Concepedia

Single-image Height Estimation

Single-Image Height Estimation is a methodological framework within remote sensing and computer vision that enables the prediction of tree height from a single two-dimensional image by leveraging geometric priors, scene constraints, or deep learning models, distinguishing it from multi-view or multi-sensor height estimation approaches.

24

Publications

1.2K

Citations

65

Authors

42

Institutions

Publications per year

2017–2026

17

Parents

Publications

24

IMG2DSM: Height Simulation From Single Imagery Using Conditional Generative Adversarial Net

Pedram Ghamisi, Naoto Yokoya · IEEE Geoscience and Remote Sensing Letters · 2018 · 138 citations

, , +17

Height estimation from single aerial images using a deep convolutional encoder-decoder network

Hamed Amini Amirkolaee, Hossein Arefi · ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 131 citations

, , +10

IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network

Lichao Mou, Xiao Xiang Zhu · arXiv (Cornell University) · 2018 · 101 citations · Full text

, , +14

IM2ELEVATION: Building Height Estimation from Single-View Aerial Imagery

Chao-Jung Liu, Vladimir A. Krylov, Paul J. Kane et al. · Remote Sensing · 2020 · 86 citations · Full text

, , +17

A Stochastic Framework for the Identification of Building Rooftops Using a Single Remote Sensing Image

Antonis Katartzis, Hichem Sahli · IEEE Transactions on Geoscience and Remote Sensing · 2007 · 84 citations

, , +15

1–5 of 24

Authors

65

  1. XX
    Xiao Xiang Zhu

    Technical University of Munich, Germany

    3 publications · 191 citations

    3

    h-index

  2. HA
    Hossein Arefi

    University of Tehran, Iran

    3 publications · 165 citations

    3

    h-index

  3. LM
    Lichao Mou

    Technical University of Munich, Germany

    3 publications · 191 citations

    3

    h-index

  4. HA
    Hamed Amini Amirkolaee

    University of Tehran, Iran

    2 publications · 152 citations

    2

    h-index

  5. YS
    Yao Sun

    Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR), Germany

    2 publications · 90 citations

    2

    h-index

1–5 of 65

Institutions

42

  1. University of Tehran

    Tehran, Iran

    3 h-index

    5 publications

    317 citations

  2. Technical University of Munich

    Munich, Germany

    2 h-index

    6 publications

    318 citations

  3. University of Twente

    Enschede, The Netherlands

    2 h-index

    4 publications

    109 citations

  4. Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)

    Cologne, Germany

    2 h-index

    6 publications

    318 citations

  5. University of Maryland, College Park

    College Park, United States

    1 h-index

    1 publications

    52 citations

  6. Beijing Academy of Artificial Intelligence

    Beijing, China

    1 h-index

    3 publications

    81 citations

  7. University of Helsinki

    Helsinki, Finland

    1 h-index

    2 publications

    68 citations

  8. Chinese University of Hong Kong, Shenzhen

    Shenzhen, China

    1 h-index

    1 publications

    63 citations

1–8 of 42

Venues

  1. 5

    h-index

  2. IEEE Geoscience and Remote Sensing Letters

    GRSL · 3 publications · 207 citations

    3

    h-index

  3. Remote Sensing

    3 publications · 148 citations

    3

    h-index

  4. Computer Vision and Image Understanding

    CVIU · 2 publications · 47 citations

    2

    h-index

  5. arXiv (Cornell University)

    Repository · 1 publications · 101 citations

    1

    h-index

1–5