Concepedia

Dense Depth Estimation

Dense Depth Estimation is a depth estimation method that generates a depth value for every pixel in an image, distinguishing itself from sparse approaches by providing a complete, high-resolution depth map of the scene.

426

Publications

33.5K

Citations

1.3K

Authors

412

Institutions

Publications per year

2017–2026

255

Parents

Publications

426

DAISY: An Efficient Dense Descriptor Applied to Wide-Baseline Stereo

Engin Tola, Vincent Lepetit, Pascal Fua · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 1.4K citations · Full text

, , +16

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

GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose

Zhichao Yin, Jianping Shi · 2018 · 1.3K citations

, , +16

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

CNN-SLAM: Real-Time Dense Monocular SLAM with Learned Depth Prediction

Keisuke Tateno, Federico Tombari, Iro Laina et al. · 2017 · 753 citations

, , +17

1–5 of 426

Authors

1.3K

  1. AW
    Alex Wong

    University of California, Los Angeles, United States

    7 publications · 502 citations

    7

    h-index

  2. YD
    Yuchao Dai

    Northwestern Polytechnical University, China

    7 publications · 392 citations

    7

    h-index

  3. TK
    Takeo Kanade

    Carnegie Mellon University, United States

    7 publications · 790 citations

    7

    h-index

  4. SS
    Stefano Soatto

    University of California, Los Angeles, United States

    7 publications · 502 citations

    7

    h-index

  5. GZ
    Guofeng Zhang

    Zhejiang University, China

    5 publications · 568 citations

    5

    h-index

1–5 of 1.3K

Institutions

412

  1. Zhejiang University

    Hangzhou, China

    14 h-index

    41 publications

    4K citations

  2. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    13 h-index

    22 publications

    2.3K citations

  3. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    11 h-index

    23 publications

    1.4K citations

  4. Tsinghua University

    Beijing, China

    11 h-index

    22 publications

    704 citations

  5. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    11 h-index

    38 publications

    1.1K citations

  6. ETH Zurich

    Zurich, Switzerland

    10 h-index

    18 publications

    1.9K citations

  7. Huazhong University of Science and Technology

    Wuhan, China

    10 h-index

    39 publications

    2.4K citations

  8. Google (United States)

    Mountain View, United States

    9 h-index

    77 publications

    9.6K citations

1–8 of 412

Venues

  1. arXiv (Cornell University)

    Repository · 36 publications · 1.4K citations

    22

    h-index

  2. IEEE Transactions on Image Processing

    15 publications · 804 citations

    15

    h-index

  3. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 17 publications · 4.6K citations

    15

    h-index

  4. IEEE Robotics and Automation Letters

    12 publications · 463 citations

    11

    h-index

  5. 10

    h-index

1–5