · 808 citations

, , +16

1–5 of 539

Authors

2K

  1. BS
    Bernt Schiele

    Max Planck Institute for Informatics, Germany

    11 publications · 2.6K citations

    11

    h-index

  2. MW
    Meng Wang

    Hefei University of Technology, China

    9 publications · 501 citations

    9

    h-index

  3. ZA
    Zeynep Akata

    Max Planck Institute for Informatics, Germany

    8 publications · 1.9K citations

    8

    h-index

  4. DS
    Dinggang Shen

    University of North Carolina at Chapel Hill, United States

    5 publications · 1.7K citations

    5

    h-index

  5. DG
    Dan Guo

    Hefei University of Technology, China

    5 publications · 317 citations

    5

    h-index

1–5 of 2K

Institutions

591

  1. Chinese Academy of Sciences

    Beijing, China

    22 h-index

    97 publications

    4.5K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    17 h-index

    50 publications

    2K citations

  3. Tsinghua University

    Beijing, China

    14 h-index

    32 publications

    1.4K citations

  4. University of Technology Sydney

    Sydney, Australia

    13 h-index

    27 publications

    6.2K citations

  5. Hefei University of Technology

    Hefei, China

    13 h-index

    29 publications

    1.6K citations

  6. Xidian University

    Xi'an, China

    13 h-index

    30 publications

    2.4K citations

  7. Peking University

    Beijing, China

    12 h-index

    29 publications

    2.1K citations

  8. Wuhan University

    Wuhan, China

    12 h-index

    36 publications

    1.4K citations

1–8 of 591

Venues

  1. arXiv (Cornell University)

    Repository · 55 publications · 2.2K citations

    26

    h-index

  2. Pattern Recognition

    31 publications · 1.4K citations

    23

    h-index

  3. Neurocomputing

    22 publications · 550 citations

    16

    h-index

  4. IEEE Transactions on Image Processing

    15 publications · 995 citations

    14

    h-index

  5. Knowledge-Based Systems

    16 publications · 1K citations

    13

    h-index

1–5