Concepedia

Open-set Scene Classification

Open-Set Scene Classification is a scene classification paradigm that belongs to the broader category of image understanding tasks, distinguished by its requirement to recognize known scene categories during inference while simultaneously identifying images from unknown or unseen scene categories as belonging to none of the known classes.

15

Publications

490

Citations

64

Authors

34

Institutions

Publications per year

2017–2026

14

Parents

Publications

15

Acoustic Scene Classification in DCASE 2019 Challenge: Closed and Open Set Classification and Data Mismatch Setups

Annamaria Mesaros, Toni Heittola, Tuomas Virtanen · 2019 · 72 citations · Full text

, , +8

Feature Consistency-Based Prototype Network for Open-Set Hyperspectral Image Classification

Zhuojun Xie, Puhong Duan, Wang Liu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 66 citations

, , +16

Open-set domain adaptation for scene classification using multi-adversarial learning

Juepeng Zheng, Yibin Wen, Mengxuan Chen et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2024 · 59 citations

, , +15

A Self-Supervised-Driven Open-Set Unsupervised Domain Adaptation Method for Optical Remote Sensing Image Scene Classification and Retrieval

Siyuan Wang, Dongyang Hou, Huaqiao Xing · IEEE Transactions on Geoscience and Remote Sensing · 2023 · 45 citations

, , +16

Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene Classification

Weiwei Liu, Xiangli Nie, Bo Zhang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 38 citations

, , +16

1–5 of 15

Authors

64

  1. XX
    Xia Xu

    Beihang University, China

    2 publications · 51 citations

    2

    h-index

  2. JZ
    Jun Zhang

    Hebei University of Technology, China

    2 publications · 51 citations

    2

    h-index

  3. BP
    Bin Pan

    Beihang University, China

    2 publications · 51 citations

    2

    h-index

  4. JL
    Jiao Liu

    Wuhan University, China

    2 publications · 51 citations

    2

    h-index

  5. LT
    Long Tian

    Xidian University, China

    1 publications · 30 citations

    1

    h-index

1–5 of 64

Institutions

34

  1. Nankai University

    Tianjin, China

    3 h-index

    8 publications

    229 citations

  2. Sun Yat-sen University

    Guangzhou, China

    2 h-index

    4 publications

    207 citations

  3. Tampere University

    Tampere, Finland

    1 h-index

    3 publications

    216 citations

  4. Chinese Academy of Social Sciences

    Beijing, China

    1 h-index

    1 publications

    38 citations

  5. Hunan University

    Changsha, China

    1 h-index

    6 publications

    396 citations

  6. The Royal Melbourne Hospital

    Melbourne, Australia

    1 h-index

    1 publications

    16 citations

  7. University of Science and Technology Beijing

    Beijing, China

    1 h-index

    1 publications

    38 citations

  8. Central China Normal University

    Wuhan, China

    1 h-index

    3 publications

    60 citations

1–8 of 34

Venues

  1. 4

    h-index

  2. IEEE Geoscience and Remote Sensing Letters

    GRSL · 1 publications · 20 citations

    1

    h-index

  3. 1

    h-index

  4. Expert Systems with Applications

    1 publications · 31 citations

    1

    h-index

  5. Signal Processing

    1 publications · 30 citations

    1

    h-index

1–5