TANG16's repositories

PCA_denoising

The PCA denoising matlab algorithm used in the publication "Principal component analysis for fast and model-free denoising of multi b-value diffusion-weighted MR images" by Oliver J Gurney-Champion et al. in physics in medicine and biology in 2019.

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CDDL

《Zero-Shot Image Classification via Coupled Discriminative Dictionary Learning》LSMS-ICSEE2017

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Data-Mining-2

All data mining practice with Matlab

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dimensionality_reduction

In this project, Principal Component Analysis (PCA) is applied to face images to perform dimensionality reduction. The output is low dimensional facial representation of the input image. We will be using a dataset that consists of face images, each a 32x32 grayscale image. This dataset is based on a cropped version of the "labeled faces in the wild" dataset. This project is implemented as part of the machine learning course from Coursera, while I was learning the Principal Component Analysis chapter.

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yixun

亿寻

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Face-Recognition-with-SVD-1

It is the project of Scientific Computation Course, May 2019.

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PRMLT

Matlab code for machine learning algorithms in book PRML

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MV-LEAP

Multi-View LEArning-based data Proliferator (MV-LEAP) for boosting classification using highly imbalanced classes.

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Support-Vector-Data-Description-SVDD

MATLAB Code for abnormal detection or fault detection using Support Vector Data Description (SVDD).

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Denoising-Images-with-PCA-Random-Matrix-Theory

Matrix Methods in Machine Learning using MATLAB

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j2ee_project_100

基于jsp+spring+mybatis的ssm简单院校教师工资管理系统。适合课程设计,毕业设计参考。使用了eclipse编译器

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Kernel-Principal-Component-Analysis-KPCA

KPCA for dimensionality reduction, feature extraction , fault detection, and fault diagnosis

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label-consistent-transform-learning

Label consistent transform learning for pattern classification

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MMI

Codes for Multimodel mutual information

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tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

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Label-Embedded-Dictionary-Learning

A class shared dictionary learning method for image classification

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Data-Science-Notes

数据科学的笔记以及资料搜集

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Matlab-GAN

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

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EckovationMatlabProject

This is an internship project for Matlab Eckovation course to build a Homogenous Image Dataset and performing Facial Identification in Matlab

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DnCNN

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

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LDLSF

The implementation of "Label Distribution Learning with Label-Specific Features".

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LDL

Pytorch implementation of "Joint Acne Image Grading and Counting via Label Distribution Learning"

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Comparison-of-Generative-RNN-based-Models

Comparison of the RNN based Generative Models

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age-gender-estimation

Keras implementation of a CNN network for age and gender estimation

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MatlabFunc

Matlab codes for feature learning

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