Concepedia

Bounding Box Regression

Bounding Box Regression is a machine learning technique in object detection that refines the localization of detected objects by predicting the parameters of a bounding box around each object, differentiating itself from classification tasks through its focus on spatial coordinate adjustment rather than categorical labeling.

292

Publications

40.9K

Citations

1.2K

Authors

330

Institutions

Publications per year

2017–2026

283

Parents

Publications

292

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression

Zhaohui Zheng, Ping Wang, Wei Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 4.1K citations · Full text

, , +11

Focal and efficient IOU loss for accurate bounding box regression

Yifan Zhang, Weiqiang Ren, Zhang Zhang et al. · Neurocomputing · 2022 · 1.9K citations

, , +14

Joint 3D Proposal Generation and Object Detection from View Aggregation

Jason S. Ku, Melissa Mozifian, Jungwook Lee et al. · 2018 · 1.7K citations

, , +17

Synthetic Data for Text Localisation in Natural Images

Ankush Gupta, Andrea Vedaldi, Andrew Zisserman · 2016 · 1.5K citations

, , +13

Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation

Dongwei Ren, Wei Liu, Rongguang Ye et al. · IEEE Transactions on Cybernetics · 2021 · 1.4K citations

, , +16

1–5 of 292

Authors

1.2K

  1. QW
    Qi Wu

    The University of Adelaide, Australia

    4 publications · 295 citations

    4

    h-index

  2. XB
    Xiang Bai

    Huazhong University of Science and Technology, China

    4 publications · 2.1K citations

    4

    h-index

  3. XY
    Xue Yang

    Shanghai Jiao Tong University, China

    4 publications · 548 citations

    4

    h-index

  4. ZZ
    Zhiqiang Zhou

    Beijing Institute of Technology, China

    4 publications · 298 citations

    4

    h-index

  5. RY
    Rongguang Ye

    Tianjin University, China

    4 publications · 6.4K citations

    4

    h-index

1–5 of 1.2K

Institutions

330

  1. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    60 publications

    12.9K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    11 h-index

    29 publications

    9K citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    10 h-index

    27 publications

    2.5K citations

  4. Beijing Institute of Technology

    Beijing, China

    10 h-index

    36 publications

    2.5K citations

  5. Wuhan University

    Wuhan, China

    8 h-index

    19 publications

    4.8K citations

  6. Zhejiang University

    Hangzhou, China

    7 h-index

    19 publications

    2.7K citations

  7. The University of Adelaide

    Adelaide, Australia

    7 h-index

    10 publications

    2K citations

  8. Xidian University

    Xi'an, China

    6 h-index

    26 publications

    2.5K citations

1–8 of 330

Venues

  1. arXiv (Cornell University)

    Repository · 42 publications · 5.2K citations

    30

    h-index

  2. Sensors

    19 publications · 1.6K citations

    16

    h-index

  3. IEEE Access

    18 publications · 1.2K citations

    14

    h-index

  4. Remote Sensing

    11 publications · 513 citations

    11

    h-index

  5. Electronics

    7 publications · 319 citations

    7

    h-index

1–5