Spectroscopy and Spectral Analysis, Volume. 42, Issue 10, 3298(2022)

Recognition of Shellfish Based on Visible Spectrum and Convolutional Neural Network

Yang ZHANG1、1; 2;, Jun YUE1、1; *;, Shi-xiang JIA1、1;, Zhen-bo LI2、2;, and Guo-rui SHENG1、1;
Author Affiliations
  • 11. School of Information and Electrical Engineering, Ludong University, Yantai 264025, China
  • 22. School of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China
  • show less
    References(11)

    [4] G Li, Z Li, C Zhang et al. Shellfish Detection Based on Fusion Attention Mechanism in End-to-End Network, Proceedings of Pattern Recognition and Computer Vision(PRCV), 516(2019).

    [5] A Mallya, P Molchanov, S Tyree et al. Importance Estimation for Neural Network Pruning, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 11264(2019).

    [6] V Palakkode, X Suau, L Zappella et al. Filter Distillation for Network Compression, 2018, arXiv:, 08955(2004).

    [7] N Ma, X Zhang, H T Zheng et al. ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design, European Conference on Computer Vision(ECCV), 116(2018).

    [8] A Achkar, P-M Jodoin, C Lemaire. Structured Pruning of Neural Networks With Budget-Aware Regularization, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 9108(2019).

    [9] N Xu, L Yang, J Yu et al. Slimmable Neural Networks, 7th International Conference on Learning Representations, ICLR(2019).

    [10] T S Huang, J Yu. Universally Slimmable Networks and Improved Training Techniques, Proceedings of the IEEE/CVF International Conference on Computer Vision, 1803(2019).

    [11] H Cai, C Gan, T Wang et al. Once-For-All: Train One Network and Specialize It for Efficient Deployment, International Conference on Learning Representations (ICLR), 2020.

    [12] S Yan, T Yang, S Zhu et al. MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution, European Conference on Computer Vision(ECCV), 299(2020).

    [13] C Wu, H Zhang, Z Zhang et al. ResNest: Split-Attention Networks, 2020, arXiv:, 08955(2004).

    Tools

    Get Citation

    Copy Citation Text

    Yang ZHANG, Jun YUE, Shi-xiang JIA, Zhen-bo LI, Guo-rui SHENG. Recognition of Shellfish Based on Visible Spectrum and Convolutional Neural Network[J]. Spectroscopy and Spectral Analysis, 2022, 42(10): 3298

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Research Articles

    Received: May. 26, 2021

    Accepted: Apr. 7, 2022

    Published Online: Nov. 23, 2022

    The Author Email:

    DOI:10.3964/j.issn.1000-0593(2022)10-3298-09

    Topics