Concepedia

Aerial Image Segmentation

Aerial Image Segmentation is a specialized form of semantic segmentation that categorizes pixels in high-resolution aerial imagery according to distinct geographic or man-made features, differentiating itself from other semantic segmentation tasks by its focus on overhead views and unique challenges such as scale variability, viewpoint invariance, and dense urban structures.

528

Publications

32.9K

Citations

1.9K

Authors

607

Institutions

Publications per year

2017–2026

417

Parents

Publications

528

Road Extraction by Deep Residual U-Net

Zhengxin Zhang, Qingjie Liu, Yunhong Wang · IEEE Geoscience and Remote Sensing Letters · 2018 · 3.1K citations · Full text

, , +14

Fully Convolutional Networks for Multisource Building Extraction From an Open Aerial and Satellite Imagery Data Set

Shunping Ji, Shiqing Wei, Meng Lü · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 1.8K citations · Full text

, , +14

DeepRoadMapper: Extracting Road Topology from Aerial Images

Gellért Máttyus, Wenjie Luo, Raquel Urtasun · 2017 · 558 citations

, , +15

Orientation robust object detection in aerial images using deep convolutional neural network

Haigang Zhu, Xiaogang Chen, Weiqun Dai et al. · 2015 · 469 citations

, , +16

UAVid: A semantic segmentation dataset for UAV imagery

Ye Lyu, George Vosselman, Gui-Song Xia et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 374 citations · Full text

, , +11

1–5 of 528

Authors

1.9K

  1. KF
    Kun Fu

    Chinese Academy of Sciences, China

    13 publications · 1.2K citations

    13

    h-index

  2. XS
    Xian Sun

    Chinese Academy of Sciences, China

    12 publications · 742 citations

    12

    h-index

  3. GX
    Gui-Song Xia

    Wuhan University, China

    9 publications · 1.1K citations

    9

    h-index

  4. WD
    Wenhui Diao

    Chinese Academy of Sciences, China

    9 publications · 472 citations

    9

    h-index

  5. BP
    Biswajeet Pradhan

    University of Technology Sydney, Australia

    7 publications · 491 citations

    7

    h-index

1–5 of 1.9K

Institutions

607

  1. Chinese Academy of Sciences

    Beijing, China

    24 h-index

    120 publications

    8.1K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    21 h-index

    64 publications

    5.6K citations

  3. Wuhan University

    Wuhan, China

    17 h-index

    77 publications

    8.5K citations

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

    Cologne, Germany

    13 h-index

    41 publications

    4.7K citations

  5. State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing

    Wuhan, China

    12 h-index

    33 publications

    1.4K citations

  6. ETH Zurich

    Zurich, Switzerland

    11 h-index

    27 publications

    3.5K citations

  7. Aerospace Information Research Institute

    Beijing, China

    11 h-index

    57 publications

    2.7K citations

  8. King Saud University

    Riyadh, Saudi Arabia

    9 h-index

    9 publications

    707 citations

1–8 of 607

Venues

  1. Remote Sensing

    78 publications · 4.3K citations

    37

    h-index

  2. 29

    h-index

  3. 16

    h-index

  4. IEEE Geoscience and Remote Sensing Letters

    GRSL · 23 publications · 4.1K citations

    16

    h-index

  5. IEEE Access

    16 publications · 707 citations

    14

    h-index

1–5