Concepedia

Saliency Detection

Saliency Detection is a computational method in computer vision that identifies the most visually prominent regions or objects in a scene by differentiating them from the background based on intrinsic features such as contrast, color, motion, or context, within the framework of scene understanding.

3.4K

Publications

286.8K

Citations

8K

Authors

1.6K

Institutions

Publications per year

2017–2026

1.8K

Parents

Publications

3.4K

A model of saliency-based visual attention for rapid scene analysis

Laurent Itti, Christof Koch, Ernst Niebur · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 11.3K citations

, , +14

Deep Inside Convolutional Networks: Visualising Image Classification\n Models and Saliency Maps

Karen Simonyan, Andrea Vedaldi, Andrew Zisserman · arXiv (Cornell University) · 2013 · 4.9K citations · Full text

, , +17

Frequency-tuned salient region detection

Radhakrishna Achanta, S.S. Hemami, Francisco Estrada et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 4.2K citations · Full text

, , +15

Saliency Detection: A Spectral Residual Approach

Xiaodi Hou, Liqing Zhang · 2007 · 3.4K citations

, , +12

Global contrast based salient region detection

Ming‐Ming Cheng, Guoxin Zhang, Niloy J. Mitra et al. · 2011 · 3.1K citations

, , +14

1–5 of 3.4K

Authors

8K

  1. HL
    Huchuan Lu

    Dalian University of Technology, China

    91 publications · 16.4K citations

    52

    h-index

  2. JH
    Junwei Han

    Northwestern Polytechnical University, China

    49 publications · 8.2K citations

    35

    h-index

  3. ZL
    Zhi Liu

    Shanghai University, China

    59 publications · 4.1K citations

    33

    h-index

  4. DZ
    Dingwen Zhang

    Northwestern Polytechnical University, China

    34 publications · 5.5K citations

    30

    h-index

  5. AB
    Ali Borji

    University of Central Florida, United States

    42 publications · 7K citations

    29

    h-index

1–5 of 8K

Institutions

1.6K

  1. Dalian University of Technology

    Dalian, China

    58 h-index

    399 publications

    66.5K citations

  2. Northwestern Polytechnical University

    Xi'an, China

    49 h-index

    276 publications

    29.3K citations

  3. Chinese Academy of Sciences

    Beijing, China

    47 h-index

    328 publications

    24.1K citations

  4. Beihang University

    Beijing, China

    45 h-index

    328 publications

    18.4K citations

  5. Nanyang Technological University

    Singapore, Singapore

    45 h-index

    194 publications

    18.3K citations

  6. Xidian University

    Xi'an, China

    38 h-index

    239 publications

    11.3K citations

  7. University of Chinese Academy of Sciences

    Beijing, China

    38 h-index

    138 publications

    16.8K citations

  8. Nankai University

    Tianjin, China

    36 h-index

    137 publications

    31.7K citations

1–8 of 1.6K

Venues

  1. IEEE Transactions on Image Processing

    207 publications · 25.4K citations

    90

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 76 publications · 31.8K citations

    54

    h-index

  3. IEEE Transactions on Multimedia

    101 publications · 6.5K citations

    47

    h-index

  4. 44

    h-index

  5. arXiv (Cornell University)

    Repository · 139 publications · 12.8K citations

    42

    h-index

1–5