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sparse-reconstruction

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ShoupingShan /Hyperspectral-image-target-detection-based-on-sparse-representation

Hyperspectral image Target Detection based on Sparse Representation

svm roc-curve hyperspectral-image-classification omp sparse-reconstruction target-pixel

UpdatedSep 3, 2018
MATLAB

VITA-Group /ALISTA

[ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Yin.

machine-learning deep-learning lista sparse-coding sparse-reconstruction compressive-sensing

UpdatedDec 31, 2021
Python

NeuroFan /Compressive_Sensing_C_and_MATLAB

C and MATLAB implementation of CS recovery algorithm, i.e. Orthogonal Matching Pursuit, Approximate Message Passing, Iterative Hard Thresholding Algorithms

compressed-sensing amp sparse decomposition factorization sparse-coding omp matching-pursuit sparse-reconstruction compressive-sensing iht compressive

UpdatedSep 2, 2022
C

qkrdmsghk /TextSSL

[AAAI 2022] Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification

natural-language-processing graph text-classification document-classification sparse-reconstruction graph-neural-networks inductive-learning aaai2022

UpdatedNov 25, 2024
Python

prstrive /SuRF

[ECCV 2024] Surface-Centric Modeling for High-Fidelity Generalizable Neural Surface Reconstruction

surface-reconstruction surface nerf sparse-reconstruction neural-surfaces

UpdatedSep 22, 2024
Python

mntabassm /SAEN-LARS

Sequential adaptive elastic net (SAEN) approach, complex-valued LARS solver for weighted Lasso/elastic-net problems, and sparsity (or model) order detection with an application to single-snapshot source localization.

adaptive-learning sparse-regression matlab-toolbox regularized-linear-regression elastic-net sparse-reconstruction lasso-regression source-localization acoustic-model regularization-paths direction-of-arrival sparse-regularization compressed-beamforming complex-valued-data solution-path

UpdatedMar 5, 2020
MATLAB

hanjiepan /FRI_pkg

Unified algorithmic framework for reconstructing signals with finite rate of innovation

sparse-reconstruction finite-rate-of-innovation non-uniform-sampling

UpdatedDec 8, 2022
Python

feeds /na-alista

Improving ALISTA with neural augmentation

compressed-sensing sparse-reconstruction learned-ista unrolled-algorithms

UpdatedMar 25, 2021
Jupyter Notebook

SebastianSemper /camiba

Compressed Sensing and Sparse Recovery Algorithms and more!

framework compressed-sensing sparse-reconstruction sparse-representations sub-nyquist

UpdatedMar 24, 2021
Python

Lecanyu /Sparse3d

[SPM2018] Sparse3D: A new global model for matching sparse RGB-D dataset with small inter-frame overlap

computer-vision slam 3d-reconstruction sparse-reconstruction

UpdatedAug 13, 2018
C++

ahmedaq /Orthogonal-Clustering

A Bayesian method which utilises the rich structure embedded in the sensing matrix for fast sparse signal recovery

signal-processing matlab bayesian-methods sparse-data sparse-reconstruction statistical-signal-processing sparse-reconstruction-algorithms

UpdatedApr 25, 2018
MATLAB

3d-pollen-reconstruction /sequoia

🍁 Monorepo for the Sequoia Bachelor Thesis

bachelor-thesis pollen 3d-reconstruction sparse-reconstruction

UpdatedAug 14, 2025
Jupyter Notebook

shree-ranga /GIMP

Gini Index based sparse signal recovery algorithm

compressed-sensing signal-processing sparse-reconstruction gini-index

UpdatedJun 27, 2017

gulshan-mittal /Mobile-Robotics

Camera Calibration, 2-view sparse reconstruction, Multi View Traingulation

computer-vision camera-calibration matlab sparse-reconstruction traingulation

UpdatedMar 31, 2019
MATLAB

isucsp /imgRecSrc

gpu matlab x-ray-ct computed-tomography beamhardening sparse-reconstruction nonnegativity-constraints

UpdatedJan 25, 2018
MATLAB

oykuyildirim /3DVision

3D Reconstruction with using VisualSFM (for sparse and Dense Reconstruction) and MeshLab (for poisson surface Reconstruction)

visual 3d 3d-reconstruction meshlab 3d-graphics 3d-models sparse-reconstruction visualsfm dense-reconstruction poisson-reconstruction

UpdatedOct 30, 2019

AnoushkaVyas /Adaptive-Least-Mean-Squares-Estimation-of-Graph-Signals

Adaptive techniques to estimate graph signals

machine-learning graph-algorithms signal-processing sparse-reconstruction

UpdatedNov 27, 2020
MATLAB

AvivNavon /MrRCE

Official implementation of Capturing Between-Tasks Covariance and Similarities Using Multivariate Linear Mixed Models [EJS 2020]

machine-learning linear-mixed-models sparse-reconstruction covariance-estimation covariance-selection

UpdatedOct 21, 2020
Jupyter Notebook

andreihar /3d-reconstruction

Sparse and Dense 3D Reconstruction

matlab 3d-reconstruction pose-estimation depth-estimation sparse-reconstruction dense-reconstruction

UpdatedAug 29, 2024
MATLAB

hanjiepan /LEAP

Python implementation for LEAP: Looking beyond pixels with continuous-space EstimAtion of Point sources

radioastronomy sparse-reconstruction finite-rate-of-innovation interferometry

UpdatedDec 10, 2017
Python

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