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Cimy-wang/README.md

Hello! πŸ‘‹


GIF

I'm Cimy Wang

  • ⭐️ An Information Processing Ph. D Student & Major in Multi-modal Data Processing.
  • 🌱 Currently studying in Sun Yat-sen University, China.
  • πŸ’¬ Ask me about Matlab, Python and my projects on jinping_wang@foxmail.com, wangjp29@mail2.sysu.edu.cn

πŸ›  Open Source

  1. AM3Net_Multimodal_Data_Fusion [IEEE TCSVT'2022] Relased
    • Proposing multimodal data fusion methods pay more attention to the specificity of HSI spectral channels and the complementarity of HSI and LiDAR spatial information and consider more feature transmission processes among different modalities collaboratively.
  2. ASPCNet_HSIC [Neurocomuting'2022] Relased
    • This paper proposes an adaptive spatial pattern capsule network (ASPCNet) architecture by developing an adaptive spatial pattern (ASP) unit, that can rotate the sampling location of convolutional kernels on the basis of an enlarged receptive field. And it could adaptively changed according to the inconsistent semantic information of HSIs.
  3. KNNRS-HSIC [IEEE JSTARS'2018]
    • To further explore the optimal representations of superpixels, the KNNRS method based on two k selection rules is proposed to find the most representative training and test samples.
  4. Cimy_PPtools
    • This is a Python toolbox that supports data preprocessing for tasks such as hyperspectral classification and fusion, as well as model saving and result visualization.

Languages

My most used language

Tools

Github IntellIJ Latex

😊

Pinned

  1. ASPCNet_HSIC ASPCNet_HSIC Public

    Code for J. Wang, X. Tan, J. Lai, and J. Li. ASPCNet: Deep adaptive spatial pattern capsule network for hyperspectral image classification. Neurocomputing. 2022(486). 47-60.

    Python 3 1

  2. AM3Net_Multimodal_Data_Fusion AM3Net_Multimodal_Data_Fusion Public

    Code for J. Wang, J. Li, Y. Shi, J. Lai and X. Tan, "AM3Net: Adaptive Mutual-learning-based Multimodal Data Fusion Network," in IEEE TCSVT, 2022. We conducted the experiments on the hyperspectral a…

    Python 30 3

  3. KNNRS-HSIC KNNRS-HSIC Public

    Code for KNN-based Representation of Superpixels for hyperspectral image classification

    MATLAB 6 2

  4. Cimy_PPtools Cimy_PPtools Public

    The python toolbox for HSI

    Python 1