Concepedia

Metric Depth Estimation

Metric Depth Estimation is a depth estimation method that generates scene depth maps with absolute scale information, differentiating it from relative or ordinal depth estimation approaches by providing metrically accurate depth values in real-world units.

29

Publications

1.9K

Citations

117

Authors

64

Institutions

Publications per year

2017–2026

20

Parents

Publications

29

Monocular Relative Depth Perception with Web Stereo Data Supervision

Ke Xian, Chunhua Shen, Zhiguo Cao et al. · 2018 · 221 citations

, , +16

Learning Ordinal Relationships for Mid-Level Vision

Daniel Zoran, Phillip Isola, Dilip Krishnan et al. · 2015 · 175 citations · Full text

, , +16

ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth

Shariq Farooq Bhat, Reiner Birkl, Diana Wofk et al. · arXiv (Cornell University) · 2023 · 173 citations · Full text

, , +13

Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image

Wei Yin, Chi Zhang, Hao Chen et al. · 2023 · 170 citations

, , +16

Metric3D v2: A Versatile Monocular Geometric Foundation Model for Zero-Shot Metric Depth and Surface Normal Estimation

Mu Hu, Wei Yin, Chi Zhang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 160 citations · Full text

, , +16

1–5 of 29

Authors

117

  1. CS
    Chunhua Shen

    The University of Adelaide, Australia

    7 publications · 722 citations

    7

    h-index

  2. WY
    Wei Yin

    The University of Adelaide, Australia

    4 publications · 435 citations

    4

    h-index

  3. ZC
    Zhiguo Cao

    Huazhong University of Science and Technology, China

    3 publications · 287 citations

    3

    h-index

  4. KX
    Ke Xian

    Huazhong University of Science and Technology, China

    3 publications · 287 citations

    3

    h-index

  5. PW
    Peter Wonka

    King Abdullah University of Science and Technology, Saudi Arabia

    2 publications · 207 citations

    2

    h-index

1–5 of 117

Institutions

64

  1. The University of Adelaide

    Adelaide, Australia

    6 h-index

    9 publications

    678 citations

  2. Huazhong University of Science and Technology

    Wuhan, China

    3 h-index

    9 publications

    1.2K citations

  3. Intel (United States)

    Santa Clara, United States

    2 h-index

    2 publications

    330 citations

  4. Tencent (China)

    Shenzhen, China

    2 h-index

    3 publications

    500 citations

  5. Zhejiang University

    Hangzhou, China

    2 h-index

    4 publications

    660 citations

  6. Tsinghua University

    Beijing, China

    2 h-index

    2 publications

    66 citations

  7. Shanghai University

    Shanghai, China

    2 h-index

    2 publications

    66 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    3 publications

    65 citations

1–8 of 64

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 305 citations

    3

    h-index

  2. 2

    h-index

  3. Computer Vision and Image Understanding

    CVIU · 2 publications · 49 citations

    2

    h-index

  4. Statistics and Computing

    1 publications · 13 citations

    1

    h-index

  5. ACM Transactions on Graphics

    TOG · 1 publications · 68 citations

    1

    h-index

1–5