Concepedia

Semi-supervised Annotation

Semi-Supervised Annotation is a machine learning approach to image annotation that combines a small set of labeled data with a large set of unlabeled data to improve annotation accuracy and efficiency by leveraging both supervised and unsupervised learning mechanisms.

200

Publications

9.2K

Citations

751

Authors

312

Institutions

Publications per year

2017–2026

123

Parents

Publications

200

Annotating Object Instances with a Polygon-RNN

Lluís Castrejón, Kaustav Kundu, Raquel Urtasun et al. · 2017 · 372 citations

, , +14

The second release of the RASP system

Ted Briscoe, John M. Carroll, Rebecca Watson · 2006 · 359 citations · Full text

, , +17

Beyond Distance Measurement: Constructing Neighborhood Similarity for Video Annotation

Meng Wang, Xian-Sheng Hua, Jinhui Tang et al. · IEEE Transactions on Multimedia · 2009 · 288 citations

, , +14

Semi-Supervised Medical Image Classification With Relation-Driven Self-Ensembling Model

IEEE Transactions on Medical Imaging · 2020 · 280 citations · Full text

, , +16

Image annotation by <i>k</i> NN-sparse graph-based label propagation over noisily tagged web images

Jinhui Tang, Richang Hong, Shuicheng Yan et al. · ACM Transactions on Intelligent Systems and Technology · 2011 · 238 citations

, , +16

1–5 of 200

Authors

751

  1. GQ
    Guo-Jun Qi

    University of Central Florida, United States

    10 publications · 635 citations

    10

    h-index

  2. XH
    Xian‐Sheng Hua

    Microsoft Research Asia (China), China

    8 publications · 474 citations

    9

    h-index

  3. JT
    Jinhui Tang

    Nanjing University of Science and Technology, China

    8 publications · 812 citations

    8

    h-index

  4. YS
    Yan Song

    University of Science and Technology of China, China

    5 publications · 168 citations

    6

    h-index

  5. TM
    Tao Mei

    Microsoft Research Asia (China), China

    5 publications · 223 citations

    5

    h-index

1–5 of 751

Institutions

312

  1. University of Science and Technology of China

    Hefei, China

    12 h-index

    38 publications

    1.6K citations

  2. Microsoft Research Asia (China)

    Beijing, China

    12 h-index

    26 publications

    2K citations

  3. National University of Singapore

    Singapore, Singapore

    8 h-index

    19 publications

    2.1K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    11 publications

    382 citations

  5. University of Trento

    Trento, Italy

    6 h-index

    13 publications

    1.7K citations

  6. Stanford University

    Stanford, United States

    6 h-index

    19 publications

    1.6K citations

  7. The University of Texas at Arlington

    Arlington, United States

    5 h-index

    9 publications

    930 citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    4 h-index

    6 publications

    423 citations

1–8 of 312

Venues

  1. IEEE Transactions on Multimedia

    9 publications · 827 citations

    9

    h-index

  2. arXiv (Cornell University)

    Repository · 9 publications · 215 citations

    9

    h-index

  3. Bioinformatics

    7 publications · 244 citations

    8

    h-index

  4. IEEE Access

    6 publications · 233 citations

    8

    h-index

  5. Sensors

    4 publications · 154 citations

    4

    h-index

1–5