Concepedia

Sparse Feature Detection

Sparse Feature Detection is a feature detection method that identifies a minimal set of salient, non-redundant features in a signal or image by exploiting sparsity constraints to prioritize isolated or infrequent patterns over dense or uniformly distributed responses.

85

Publications

5.7K

Citations

356

Authors

159

Institutions

Publications per year

2017–2026

39

Parents

Publications

85

Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition

Marc’Aurelio Ranzato, Fu Jie Huang, Y-Lan Boureau et al. · 2007 · 1.1K citations

, , +16

High-Performance Rotation Invariant Multiview Face Detection

Chang Huang, Haizhou Ai, Yuan Li et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · 379 citations

, , +12

Learning Local Feature Descriptors Using Convex Optimisation

Karen Simonyan, Andrea Vedaldi, Andrew Zisserman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 373 citations

, , +11

Voting for Voting in Online Point Cloud Object Detection

Dominic Zeng Wang, Ingmar Posner · 2015 · 347 citations · Full text

, , +15

Optimal detection of sparse principal components in high dimension

Quentin Berthet, Philippe Rigollet · The Annals of Statistics · 2013 · 263 citations · Full text

, , +17

1–5 of 85

Authors

356

  1. JY
    Jieping Ye

    Arizona State University, United States

    3 publications · 54 citations

    3

    h-index

  2. DW
    Damon Wing Kee Wong

    Singapore Eye Research Institute, Singapore

    2 publications · 47 citations

    2

    h-index

  3. CB
    Christoph Busch

    Darmstadt University of Applied Sciences, Germany

    2 publications · 57 citations

    2

    h-index

  4. JL
    Jiang Liu

    Institute for Infocomm Research, Singapore

    2 publications · 47 citations

    2

    h-index

  5. HA
    Haizhou Ai

    Tsinghua University, China

    2 publications · 427 citations

    2

    h-index

1–5 of 356

Institutions

159

  1. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    21 publications

    467 citations

  2. Tsinghua University

    Beijing, China

    5 h-index

    13 publications

    2K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    10 publications

    187 citations

  4. Xi'an Jiaotong University

    Xi'an, China

    4 h-index

    11 publications

    438 citations

  5. University of Michigan

    Ann Arbor, United States

    4 h-index

    8 publications

    396 citations

  6. Northwestern Polytechnical University

    Xi'an, China

    2 h-index

    5 publications

    141 citations

  7. University of Electronic Science and Technology of China

    Chengdu, China

    2 h-index

    7 publications

    794 citations

  8. National University of Singapore

    Singapore, Singapore

    2 h-index

    4 publications

    94 citations

1–8 of 159

Venues

  1. 3

    h-index

  2. Neurocomputing

    3 publications · 98 citations

    3

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 62 citations

    3

    h-index

  4. Mathematical Problems in Engineering

    MPE · 2 publications · 24 citations

    2

    h-index

  5. The Annals of Statistics

    2 publications · 274 citations

    2

    h-index

1–5