STAC-USC

All

24 repositories

Color_Guided_Flying_Pixel_Correction_in_Depth_Images
Public
MATLAB
•
MIT License
•0•0•0•0•Updated Nov 16, 2024Nov 16, 2024
3D_point_cloud_sampling
Public
Fast 3D point cloud attribute sampling
MATLAB
•
GNU General Public License v3.0
•0•1•0•0•Updated Oct 19, 2024Oct 19, 2024
EEG_NNK_Graph_Construction
Public
MATLAB
•0•0•0•0•Updated Oct 2, 2024Oct 2, 2024
NNK-Means-OOD
Public
Python
•0•0•0•0•Updated Jul 16, 2024Jul 16, 2024
NRSVR-PCQA
Public
No-reference point cloud quality assessment using support vector regression
MATLAB
•
MIT License
•1•1•0•0•Updated Mar 14, 2024Mar 14, 2024
FRSVR-PCQA
Public
Full-reference point cloud quality assessment using support vector regression
MATLAB
•
MIT License
•2•3•0•0•Updated Feb 14, 2024Feb 14, 2024
Graph-signal-sampling-AVM
Public
Graph signal sampling using the AVM algorithm
MATLAB
•
GNU General Public License v3.0
•2•8•0•0•Updated Apr 4, 2023Apr 4, 2023
graph_filterbank_folding
Public
Two channel filter banks on arbitrary graphs using the spectral folding property
MATLAB
•
GNU General Public License v2.0
•0•1•0•0•Updated Mar 26, 2023Mar 26, 2023
DeepNNK_polytope_interpolation
Public
Non parametric, polytope interpolation framework for use with deep learning models
deep-learning nearest-neighbor polytope interpolation-methods explainable-ai
Python
•
MIT License
•1•1•0•0•Updated Feb 3, 2023Feb 3, 2023
RA-GFT
Public
region adaptive graph fourier transform for 3d point clouds
MATLAB
•
GNU General Public License v2.0
•5•17•0•0•Updated Dec 8, 2022Dec 8, 2022
PyNNK_graph_construction
Public
Graph construction using Non Negative Kernel regression
knn-graphs graph-learning graph-construction epsilon-graphs
Python
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MIT License
•3•9•1•0•Updated Aug 31, 2022Aug 31, 2022
NNK_Means
Public
NNK-Means: Dictionary learning using Non-Negatigve Kernel Regression
MATLAB
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MIT License
•0•1•0•0•Updated Mar 22, 2022Mar 22, 2022
NNK_graph_construction
Public
Graph construction from data using Non Negative Kernel Regression
semi-supervised-learning knn-graphs graph-learning graph-construction
MATLAB
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MIT License
•0•3•0•0•Updated Nov 8, 2021Nov 8, 2021
CW-DeepNNK_Early_Stopping
Public
Channel-wise early stopping method that does not require a validation set based on a task performance metric
Python
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MIT License
•2•1•0•0•Updated Oct 25, 2021Oct 25, 2021
GraSP
Public
GraSP: a Graph Signal Processing toolbox for Matlab
MATLAB
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Other
•19•4•0•0•Updated Jun 7, 2020Jun 7, 2020
graph_learning_CombLap
Public
C
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GNU General Public License v2.0
•0•0•0•0•Updated May 27, 2020May 27, 2020
NNK_Image_graph
Public
Graph construction for images representation
image-processing graph-signal-processing graph-construction image-representation
MATLAB
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MIT License
•2•8•0•0•Updated Feb 18, 2020Feb 18, 2020
Multi-resolution_spectral_graph_matching
Public
Multiresolution spectral point cloud matching
MATLAB
•1•0•0•0•Updated Jan 29, 2020Jan 29, 2020
Graph_Learning
Public
Graph Learning from Data
MATLAB
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GNU General Public License v2.0
•19•34•0•0•Updated Nov 5, 2019Nov 5, 2019
Active_SSL_with_Sampling_Theory
Public
MATLAB
•5•1•0•0•Updated Sep 20, 2019Sep 20, 2019
GraphStructures
Public
Repository to store and share graph structures for GraSP
GNU General Public License v2.0
•0•1•0•0•Updated Feb 26, 2019Feb 26, 2019
graph_learning_properties
Public
MATLAB
•4•3•0•0•Updated Jan 15, 2019Jan 15, 2019
Disc-GLasso
Public
Discriminative Graph Learning with Sparsity Regularization
MATLAB
•2•5•0•0•Updated Jun 10, 2017Jun 10, 2017
symmetric_grid
Public
MATLAB
•1•0•0•0•Updated Jan 26, 2017Jan 26, 2017