GitWR

Depth_Map_Upsampling_TOF

This is a matlab implementation of J.Park's work "High Quality Depth Map Upsampling for 3D-TOF Cameras" . We test our implementation with a TOF-Simulated.mat file, and our results is close to the original authors.

SymNet

This is a matlab implementation of our article, named "SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Image Set Classification", recently accepted by IEEE Transactions on Neural Networks and Learning Systems (TNNLS).

Depth-Map-Upsampling

This is a matlab implementation of J.Park's work "High Quality Depth Map Upsampling for 3D-TOF Cameras" . We test our implementation with a TOF-Simulated.mat file, and our results is close to the original authors.

DreamNet

This is a matlab implementation of our article, titled "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning", which has recently been accepted by the 16th Asian Conference on Computer Vision (ACCV2022).

MRMML-v1.0

A Matlab implementation of our previously published work in IEEE Trans. Big Data (TBD)

MMML

MMML-ICPR‘18

SMDML

Compute-Precision-Recall-F1Score

SPDNet

This is an unofficial PyTorch implementation for paper "A Riemannian Network for SPD Matrix Learning", AAAI 2017

U-SPDNet

This work has been accepted by Neural Networks.

Depth-Completion

This is an matlab implementation of CVPR'18's work of depth map completion

CDL-loggabor

combine loggabor filter and cdl to improve the accuracy of image-set calssification

GDLNet

iCovDs

Paper accepted by ICCV Workshop (ICCVW) 2019. \\ Title : More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework based Kernel Matrix Representation.

LDA_function

a function of lda that one can use to do calssification of update this function

TDL

An algorithm of manifold dimensional reduction with discrimiant learning on Grassmann manifold

AlexNet_Myself_implementation

Try to construct the AlexNet and run it on my dataset of YTC

beginner_deeplearning

some examples of how to build up simple deeplearning architecture

DATASET

Depth_Completion

lda_python_sklearn

Using sklearn and python to impelement lda algorithm

MyCDL

The improvement of CDL.

python-I-O

short introduction of python I/O operation

R2R

Response to the submission (#1741) of KDD2024

Simple_mnist_CNN

A simple program of CNN model on mnist dataset

Simple_PCA_LDA_python

Using python to impelement PCA and LDA algorithm and trying to do simple classification problem

SMTNet

SubmissionID_1741_Response

Response to the submission (#1741)

Test