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Boyu, Lai's Projects

coursera-algorithmic-toolbox icon coursera-algorithmic-toolbox

This repository contains all the solutions for the assignments of the course - Algorithmic Toolbox offered on Coursera.

image_processing_programs icon image_processing_programs

Basic image processing program includes various functions such as Histogram Equalization, A user-defined Thresholding, Sobel Edge Detection, etc.

neuronal-cell-classification icon neuronal-cell-classification

為了將影像中的神經元細胞進行分類，將死細胞以及活細胞個別分離出來，首先利用自適應閥值的方式將影像的背景提取出來，接著進行形態學影像處理，將細胞內部空洞部分填補起來，最後計算各個區域像素的總數來辨別細胞種類。

pca_matalb icon pca_matalb

Using matlab to implement the algorithm of Principal components analysis(PCA).

structured-light-fringe-inpainting icon structured-light-fringe-inpainting

Use image inpainting technology based on deep learning to develop a structured light improvement system to improve the problem of the disappearance of encoded information in defect images.

unet_tf_keras icon unet_tf_keras

including the implementation of the architecture of UNet and UNetPlusPlus. the basic program package using Keras and Tensorflow.

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