HYPERSPECTRAL IMAGE CLASSIFICATION USING MULTI-LAYER PERCEPTRON MIXER (MLP-MIXER)

被引:0
|
作者
Jamali, Ali [1 ]
Mahdianpari, Masoud [2 ,3 ]
Rahman, Alias Abdul [4 ]
机构
[1] Faculty of Engineering, University of Karabük, Karabük, Turkey
[2] Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John's,NL,A1B3X5, Canada
[3] C-CORE, 1 Morrissey Rd, St. John's,NL,A1B 3X5, Canada
[4] Faculty of Built Environment and Surveying, Universiti Teknologi Malaysia (UTM), Johor Bahru, Malaysia
关键词
Engineering Village;
D O I
暂无
中图分类号
学科分类号
摘要
High dimensionality - HyperSpectral - Hyperspectral image classification - Hyperspectral image datas - Images classification - Labeled data - LULC mapping - Machine-learning - Multilayers perceptrons - Spectral band
引用
收藏
页码:179 / 182
相关论文
共 50 条
  • [21] Gesture Recognition Using MLP-Mixer With CNN and Stacking Ensemble for sEMG Signals
    Shen, Shu
    Li, Minglei
    Mao, Fan
    Chen, Xinrong
    Ran, Ran
    IEEE SENSORS JOURNAL, 2024, 24 (04) : 4960 - 4968
  • [22] A Hybrid Network based on MLP-Mixer for OFDM Channel Estimation
    Liu, Sirui
    Dong, Chen
    Zhang, Zhi
    Qin, Xiaoqi
    Xu, Xiaodong
    2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC 2024, 2024,
  • [23] G-MLP: Graph Multi-Layer Perceptron for Node Classification Using Contrastive Learning
    Yuan, Lining
    Jiang, Ping
    Hou, Wenlei
    Huang, Wanyan
    IEEE ACCESS, 2024, 12 : 104909 - 104919
  • [24] Investigating Performance MLP-Mixer and gMLP for Crop Leaf Diseases
    Li, Li-Hua
    Tanone, Radius
    VIETNAM JOURNAL OF COMPUTER SCIENCE, 2025,
  • [25] Feature fusion Vision Transformers using MLP-Mixer for enhanced deepfake detection
    Essa, Ehab
    NEUROCOMPUTING, 2024, 598
  • [26] Spectral-spatial multi-layer perceptron network for hyperspectral image land cover classification
    Tan, Xiong
    Xue, Zhixiang
    EUROPEAN JOURNAL OF REMOTE SENSING, 2022, 55 (01) : 409 - 419
  • [27] Deformable patch-based-multi-layer perceptron Mixer model for forest fire aerial image classification
    Mittal, Payal
    Sharma, Akashdeep
    Singh, Raman
    JOURNAL OF APPLIED REMOTE SENSING, 2023, 17 (02)
  • [28] Fractal graph convolutional network with MLP-mixer based multi-path feature fusion for classification of histopathological images
    Ding, Saisai
    Gao, Zhiyang
    Wang, Jun
    Lu, Minhua
    Shi, Jun
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 212
  • [29] TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
    Ekambaram, Vijay
    Jati, Arindam
    Nguyen, Nam
    Sinthong, Phanwadee
    Kalagnanam, Jayant
    PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023, 2023, : 459 - 469
  • [30] TabMixer: advancing tabular data analysis with an enhanced MLP-mixer approach
    Eslamian, Ali
    Cheng, Qiang
    PATTERN ANALYSIS AND APPLICATIONS, 2025, 28 (02)