Concepedia

Multimodal Detection Fusion

Multimodal Detection Fusion is a late fusion strategy that integrates detection outputs from multiple sensory modalities to produce a unified interpretation, distinguished by its reliance on modality-specific detectors combined only after individual decision-making processes.

36

Publications

2.6K

Citations

162

Authors

55

Institutions

Publications per year

2017–2026

26

Parents

Publications

36

Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection

Jinyuan Liu, Xin Fan, Zhanbo Huang et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 969 citations

, , +16

LiDAR and Camera Detection Fusion in a Real-Time Industrial Multi-Sensor Collision Avoidance System

Pan Wei, Lucas Cagle, Tasmia Reza et al. · Electronics · 2018 · 124 citations · Full text

, , +17

Fast-CLOCs: Fast Camera-LiDAR Object Candidates Fusion for 3D Object Detection

Su Pang, Daniel Morris, Hayder Radha · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 110 citations

, , +16

On-Board Object Detection: Multicue, Multimodal, and Multiview Random Forest of Local Experts

Alejandro González, David Vázquez, Antonio M. López et al. · IEEE Transactions on Cybernetics · 2016 · 107 citations

, , +16

Multiview random forest of local experts combining RGB and LIDAR data for pedestrian detection

Alejandro González, Gabriel Villalonga, Jiaolong Xu et al. · 2015 · 99 citations

, , +16

1–5 of 36

Authors

162

  1. XF
    Xin Fan

    Dalian University of Technology, China

    2 publications · 1K citations

    2

    h-index

  2. MP
    Maja Pantić

    Imperial College London, United Kingdom

    2 publications · 51 citations

    2

    h-index

  3. GW
    Guanyao Wu

    Dalian University of Technology, China

    2 publications · 1K citations

    2

    h-index

  4. JL
    Jinyuan Liu

    Dalian University of Technology, China

    2 publications · 1K citations

    2

    h-index

  5. DV
    David Vázquez

    Universitat Autònoma de Barcelona, Spain

    2 publications · 206 citations

    2

    h-index

1–5 of 162

Institutions

55

  1. Imperial College London

    London, United Kingdom

    3 h-index

    5 publications

    143 citations

  2. Chongqing University

    Chongqing, China

    2 h-index

    6 publications

    210 citations

  3. Tsinghua University

    Beijing, China

    2 h-index

    4 publications

    200 citations

  4. Central South University

    Changsha, China

    2 h-index

    3 publications

    53 citations

  5. Universitat Autònoma de Barcelona

    Cerdanyola del Vallès, Spain

    2 h-index

    7 publications

    717 citations

  6. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    7 publications

    540 citations

  7. Honeywell (United States)

    Charlotte, United States

    1 h-index

    1 publications

    11 citations

  8. Florida Institute of Technology

    Melbourne, United States

    1 h-index

    4 publications

    144 citations

1–8 of 55

Venues

  1. IEEE Sensors Journal

    2 publications · 78 citations

    2

    h-index

  2. Infrared Physics & Technology

    1 publications · 54 citations

    1

    h-index

  3. 1

    h-index

  4. Optical Engineering

    1 publications · 24 citations

    1

    h-index

  5. 2022 International Conference on Robotics and Automation (ICRA)

    Conference · 1 publications · 63 citations

    1

    h-index

1–5