Concepedia

Attention-based Change Detection

Attention-Based Change Detection is a change detection method that employs attention mechanisms to selectively focus on informative regions or features in multi-temporal data, thereby enhancing the model's ability to identify meaningful changes while suppressing irrelevant variations.

188

Publications

19K

Citations

608

Authors

224

Institutions

Publications per year

2017–2026

106

Parents

Publications

188

To See or not to See: The Need for Attention to Perceive Changes in Scenes

Ronald A. Rensink, J. Kevin Ο’Regan, James J. Clark · Psychological Science · 1997 · 2.3K citations · Full text

, , +15

A Spatial-Temporal Attention-Based Method and a New Dataset for Remote Sensing Image Change Detection

Hao Chen, Zhenwei Shi · Remote Sensing · 2020 · 1.7K citations · Full text

, , +16

Change Detection

Ronald A. Rensink · Annual Review of Psychology · 2002 · 809 citations

, , +11

Category-specific attention for animals reflects ancestral priorities, not expertise

Joshua New, Leda Cosmides, John Tooby · Proceedings of the National Academy of Sciences · 2007 · 661 citations · Full text

, , +16

DASNet: Dual Attentive Fully Convolutional Siamese Networks for Change Detection in High-Resolution Satellite Images

Jie Chen, Ziyang Yuan, Jian Peng et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 643 citations · Full text

, , +14

1–5 of 188

Authors

608

  1. MX
    Min Xia

    Nanjing University of Information Science and Technology, China

    8 publications · 471 citations

    8

    h-index

  2. HL
    Haifeng Lin

    Nanjing Forestry University, China

    6 publications · 331 citations

    6

    h-index

  3. KH
    Kai Hu

    Nanjing University of Information Science and Technology, China

    4 publications · 152 citations

    4

    h-index

  4. LW
    Liguo Weng

    Nanjing University of Information Science and Technology, China

    4 publications · 267 citations

    4

    h-index

  5. RA
    Ronald A. Rensink

    University of British Columbia, Canada

    4 publications · 3.4K citations

    4

    h-index

1–5 of 608

Institutions

224

  1. Wuhan University

    Wuhan, China

    19 h-index

    62 publications

    8.4K citations

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

    Wuhan, China

    16 h-index

    39 publications

    3.3K citations

  3. Nanjing University of Information Science and Technology

    Nanjing, China

    9 h-index

    41 publications

    2.2K citations

  4. Xidian University

    Xi'an, China

    9 h-index

    45 publications

    3.3K citations

  5. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    23 publications

    712 citations

  6. Nanjing Forestry University

    Nanjing, China

    6 h-index

    7 publications

    372 citations

  7. Sun Yat-sen University

    Guangzhou, China

    6 h-index

    14 publications

    3.6K citations

  8. University of Chinese Academy of Sciences

    Beijing, China

    5 h-index

    7 publications

    206 citations

1–8 of 224

Venues

  1. 24

    h-index

  2. Remote Sensing

    16 publications · 2.4K citations

    13

    h-index

  3. Visual Cognition

    13 publications · 1K citations

    12

    h-index

  4. 11

    h-index

  5. IEEE Geoscience and Remote Sensing Letters

    GRSL · 12 publications · 1.1K citations

    10

    h-index

1–5