Concepedia

Unsupervised Scene Classification

Unsupervised Scene Classification is a machine learning approach to scene categorization that belongs to the genus of scene classification methods and is differentiated by its reliance on unlabeled data to discover latent scene structures without explicit supervision.

25

Publications

2K

Citations

84

Authors

39

Institutions

Publications per year

2017–2026

5

Parents

Publications

25

Saliency-Guided Unsupervised Feature Learning for Scene Classification

Fan Zhang, Bo Du, Liangpei Zhang · IEEE Transactions on Geoscience and Remote Sensing · 2014 · 547 citations

, , +16

Unsupervised Feature Learning for Aerial Scene Classification

Anil Cheriyadat · IEEE Transactions on Geoscience and Remote Sensing · 2013 · 427 citations

, , +16

Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification

Fan Hu, Gui-Song Xia, Zifeng Wang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2015 · 166 citations

, , +16

Fusion of airborne laserscanning point clouds and images for supervised and unsupervised scene classification

M. Gerke, Jing Xiao · ISPRS Journal of Photogrammetry and Remote Sensing · 2013 · 118 citations

, , +13

Scene Modeling Using Co-Clustering

Jingen Liu, Mubarak Shah · 2007 · 111 citations · Full text

, , +12

1–5 of 25

Authors

84

  1. HT
    Hong Tang

    Beijing Normal University, China

    2 publications · 33 citations

    2

    h-index

  2. FH
    Fan Hu

    Wuhan University, China

    2 publications · 194 citations

    2

    h-index

  3. SH
    Shi He

    Beijing Normal University, China

    2 publications · 33 citations

    2

    h-index

  4. GX
    Gui-Song Xia

    Wuhan University, China

    2 publications · 194 citations

    2

    h-index

  5. MG
    M. Gerke

    University of Twente, Netherlands

    2 publications · 138 citations

    2

    h-index

1–5 of 84

Institutions

39

  1. Wuhan University

    Wuhan, China

    6 h-index

    15 publications

    2.9K citations

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

    Wuhan, China

    3 h-index

    12 publications

    2.2K citations

  3. Chongqing University of Posts and Telecommunications

    Chongqing, China

    2 h-index

    7 publications

    203 citations

  4. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    2 publications

    76 citations

  5. University of Twente

    Enschede, The Netherlands

    2 h-index

    2 publications

    138 citations

  6. Beijing Normal University

    Beijing, China

    2 h-index

    13 publications

    209 citations

  7. State Key Laboratory of Remote Sensing Science

    Beijing, China

    1 h-index

    1 publications

    32 citations

  8. Nantes Université

    Nantes, France

    1 h-index

    1 publications

    22 citations

1–8 of 39

Venues

  1. 4

    h-index

  2. 2

    h-index

  3. Remote Sensing

    2 publications · 60 citations

    2

    h-index

  4. IEEE Geoscience and Remote Sensing Letters

    GRSL · 2 publications · 75 citations

    2

    h-index

  5. 1

    h-index

1–5