Concepedia

Early Fusion

Early Fusion is a data fusion strategy in sensor and multimodal processing that integrates raw measurements or low-level features from multiple sensors into a single joint representation at the input or early feature-extraction stage, prior to subsequent higher-level inference or decision-making.

129

Publications

10.1K

Citations

534

Authors

206

Institutions

Publications per year

2017–2026

93

Variants

Data-level Fusion

Parents

Children

Publications

129

Early versus late fusion in semantic video analysis

Cees G. M. Snoek, Marcel Worring, A.W.M. Smeulders · 2005 · 857 citations · Full text

, , +12

Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation

José Caballero, Christian Ledig, Andrew P. Aitken et al. · 2017 · 792 citations

, , +15

Learning Deep Representations of Appearance and Motion for Anomalous Event Detection

Dan Xu, Elisa Ricci, Yan Yan et al. · 2015 · 541 citations · Full text

, , +16

OPV2V: An Open Benchmark Dataset and Fusion Pipeline for Perception with Vehicle-to-Vehicle Communication

Runsheng Xu, Hao Xiang, Xin Xia et al. · 2022 International Conference on Robotics and Automation (ICRA) · 2022 · 452 citations

, , +17

Technical description of oblique lateral interbody fusion at L1–L5 (OLIF25) and at L5–S1 (OLIF51) and evaluation of complication and fusion rates

Kamal R.M. Woods, James B. Billys, Richard A. Hynes · The Spine Journal · 2016 · 376 citations

, , +12

1–5 of 129

Authors

534

  1. NS
    Nicu Sebe

    University of Trento, Italy

    3 publications · 659 citations

    3

    h-index

  2. MQ
    Manyi Qian

    Beijing Jiaotong University, China

    2 publications · 104 citations

    2

    h-index

  3. YY
    Yan Yan

    University of Trento, Italy

    2 publications · 605 citations

    2

    h-index

  4. ER
    Elisa Ricci

    Fondazione Bruno Kessler, Italy

    2 publications · 605 citations

    2

    h-index

  5. AM
    A. Murat Tekalp

    University of Rochester, United States

    2 publications · 212 citations

    2

    h-index

1–5 of 534

Institutions

206

  1. INESC TEC

    Porto, Portugal

    3 h-index

    6 publications

    158 citations

  2. Information Technologies Institute

    Thessaloniki, Greece

    3 h-index

    12 publications

    521 citations

  3. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    5 publications

    246 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    5 publications

    152 citations

  5. University of Bremen

    Bremen, Germany

    2 h-index

    5 publications

    715 citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    2 h-index

    5 publications

    342 citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    7 publications

    263 citations

  8. Orange (France)

    Paris, France

    2 h-index

    3 publications

    112 citations

1–8 of 206

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 138 citations

    6

    h-index

  2. Sensors

    6 publications · 601 citations

    6

    h-index

  3. IEEE Access

    5 publications · 267 citations

    5

    h-index

  4. IEEE Transactions on Multimedia

    3 publications · 365 citations

    3

    h-index

  5. Remote Sensing

    3 publications · 156 citations

    3

    h-index

1–5