Concepedia

Multi-view Depth Estimation

Multi-View Depth Estimation is a computational method in computer vision that infers depth information for a scene by jointly analyzing multiple images captured from distinct but overlapping viewpoints, leveraging geometric correspondences and photometric consistency across views.

226

Publications

20.9K

Citations

713

Authors

246

Institutions

Publications per year

2017–2026

150

Parents

Publications

226

Unsupervised Learning of Depth and Ego-Motion from Video

Tinghui Zhou, Matthew Brown, Noah Snavely et al. · 2017 · 2.8K citations

, , +13

Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset Transfer

IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 1.4K citations · Full text

, , +14

Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer

René Ranftl, Katrin Lasinger, David Hafner et al. · Repository for Publications and Research Data (ETH Zurich) · 2022 · 1.1K citations · Full text

, , +14

MegaDepth: Learning Single-View Depth Prediction from Internet Photos

Zhengqi Li, Noah Snavely · 2018 · 1.1K citations

, , +16

BEVDepth: Acquisition of Reliable Depth for Multi-View 3D Object Detection

Yinhao Li, Zheng Ge, Guanyi Yu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 657 citations · Full text

, , +12

1–5 of 226

Authors

713

  1. RR
    Ravi Ramamoorthi

    University of California, Berkeley, United States

    8 publications · 1.8K citations

    8

    h-index

  2. ML
    Miaomiao Liu

    Australian National University, Australia

    5 publications · 508 citations

    5

    h-index

  3. MP
    Marc Pollefeys

    ETH Zurich, Switzerland

    5 publications · 199 citations

    5

    h-index

  4. JY
    Jiayu Yang

    Australian National University, Australia

    5 publications · 508 citations

    5

    h-index

  5. TF
    Toshiaki Fujii

    Nagoya University, Japan

    5 publications · 440 citations

    5

    h-index

1–5 of 713

Institutions

246

  1. Huazhong University of Science and Technology

    Wuhan, China

    11 h-index

    28 publications

    2.2K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    9 h-index

    24 publications

    1.6K citations

  3. ETH Zurich

    Zurich, Switzerland

    8 h-index

    14 publications

    1.1K citations

  4. Chinese Academy of Sciences

    Beijing, China

    8 h-index

    26 publications

    714 citations

  5. University of California, Berkeley

    Berkeley, United States

    6 h-index

    11 publications

    5.6K citations

  6. University of California San Diego

    San Diego, United States

    5 h-index

    14 publications

    2.3K citations

  7. Columbia University

    New York, United States

    5 h-index

    5 publications

    854 citations

  8. Beihang University

    Beijing, China

    5 h-index

    20 publications

    956 citations

1–8 of 246

Venues

  1. arXiv (Cornell University)

    Repository · 25 publications · 950 citations

    18

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 12 publications · 2.8K citations

    11

    h-index

  3. IEEE Transactions on Image Processing

    11 publications · 407 citations

    11

    h-index

  4. 8

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 7 publications · 1.1K citations

    7

    h-index

1–5