Concepedia

Open-set Recognition

Open-Set Recognition is a paradigm in computer vision that enables a model to correctly identify known classes during inference while simultaneously rejecting samples from unknown classes that were not present during training.

329

Publications

22.2K

Citations

1.1K

Authors

369

Institutions

Publications per year

2017–2026

228

Parents

Publications

329

Toward Open Set Recognition

Walter J. Scheirer, Anderson de Rezende Rocha, Amir Sapkota et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 1.5K citations

, , +16

Large-Scale Long-Tailed Recognition in an Open World

Ziwei Liu, Zhongqi Miao, Xiaohang Zhan et al. · 2019 · 1.1K citations

, , +16

Recent Advances in Open Set Recognition: A Survey

Chuanxing Geng, Sheng-Jun Huang, Songcan Chen · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 946 citations · Full text

, , +9

Pushing the frontiers of unconstrained face detection and recognition: IARPA Janus Benchmark A

Brendan Klare, Ben Klein, Emma Taborsky et al. · 2015 · 761 citations

, , +13

Probability Models for Open Set Recognition

Walter J. Scheirer, Lalit P. Jain, Terrance E. Boult · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 637 citations

, , +16

1–5 of 329

Authors

1.1K

  1. TE
    Terrance E. Boult

    University of Colorado Colorado Springs, United States

    8 publications · 2.5K citations

    8

    h-index

  2. RS
    Richard S. Tyler

    University of Iowa, United States

    6 publications · 512 citations

    6

    h-index

  3. ZL
    Ziwei Liu

    Nanyang Technological University, Singapore

    6 publications · 2K citations

    6

    h-index

  4. SB
    Susan B. Waltzman

    New York University, United States

    6 publications · 279 citations

    6

    h-index

  5. AR
    Anderson Rocha

    Universidade Estadual de Campinas (UNICAMP), Brazil

    5 publications · 128 citations

    5

    h-index

1–5 of 1.1K

Institutions

369

  1. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    59 publications

    3.2K citations

  2. University of Colorado Colorado Springs

    Colorado Springs, United States

    9 h-index

    21 publications

    5K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    9 h-index

    27 publications

    1.1K citations

  4. Tsinghua University

    Beijing, China

    9 h-index

    15 publications

    724 citations

  5. Google (United States)

    Mountain View, United States

    8 h-index

    27 publications

    3.5K citations

  6. Xi'an Jiaotong University

    Xi'an, China

    7 h-index

    14 publications

    717 citations

  7. Nanyang Technological University

    Singapore, Singapore

    7 h-index

    23 publications

    3.9K citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    7 h-index

    29 publications

    1K citations

1–8 of 369

Venues

  1. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 19 publications · 4.8K citations

    19

    h-index

  2. arXiv (Cornell University)

    Repository · 33 publications · 1.5K citations

    18

    h-index

  3. PubMed

    Repository · 14 publications · 546 citations

    13

    h-index

  4. Journal of Speech Language and Hearing Research

    JSLHR · 8 publications · 560 citations

    8

    h-index

  5. The Journal of the Acoustical Society of America

    JASA · 8 publications · 237 citations

    8

    h-index

1–5