孔凡童
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- Supervisor of Master's Candidates
- E-Mail:
- School/Department:电子信息与电气工程学院
- Education Level:With Certificate of Graduation for Doctorate Study
- Degree:Doctoral Degree in Engineering
- Alma Mater:中国石油大学（华东）
- Teacher College:电子信息与电气工程学院
- Paper Publications
Underwater Acoustic Classification Using Wavelet Scattering Transform and Convolutional Neural Network
Release time:2026-08-11 Hits:
- DOI number:10.1109/COA58979.2024.10723696
- Affiliation of Author(s):江苏科技大学
- Teaching and Research Group:海洋学院
- Journal:2024 OES China Ocean Acoustics (COA)
- Place of Publication:中国
- Key Words:underwater acoustic classification; wavelet scattering transform; convolutional neural network; limited dataset
- Abstract:面向有限样本条件下的水声信号分类，使用波散射变换获得稳定的多尺度特征，并结合卷积神经网络学习判别表示。该框架旨在降低对大规模标注数据的依赖并提高复杂海洋环境中的识别性能。
- Note:来源：https://doi.org/10.1109/COA58979.2024.10723696
- Co-author:Yongxiang Liu, Hanchang Xu, Biao Wang
- First Author:Fantong Kong
- Indexed by:科研论文
- Discipline:Engineering
- First-Level Discipline:Information and Communication Engineering
- Document Type:会议论文
- Page Number:1-5
- Date of Publication:2024-05-29