Concepedia

Spatial Feature Transformation

Spatial Feature Transformation is a methodological construct in geospatial feature engineering that formally defines the process of converting raw spatial data into structurally enhanced representations through geometric, topological, or attribute-based operations to improve spatial pattern discernibility and analytical utility.

160

Publications

16.2K

Citations

602

Authors

279

Institutions

Publications per year

2017–2026

112

Parents

Publications

160

Deformable Convolutional Networks

Jifeng Dai, Haozhi Qi, Yuwen Xiong et al. · 2017 · 6.9K citations

, , +12

Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform

Xintao Wang, Ke Yu, Chao Dong et al. · 2018 · 1.1K citations

, , +15

An Efficient Pan-Sharpening Method via a Combined Adaptive PCA Approach and Contourlets

Vijay Shah, Nicolas H. Younan, Roger L. King · IEEE Transactions on Geoscience and Remote Sensing · 2008 · 640 citations

, , +16

Improving Convolutional Networks With Self-Calibrated Convolutions

Jiangjiang Liu, Qibin Hou, Ming‐Ming Cheng et al. · 2020 · 487 citations

, , +12

Deformable Convolutional Networks

Jifeng Dai, Haozhi Qi, Yuwen Xiong et al. · arXiv (Cornell University) · 2017 · 437 citations · Full text

, , +12

1–5 of 160

Authors

602

  1. GL
    Ge Li

    Peking University, China

    3 publications · 315 citations

    3

    h-index

  2. YR
    Yurui Ren

    Peking University, China

    3 publications · 315 citations

    3

    h-index

  3. TH
    Thomas H. Li

    Peking University, China

    3 publications · 315 citations

    3

    h-index

  4. KY
    Ke Yu

    Chinese University of Hong Kong, Hong Kong SAR China

    2 publications · 1.2K citations

    2

    h-index

  5. CD
    Chao Dong

    Shenzhen Institutes of Advanced Technology, China

    2 publications · 1.2K citations

    2

    h-index

1–5 of 602

Institutions

279

  1. Peking University

    Beijing, China

    5 h-index

    17 publications

    1.5K citations

  2. Dalian University of Technology

    Dalian, China

    4 h-index

    9 publications

    538 citations

  3. Wuhan University

    Wuhan, China

    4 h-index

    14 publications

    346 citations

  4. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    4 h-index

    8 publications

    471 citations

  5. Sun Yat-sen University

    Guangzhou, China

    3 h-index

    4 publications

    97 citations

  6. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    12 publications

    392 citations

  7. Nanyang Technological University

    Singapore, Singapore

    3 h-index

    7 publications

    172 citations

  8. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    11 publications

    317 citations

1–8 of 279

Venues

  1. IEEE Access

    9 publications · 186 citations

    9

    h-index

  2. arXiv (Cornell University)

    Repository · 7 publications · 993 citations

    7

    h-index

  3. 6

    h-index

  4. IEEE Transactions on Image Processing

    4 publications · 257 citations

    4

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 287 citations

    4

    h-index

1–5