Concepedia

Video-based Depth Estimation

Video-Based Depth Estimation is a depth estimation methodology that derives per-frame depth maps from video sequences by leveraging temporal consistency and motion coherence across consecutive frames to enhance depth prediction accuracy.

66

Publications

3.5K

Citations

248

Authors

115

Institutions

Publications per year

2017–2026

44

Parents

Publications

66

Depth Transfer: Depth Extraction from Video Using Non-Parametric Sampling

Kevin Karsch, Ce Liu, Sing Bing Kang · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 496 citations · Full text

, , +17

A survey of human motion analysis using depth imagery

Lulu Chen, James Ferryman · Pattern Recognition Letters · 2013 · 376 citations

, , +14

Space-time Neural Irradiance Fields for Free-Viewpoint Video

Wenqi Xian, Jia‐Bin Huang, Johannes Kopf et al. · 2021 · 352 citations

, , +16

Action recognition for depth video using multi-view dynamic images

Yang Xiao, Jun Chen, Yancheng Wang et al. · Information Sciences · 2018 · 127 citations

, , +13

Exploiting Temporal Consistency for Real-Time Video Depth Estimation

Haokui Zhang, Ying Li, Yuanzhouhan Cao et al. · 2019 · 126 citations

, , +15

1–5 of 66

Authors

248

  1. JK
    Johannes Kopf

    Microsoft Research (United Kingdom), United Kingdom

    3 publications · 459 citations

    3

    h-index

  2. JD
    Jia Deng

    University of Michigan, United States

    3 publications · 227 citations

    3

    h-index

  3. SS
    Shijie Sun

    Chang'an University, China

    2 publications · 98 citations

    2

    h-index

  4. AM
    Ajmal Mian

    The University of Western Australia, Australia

    2 publications · 98 citations

    2

    h-index

  5. KQ
    Kaihuai Qin

    Tsinghua University, China

    2 publications · 86 citations

    2

    h-index

1–5 of 248

Institutions

115

  1. Huazhong University of Science and Technology

    Wuhan, China

    3 h-index

    13 publications

    922 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    8 publications

    181 citations

  3. Princeton University

    Princeton, United States

    3 h-index

    6 publications

    454 citations

  4. University of Hong Kong

    Pok Fu Lam, Hong Kong

    2 h-index

    2 publications

    65 citations

  5. Meta (Israel)

    Tel Aviv, Israel

    2 h-index

    3 publications

    796 citations

  6. Chang'an University

    Xi'an, China

    2 h-index

    6 publications

    294 citations

  7. Adobe Systems (United States)

    San Jose, United States

    2 h-index

    3 publications

    233 citations

  8. The University of Western Australia

    Perth, Australia

    2 h-index

    6 publications

    294 citations

1–8 of 115

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 165 citations

    6

    h-index

  2. 3

    h-index

  3. IEEE Transactions on Multimedia

    2 publications · 92 citations

    2

    h-index

  4. IEEE Access

    2 publications · 57 citations

    2

    h-index

  5. Coastal Engineering

    2 publications · 127 citations

    2

    h-index

1–5