Concepedia

Probabilistic Feature Fusion

Probabilistic Feature Fusion is a feature-level fusion method that integrates multimodal features by modeling their uncertainty and interdependencies through probabilistic frameworks to enhance representation learning.

63

Publications

2.6K

Citations

234

Authors

118

Institutions

Publications per year

2017–2026

19

Parents

Publications

63

Probabilistic and Bottle-Neck Features for LVCSR of Meetings

František Grézl, Martin Karafiát, Stanislav Kontar et al. · 2007 · 341 citations

, , +12

FAB-MAP + RatSLAM: Appearance-based SLAM for multiple times of day

Arren Glover, William Maddern, Michael Milford et al. · 2010 · 210 citations · Full text

, , +10

Ensemble of Deep Neural Networks with Probability-Based Fusion for Facial Expression Recognition

Guihua Wen, Zhi Hou, Huihui Li et al. · Cognitive Computation · 2017 · 164 citations

, , +15

UncertaintyFuseNet: Robust uncertainty-aware hierarchical feature fusion model with Ensemble Monte Carlo Dropout for COVID-19 detection

Moloud Abdar, Soorena Salari, Sina Qahremani et al. · Information Fusion · 2022 · 102 citations · Full text

, , +14

On probabilistic combination of face and gait cues for identification

Gregory Shakhnarovich, Trevor Darrell · 2003 · 88 citations

, , +16

1–5 of 63

Authors

234

  1. TS
    Thomas S. Huang

    University of Illinois Urbana-Champaign, United States

    2 publications · 35 citations

    2

    h-index

  2. BW
    Björn W. Schuller

    Imperial College London, United Kingdom

    2 publications · 22 citations

    2

    h-index

  3. LZ
    Luming Zhang

    Hefei University of Technology, China

    2 publications · 75 citations

    2

    h-index

  4. DA
    Dejan Arsić

    Technical University of Munich, Germany

    2 publications · 22 citations

    2

    h-index

  5. GR
    Gerhard Rigoll

    Technical University of Munich, Germany

    2 publications · 22 citations

    2

    h-index

1–5 of 234

Institutions

118

  1. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    3 h-index

    9 publications

    231 citations

  2. Hefei University of Technology

    Hefei, China

    2 h-index

    2 publications

    75 citations

  3. Nanyang Technological University

    Singapore, Singapore

    2 h-index

    4 publications

    124 citations

  4. National University of Singapore

    Singapore, Singapore

    2 h-index

    2 publications

    84 citations

  5. Yonsei University

    Seoul, South Korea

    2 h-index

    4 publications

    130 citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    5 publications

    86 citations

  7. Intel (United States)

    Santa Clara, United States

    2 h-index

    6 publications

    268 citations

  8. Urbana University

    Urbana, United States

    2 h-index

    2 publications

    35 citations

1–8 of 118

Venues

  1. Neurocomputing

    4 publications · 89 citations

    4

    h-index

  2. 2

    h-index

  3. IEEE Transactions on Multimedia

    2 publications · 57 citations

    2

    h-index

  4. IEEE Access

    1 publications · 25 citations

    1

    h-index

  5. The Visual Computer

    1 publications · 24 citations

    1

    h-index

1–5