Concepedia

Deep Learning For Localization

Deep Learning for Localization is a methodological framework within indoor localization that employs deep neural networks to learn complex spatial representations from raw sensor data, distinguishing itself by automatically extracting hierarchical features for precise position estimation without relying on hand-crafted models.

705

Publications

53.1K

Citations

2.6K

Authors

755

Institutions

Publications per year

2017–2026

652

Parents

Publications

705

Learning Deep Features for Discriminative Localization

Bolei Zhou, Aditya Khosla, Àgata Lapedriza et al. · 2016 · 10.8K citations · Full text

, , +16

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

Mihai Dusmanu, Ignacio Rocco, Tomáš Pajdla et al. · 2019 · 1.1K citations

, , +16

CSI-based Fingerprinting for Indoor Localization: A Deep Learning Approach

Xuyu Wang, Lingjun Gao, Shiwen Mao et al. · IEEE Transactions on Vehicular Technology · 2016 · 1.1K citations

, , +13

LayerCAM: Exploring Hierarchical Class Activation Maps for Localization

Peng-Tao Jiang, Chang–Bin Zhang, Qibin Hou et al. · IEEE Transactions on Image Processing · 2021 · 783 citations

, , +16

DSAC — Differentiable RANSAC for Camera Localization

Eric Brachmann, Alexander Krull, Sebastian Nowozin et al. · 2017 · 615 citations

, , +12

1–5 of 705

Authors

2.6K

  1. XW
    Xuyu Wang

    Auburn University, United States

    11 publications · 2.4K citations

    11

    h-index

  2. SM
    Shiwen Mao

    Auburn University, United States

    11 publications · 2.4K citations

    11

    h-index

  3. MY
    Moustafa Youssef

    Egypt-Japan University of Science and Technology, Egypt

    10 publications · 706 citations

    10

    h-index

  4. HR
    Hamada Rizk

    Tanta University, Egypt

    10 publications · 707 citations

    10

    h-index

  5. AM
    Andrew Markham

    University of Oxford, United Kingdom

    8 publications · 732 citations

    8

    h-index

1–5 of 2.6K

Institutions

755

  1. Zhejiang University

    Hangzhou, China

    13 h-index

    51 publications

    2.6K citations

  2. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    50 publications

    4.5K citations

  3. Alexandria University

    Alexandria, Egypt

    12 h-index

    25 publications

    2.3K citations

  4. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    12 h-index

    38 publications

    3.3K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    21 publications

    1.1K citations

  6. Auburn University

    Auburn, United States

    11 h-index

    29 publications

    6.8K citations

  7. Tsinghua University

    Beijing, China

    11 h-index

    36 publications

    2.4K citations

  8. Shanghai Jiao Tong University

    Shanghai, China

    11 h-index

    41 publications

    1.5K citations

1–8 of 755

Venues

  1. IEEE Access

    36 publications · 2.1K citations

    24

    h-index

  2. Sensors

    33 publications · 1.3K citations

    23

    h-index

  3. IEEE Sensors Journal

    24 publications · 1.1K citations

    20

    h-index

  4. arXiv (Cornell University)

    Repository · 41 publications · 2K citations

    20

    h-index

  5. IEEE Robotics and Automation Letters

    15 publications · 789 citations

    14

    h-index

1–5