Concepedia

Multimodal Feature Fusion

Multimodal Feature Fusion is a feature-level fusion technique that integrates complementary representations from multiple modalities into a unified feature space through joint transformation and alignment to enhance discriminative capability in multimodal analysis.

2.5K

Publications

164.8K

Citations

9.3K

Authors

1.9K

Institutions

Publications per year

2017–2026

2K

Variants

Multimodal Feature Integration

Parents

Publications

2.5K

Multimodal Machine Learning: A Survey and Taxonomy

Tadas Baltrušaitis, Chaitanya Ahuja, Louis‐Philippe Morency · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 4.2K citations

, , +13

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes

Xiaomeng Li, Hao Chen, Xiaojuan Qi et al. · IEEE Transactions on Medical Imaging · 2018 · 2.5K citations

, , +17

Multimodal Deep Learning

Jiquan Ngiam, Aditya Khosla, Mingyu Kim et al. · 2011 · 2.3K citations

, , +15

Joint 3D Proposal Generation and Object Detection from View Aggregation

Jason S. Ku, Melissa Mozifian, Jungwook Lee et al. · 2018 · 1.7K citations

, , +17

Multimodal fusion for multimedia analysis: a survey

Pradeep K. Atrey, M. Anwar Hossain, Abdulmotaleb El Saddik et al. · Multimedia Systems · 2010 · 1.2K citations

, , +12

1–5 of 2.5K

Authors

9.3K

  1. VD
    Vince D. Calhoun

    Mind Research Network, United States

    19 publications · 1.5K citations

    16

    h-index

  2. HH
    Haifeng Hu

    Sun Yat-sen University, China

    16 publications · 822 citations

    16

    h-index

  3. JH
    Jungong Han

    Lancaster University, United Kingdom

    14 publications · 1.5K citations

    14

    h-index

  4. LM
    Louis‐Philippe Morency

    Carnegie Mellon University, United States

    15 publications · 7K citations

    14

    h-index

  5. QZ
    Qiang Zhang

    Xidian University, China

    13 publications · 1.4K citations

    13

    h-index

1–5 of 9.3K

Institutions

1.9K

  1. Chinese Academy of Sciences

    Beijing, China

    52 h-index

    348 publications

    27.6K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    39 h-index

    162 publications

    12.7K citations

  3. Xidian University

    Xi'an, China

    36 h-index

    209 publications

    15.9K citations

  4. Nanyang Technological University

    Singapore, Singapore

    36 h-index

    105 publications

    11K citations

  5. University of Science and Technology of China

    Hefei, China

    31 h-index

    141 publications

    9.2K citations

  6. Tsinghua University

    Beijing, China

    31 h-index

    111 publications

    9.9K citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    29 h-index

    87 publications

    8.6K citations

  8. Peking University

    Beijing, China

    28 h-index

    95 publications

    7.2K citations

1–8 of 1.9K

Venues

  1. Information Fusion

    59 publications · 5.8K citations

    41

    h-index

  2. IEEE Access

    97 publications · 5.2K citations

    40

    h-index

  3. 40

    h-index

  4. IEEE Transactions on Multimedia

    53 publications · 4K citations

    39

    h-index

  5. IEEE Transactions on Image Processing

    42 publications · 4.5K citations

    33

    h-index

1–5