Concepedia

Task-driven Vision

Task-Driven Vision is an active vision paradigm that directs visual processing and sensor control toward achieving specific functional goals, distinguishing itself from passive or data-driven approaches by prioritizing task-specific relevance in guiding perception.

28

Publications

2K

Citations

113

Authors

53

Institutions

Publications per year

2017–2026

14

Parents

Publications

28

A framework for visual saliency detection with applications to image thumbnailing

Luca Marchesotti, Claudio Cifarelli, G. Csurka · 2009 · 335 citations

, , +16

Automatic sensor placement from vision task requirements

Cregg Cowan, Peter Kovesi · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1988 · 293 citations

, , +14

Learning Unsupervised Video Object Segmentation Through Visual Attention

Wenguan Wang, Hongmei Song, Zhao Shuyang et al. · 2019 · 253 citations · Full text

, , +16

Unified No-Reference Quality Assessment of Singly and Multiply Distorted Stereoscopic Images

Qiuping Jiang, Feng Shao, Wei Gao et al. · IEEE Transactions on Image Processing · 2018 · 146 citations

, , +14

Paying Attention to Video Object Pattern Understanding

Wenguan Wang, Jianbing Shen, Xiankai Lu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 131 citations

, , +12

1–5 of 28

Authors

113

  1. HL
    Haibin Ling

    Temple University, United States

    2 publications · 384 citations

    2

    h-index

  2. CC
    Cregg Cowan

    SRI International, United States

    2 publications · 310 citations

    2

    h-index

  3. SC
    Steven C. H. Hoi

    Nanyang Technological University, Singapore

    2 publications · 384 citations

    2

    h-index

  4. WW
    Wenguan Wang

    Beijing Institute of Technology, China

    2 publications · 384 citations

    2

    h-index

  5. JS
    Jianbing Shen

    Inception Institute of Artificial Intelligence, United Arab Emirates

    2 publications · 384 citations

    2

    h-index

1–5 of 113

Institutions

53

  1. University of Washington

    Seattle, United States

    2 h-index

    4 publications

    68 citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    2 h-index

    2 publications

    114 citations

  3. Inception Institute of Artificial Intelligence

    Abu Dhabi, United Arab Emirates

    2 h-index

    3 publications

    637 citations

  4. Beijing Institute of Technology

    Beijing, China

    2 h-index

    6 publications

    1.4K citations

  5. KU Leuven

    Leuven, Belgium

    2 h-index

    3 publications

    73 citations

  6. Nanyang Technological University

    Singapore, Singapore

    2 h-index

    3 publications

    240 citations

  7. SRI International

    Menlo Park, United States

    2 h-index

    4 publications

    620 citations

  8. Singapore Management University

    Singapore, Singapore

    2 h-index

    2 publications

    384 citations

1–8 of 53

Venues

  1. 3

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 113 citations

    3

    h-index

  3. 1

    h-index

  4. Image and Vision Computing

    1 publications · 69 citations

    1

    h-index

  5. ScholarWorks@UMassAmherst (University of Massachusetts Amherst)

    Repository · 1 publications · 27 citations

    1

    h-index

1–5