Concepedia

Multi-scale Feature Extraction

Multi-Scale Feature Extraction is a feature engineering technique that captures structural patterns at multiple spatial or temporal resolutions by differentially analyzing image data through a hierarchy of scales, thereby enabling the representation of both fine-grained and coarse-grained visual characteristics within a unified framework.

947

Publications

52K

Citations

3.9K

Authors

873

Institutions

Publications per year

2017–2026

815

Parents

Publications

947

CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification

Chun-Fu Richard Chen, Quanfu Fan, Rameswar Panda · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 1.9K citations

, , +16

DeepCrack: Learning Hierarchical Convolutional Features for Crack Detection

Qin Zou, Zheng Zhang, Qingquan Li et al. · IEEE Transactions on Image Processing · 2018 · 1K citations

, , +16

Pyramid Feature Attention Network for Saliency Detection

Ting Zhao, Xiangqian Wu · 2019 · 775 citations

, , +16

DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation

Hanchao Li, Pengfei Xiong, Haoqiang Fan et al. · 2019 · 698 citations

, , +14

Deep learning-based remaining useful life estimation of bearings using multi-scale feature extraction

Xiang Li, Qian Ding · Reliability Engineering & System Safety · 2018 · 561 citations

, , +13

1–5 of 947

Authors

3.9K

  1. MX
    Min Xia

    Nanjing University of Information Science and Technology, China

    9 publications · 504 citations

    9

    h-index

  2. LJ
    Licheng Jiao

    Xidian University, China

    6 publications · 318 citations

    6

    h-index

  3. HL
    Haifeng Lin

    Nanjing Forestry University, China

    5 publications · 260 citations

    5

    h-index

  4. JJ
    Junjun Jiang

    Harbin Institute of Technology, China

    4 publications · 121 citations

    4

    h-index

  5. MC
    Ming‐Ming Cheng

    Nankai University, China

    4 publications · 358 citations

    4

    h-index

1–5 of 3.9K

Institutions

873

  1. Chinese Academy of Sciences

    Beijing, China

    25 h-index

    116 publications

    6.1K citations

  2. Wuhan University

    Wuhan, China

    23 h-index

    96 publications

    9.6K citations

  3. Xidian University

    Xi'an, China

    22 h-index

    119 publications

    5.8K citations

  4. Nanjing University of Information Science and Technology

    Nanjing, China

    19 h-index

    63 publications

    2.9K citations

  5. Peking University

    Beijing, China

    19 h-index

    79 publications

    3.4K citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    18 h-index

    63 publications

    3K citations

  7. Huazhong University of Science and Technology

    Wuhan, China

    16 h-index

    42 publications

    2.3K citations

  8. State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing

    Wuhan, China

    14 h-index

    40 publications

    3.2K citations

1–8 of 873

Venues

  1. Remote Sensing

    59 publications · 2.3K citations

    29

    h-index

  2. IEEE Access

    50 publications · 2.4K citations

    27

    h-index

  3. arXiv (Cornell University)

    Repository · 47 publications · 1.6K citations

    24

    h-index

  4. Sensors

    33 publications · 1.3K citations

    20

    h-index

  5. 18

    h-index

1–5