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updated 5 months ago

inpoly mex file by Sebastien PARIS

Find points inside or on the border of a polygon (inpoly, points, inside)

test_inpoly

mexme_inpoly.m

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updated 8 months ago

dijsktra path finder by Sebastien PARIS

Mex implementation of the dijkstra algorithm (optimization, dijsktra, adjacency matrix)

test_dijkstra

mexme_dijkstra.m

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updated 1 year ago

Objects/Faces Detection Toolbox by Sebastien PARIS

Objects/Faces detection using Local Binary Patterns and Haar features (faces detection, boosting, haar)

Demo illustrating (Center-Symetric) MultiBlock Local Bina...

Demo illustrating Circular Histogram Local Binary Pattern...

Demo illustrating HAAR features

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updated almost 2 years ago

EM for HMM Multivariate Gaussian processes by Sebastien PARIS

A fast implementation of the EM Algorithm for HMM Multivariate Gaussian Mixture (statistics, probability, hmm)

mexme_em_ghmm.m

test_em_ghmm.m

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updated almost 2 years ago

EM_MVGM by Sebastien PARIS

Fast implementation of EM algorithm for multivariate gaussian mixture (statistics, probability, expectationmaximizati...)

mexme_em_mvgm.m

test_em_mvgm.m

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updated almost 2 years ago

Fast GMM and Fisher Vectors by Sebastien PARIS

Fast GMM (diagonal covariances only) with Kmeans initialization and Fisher Vectors (gmm, fisher vector, openmp)

test_yael_gmm

G=gen_gauss(sigma)

[GX,GY]=gen_dgauss(sigma)

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updated almost 2 years ago

Fast K-means clustering by Sebastien PARIS

Fast mex K-means clustering algorithm with possibility of K-mean++ initialization. (statistics, image processing, mathematics)

test_yael_kmeans

gene_mvgm(d , K , sig)

mexme_yael_kmeans(options)

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updated 2 years ago

Fast Linear binary SVM classifier by Sebastien PARIS

Fast implementation of Linear binary SVM via BLAS/OpenMP API (largescale svm, computer vision, supervised classifica...)

test_lsvm

basicroc.m

mexme_lsvm(options)

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updated 2 years ago

Particle filter for robot localization using WiFi measurements by Sebastien PARIS

Tracking a robot with particle filter by correcting odometric measurements with WiFi signal (wireless, particle filter, wifi)

Demo illustring WiFi propagation loss in indoor building

generate_trajectory.m

load_flp(filename)

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updated 2 years ago

2D Multiwall model by Sebastien PARIS

A fast implementation of the Multiwall model (wireless, indoor propagation, emperical parametric ...)

mexme_multiwall_model.m

test_multiwall_model.m

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updated 2 years ago

Particle Filter Color Tracker by Sebastien PARIS

Tracking an object in a video with a Color Particle Filter (tutorial, example, particle filter bhatt...)

mexme_pf_color_tracker.m

test_pf_colortracker.m

test_pf_colortracker2.m

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updated 2 years ago

Free Split and Merge Expectation Maximization for MultiVariate Gaussian Mixture by Sebastien PARIS

FSMEM can estimate MVGM parameters and number of conpounds via split/merge cluster moves (mathematics, optimization, signal processing)

test_fsmem_mvgm

gene_mvgm(d , K , sig)

init_mvgm(Z , K)

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updated 2 years ago

NDellipse by Sebastien PARIS

Returns coordinates of 2d ellipsoids (statistics, probability, 2dellipsoidnd slices)

mexme_ndellipse.m

test_ndellipse.m

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updated almost 3 years ago

Multiclass GentleAdaboosting by Sebastien PARIS

A fast Gentle Adaboost classifier with two kind of weaklearners (mathematics, statistics, optimization)

test_gentleboost_model

auroc(tp, fp)

basicroc.m

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updated almost 3 years ago

2D random paths generator integrating leg's contraints by Sebastien PARIS

Generates random 2D leg'paths from departure to arrival integrating leg's constraints (random paths, dynamic programming, legs contraints)

Example where V random paths are generated with 2 exclusi...

circulant.m

exclusion.m

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updated almost 3 years ago

Neural Network Classifiers by Sebastien PARIS

Mex implementation of 3 majors neural networks classifiers. (statistics, probability, grlvq)

test_NN

basicroc.m

ini_proto.m

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updated almost 3 years ago

Fast ND multidimensional gaussian mixture random generator by Sebastien PARIS

A fast generator of gaussian mixture samples (statistics, probability, mixture)

mexme_sample_mvgm.m

test_sample_mvgm.m

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updated 3 years ago

Fast Gaussian Transform mex implementation by Sebastien PARIS

Mex inplementation of the FGT transform (statistics, probability, fgt)

test_fgt

mexme_fgt.m

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updated 3 years ago

Scenes/Objects classification toolbox by Sebastien PARIS

Scenes recognition toolbox for vision systems (densesift, color histograms, pixels patches)

demo_denseCOLOR

demo_denseMBLBP

demo_denseMBLDP

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updated almost 4 years ago

SAT solver by CE & BK algorithms by Sebastien PARIS

Solve SAT problems with 2 stochastic solvers : CE & BK algorithms (statistics, probability, sat)

ce_satA.m

cemcmc_satA.m

readsatA(name)

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updated almost 4 years ago

TSP solver by CE & BK algorithms by Sebastien PARIS

Solve TSP problems with 2 stochastic solvers : CE & BK algorithms (statistics, probability, tsp)

ce_tsp.m

cemcmc_tsp.m

generation_TSP.m

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updated almost 4 years ago

Multi-Knapsack solver by Sebastien PARIS

Multi-Knapsack solver by two stochastic optimizer : CEM & BK algorithms (optimization, multiknapsack, crossentropy)

ce_knapsack.m

cemcmc_knapsack.m

cost_knapsack(X , p , W , c , alpha)

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updated 4 years ago

Multivariate Gaussian Mixture Model Optimization by Cross Entropy by Sebastien PARIS

Stochastic multi-extremum optimization. (optimization, cross entropy, gaussian)

ce_mvgm.m

sample_gaussian_mixture(mua , mub , mumin , mumax , ...

mexme_ce_gauss.m

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updated 4 years ago

Particle filter and PCRB for terrain-aided navigation by Sebastien PARIS

Demo for terrain-aided navigation by particle filter (parficle filter, pcrb, altimetry)

commande.m

dt_cap.m

generate_traj.m

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updated 4 years ago

Multitarget Bearing Only Tracking by Particle Filter by Sebastien PARIS

A demo illustrating Multitarget BO tracking by particle filter (mathematics, signal processing, statistics)

concatenate_Yclutter.m

delete_sources.m

mexme_mtbot.m

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updated 6 years ago

Cross Entropy TSP Solver by Sebastien PARIS

Solve TSP problem with a CE method. (optimization, cross entropy, tsp)

TSP_CE.m

distmat.m

generation_TSP.m

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updated 6 years ago

WiFi RSSI with NDIS protocole by Sebastien PARIS

List Wifi devices and retrieve RSSI values of the signal (wireless, wifi, rssi)

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updated 6 years ago

EM_UPM by Sebastien PARIS

Expectation-Maximization algorithme for univariate Poisson mixture (statistics, probability, expectationmaximizati...)

test_em_upm.m

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updated almost 7 years ago

RJ-MCMC algorithm for sinusoids parameter estimation by Sebastien PARIS

RJ-MCMC algorithm for sinusoids estimation (spectral analysis, mcmc, reverse jump)

birth_move(y , yt , x , tp_wk , D , DtD , M , MDt , ytPy ...

bsinu(w , x);

death_move(y , yt , x , tp_wk , D , DtD , M , MDt , ytPy ...

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updated almost 7 years ago

Wagner-Whitin Algorithm by Sebastien PARIS

Wagner-Whitin Algorithm (finance, modeling, analysis)

wargner_whitin.m

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updated almost 7 years ago

Number of sinusoids Estimator by Sebastien PARIS

Estimate the number of sinusoid in a signal. (spectral analysis, estimation, signal processing)

nbsinu.m

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updated almost 7 years ago

Quasi Montecarlo Halton sequence generator by Sebastien PARIS

A fast Halton sequence generator (statistics, probability, halton sequence)

test_halton.m

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updated almost 7 years ago

Parzen classifier by Sebastien PARIS

Mex implementation of a Parzen classifier (statistics, probability, parzen)

test_parzen.m

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updated almost 7 years ago

K-NN mex by Sebastien PARIS

Mex implementation of the KNN classifier (statistics, probability, knn)

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