Concepedia

Open Set Object Detection

Open Set Object Detection is an object detection framework that extends conventional detection paradigms by enabling the identification of both known-class objects and previously unseen object categories during inference, thereby explicitly accounting for unlabeled or unknown instances in the detection process.

27

Publications

2.2K

Citations

126

Authors

42

Institutions

Publications per year

2017–2026

23

Parents

Publications

27

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

Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Shilong Liu, Zhaoyang Zeng, Tianhe Ren et al. · arXiv (Cornell University) · 2023 · 248 citations · Full text

, , +16

From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer

Haipeng Xiong, Hao Lü, Chengxin Liu et al. · 2019 · 187 citations

, , +10

The Overlooked Elephant of Object Detection: Open Set

Akshay Raj Dhamija, Manuel Günther, Jonathan Ventura et al. · 2020 · 174 citations

, , +10

Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks

Tianhe Ren, Shilong Liu, Ailing Zeng et al. · arXiv (Cornell University) · 2024 · 92 citations · Full text

, , +15

1–5 of 27

Authors

126

  1. ZC
    Zhiguo Cao

    Huazhong University of Science and Technology, China

    3 publications · 238 citations

    3

    h-index

  2. TE
    Terrance E. Boult

    University of Colorado Colorado Springs, United States

    3 publications · 853 citations

    3

    h-index

  3. HX
    Haipeng Xiong

    Huazhong University of Science and Technology, China

    3 publications · 238 citations

    3

    h-index

  4. HL
    Hao Lü

    Huazhong University of Science and Technology, China

    3 publications · 238 citations

    3

    h-index

  5. CL
    Chengxin Liu

    Huazhong University of Science and Technology, China

    3 publications · 238 citations

    3

    h-index

1–5 of 126

Institutions

42

  1. Eskişehir Osmangazi University

    Eskişehir, Türkiye

    3 h-index

    5 publications

    181 citations

  2. Wuhan University

    Wuhan, China

    3 h-index

    5 publications

    298 citations

  3. Huazhong University of Science and Technology

    Wuhan, China

    3 h-index

    12 publications

    915 citations

  4. University of Hong Kong

    Pok Fu Lam, Hong Kong

    2 h-index

    5 publications

    238 citations

  5. Xiamen University

    Xiamen, China

    2 h-index

    7 publications

    350 citations

  6. University of Colorado Colorado Springs

    Colorado Springs, United States

    2 h-index

    5 publications

    1.8K citations

  7. United States Department of the Army

    Arlington, United States

    1 h-index

    1 publications

    42 citations

  8. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    1 h-index

    5 publications

    150 citations

1–8 of 42

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 452 citations

    5

    h-index

  2. 4

    h-index

  3. International Journal of Computer Vision

    2 publications · 47 citations

    2

    h-index

  4. Mechanical Systems and Signal Processing

    MSSP · 1 publications · 24 citations

    1

    h-index

  5. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 1 publications · 56 citations

    1

    h-index

1–5