GitWR/Depth-Completion

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MATLAB
Created over 5 years ago
Updated over 5 years ago

GitWR/Depth-Completion

GitWR

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

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

SMDML

Compute-Precision-Recall-F1Score

U-SPDNet

This work has been accepted by Neural Networks.

CDL-loggabor

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

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