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clbp

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The Repository has the accumulation of the work done during the summer internship 2021 at Central Electronics Engineering Research Institute. The Research Internship was guided by scientist Dr. Suriya Prakash J at CSIR - CEERI, Chennai. The work comprise of Machine Learning and Deep Learning Techniques for texture classification.

  • Updated Jul 30, 2021
  • Jupyter Notebook

计算机视觉综合实验:在 Brodatz16(16 类纹理×10 旋转角度)上实现 LBP 及变体(u2/ri/riu2)与完整 CLBP(符号S+幅值M+中心C)三路编码,结合多分辨率(8,1)+(16,2)+(16,3)串联、类原型平均分类与卡方距离,按角度十折协议取得 99.46% 准确率(基线 66.88%,+32.58pp)。MATLAB 实现,含 10 配置消融与 21 页 LaTeX 设计报告。

  • Updated Jul 9, 2026
  • MATLAB

The Repository has the accumulation of the work done during the summer internship 2021 at Central Electronics Engineering Research Institute. The Research Internship was guided by scientist Dr. Suriya Prakash J at CSIR - CEERI, Chennai. The work comprise of Machine Learning and Deep Learning Techniques for texture classification.

  • Updated Jul 31, 2021
  • Jupyter Notebook

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