Concepedia

Spatial Context Modeling

Spatial Context Modeling is a computational framework that formalizes the characterization of spatial dependencies and relational patterns among entities within a defined geographic or geometric space, distinguished by its integration of topological, directional, and distance-based features to enhance representation learning in spatially-referenced data.

81

Publications

5.5K

Citations

266

Authors

116

Institutions

Publications per year

2017–2026

40

Parents

Publications

81

Object categorization using co-occurrence, location and appearance

Carolina Galleguillos, Andrew Rabinovich, Serge Belongie · 2008 · 478 citations

, , +15

MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation

Lukas Hoyer, Dengxin Dai, Haoran Wang et al. · 2023 · 302 citations

, , +13

Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds

RWTH Publications (RWTH Aachen) · 2017 · 284 citations

, , +14

Contextualized Spatial–Temporal Network for Taxi Origin-Destination Demand Prediction

Lingbo Liu, Zhilin Qiu, Guanbin Li et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 278 citations

, , +16

Unsupervised Polarimetric SAR Image Segmentation and Classification Using Region Growing With Edge Penalty

Peter Yu, A. K. Qin, David A. Clausi · IEEE Transactions on Geoscience and Remote Sensing · 2011 · 205 citations

, , +16

1–5 of 81

Authors

266

  1. DA
    David A. Clausi

    University of Waterloo, Canada

    3 publications · 313 citations

    3

    h-index

  2. JL
    Jiebo Luo

    University of Rochester, United States

    3 publications · 200 citations

    3

    h-index

  3. LX
    Lingxi Xie

    Huawei Technologies (China), China

    3 publications · 152 citations

    3

    h-index

  4. GM
    Geert-Jan M. Kruijff

    German Research Centre for Artificial Intelligence, Germany

    2 publications · 111 citations

    2

    h-index

  5. AK
    A. K. Qin

    Swinburne University of Technology, Australia

    2 publications · 290 citations

    2

    h-index

1–5 of 266

Institutions

116

  1. The University of Texas at San Antonio

    San Antonio, United States

    4 h-index

    4 publications

    166 citations

  2. Tsinghua University

    Beijing, China

    4 h-index

    8 publications

    396 citations

  3. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    14 publications

    663 citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    4 publications

    247 citations

  5. Wuhan University

    Wuhan, China

    3 h-index

    7 publications

    100 citations

  6. Xidian University

    Xi'an, China

    3 h-index

    15 publications

    727 citations

  7. Hefei University of Technology

    Hefei, China

    3 h-index

    7 publications

    238 citations

  8. University of Waterloo

    Waterloo, Canada

    3 h-index

    9 publications

    877 citations

1–8 of 116

Venues

  1. IEEE Transactions on Image Processing

    6 publications · 312 citations

    6

    h-index

  2. IEEE Transactions on Multimedia

    3 publications · 133 citations

    3

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 269 citations

    3

    h-index

  4. 3

    h-index

  5. Expert Systems with Applications

    1 publications · 29 citations

    2

    h-index

1–5