Concepedia

Visual Saliency Detection

Visual Saliency Detection is a computational method that identifies the most visually prominent regions or objects in an image by modeling human attention mechanisms to prioritize areas with distinctive low-level features, high-level semantics, or task-driven cues.

1.8K

Publications

171.3K

Citations

4.6K

Authors

1.1K

Institutions

Publications per year

2017–2026

1K

Parents

Publications

1.8K

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

Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

Kelvin Xu, Jimmy Ba, Ryan Kiros et al. · arXiv (Cornell University) · 2015 · 7.5K citations · Full text

, , +15

Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering

Peter Anderson, Xiaodong He, Chris Buehler et al. · 2018 · 5.1K citations

, , +14

Saliency Detection: A Spectral Residual Approach

Xiaodi Hou, Liqing Zhang · 2007 · 3.4K citations

, , +12

A saliency-based search mechanism for overt and covert shifts of visual attention

L. Itti, Christof Koch · Vision Research · 2000 · 3.2K citations · Full text

, , +16

1–5 of 1.8K

Authors

4.6K

  1. HL
    Huchuan Lu

    Dalian University of Technology, China

    65 publications · 12.3K citations

    40

    h-index

  2. JH
    Junwei Han

    Northwestern Polytechnical University, China

    38 publications · 6.2K citations

    30

    h-index

  3. MC
    Ming‐Ming Cheng

    Nankai University, China

    29 publications · 12.7K citations

    25

    h-index

  4. YF
    Yuming Fang

    Jiangxi University of Finance and Economics, China

    30 publications · 2.2K citations

    23

    h-index

  5. DZ
    Dingwen Zhang

    Northwestern Polytechnical University, China

    24 publications · 3.9K citations

    22

    h-index

1–5 of 4.6K

Institutions

1.1K

  1. Dalian University of Technology

    Dalian, China

    47 h-index

    276 publications

    49.5K citations

  2. Northwestern Polytechnical University

    Xi'an, China

    39 h-index

    163 publications

    19.8K citations

  3. Chinese Academy of Sciences

    Beijing, China

    37 h-index

    169 publications

    14.3K citations

  4. Beihang University

    Beijing, China

    37 h-index

    228 publications

    15.5K citations

  5. Nanyang Technological University

    Singapore, Singapore

    37 h-index

    113 publications

    10.4K citations

  6. Nankai University

    Tianjin, China

    36 h-index

    121 publications

    28.1K citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    30 h-index

    146 publications

    15.3K citations

  8. Xidian University

    Xi'an, China

    28 h-index

    125 publications

    6.1K citations

1–8 of 1.1K

Venues

  1. IEEE Transactions on Image Processing

    141 publications · 15.9K citations

    69

    h-index

  2. 44

    h-index

  3. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 50 publications · 25.2K citations

    41

    h-index

  4. IEEE Transactions on Multimedia

    60 publications · 3.8K citations

    35

    h-index

  5. Neurocomputing

    82 publications · 2.8K citations

    28

    h-index

1–5