Rank: 16 based on 1408 downloads (last 30 days) and 34 files submitted
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Sebastien PARIS

E-mail
Company/University
LSIS/DYNI, Aix-Marseille University (AMU), UMR CNRS 7296

Personal Profile:
Professional Interests:
Statistics, Optimization, Computer Vision, Machine Learning, Signal Processing, Target Tracking

 

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Files Posted by Sebastien View all
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27 Nov 2012 Screenshot EM for HMM Multivariate Gaussian processes A fast implementation of the EM Algorithm for HMM Multivariate Gaussian Mixture Author: Sebastien PARIS probability, forwardbackward, multivariate gaussian..., em, hmm, statistics 47 10
  • 5.0
5.0 | 3 ratings
27 Nov 2012 Screenshot EM_MVGM Fast implementation of EM algorithm for multivariate gaussian mixture Author: Sebastien PARIS statistics, probability, expectationmaximizati..., multivariate gaussian... 16 7
09 Nov 2012 Screenshot Fast GMM and Fisher Vectors Fast GMM (diagonal covariances only) with Kmeans initialization and Fisher Vectors Author: Sebastien PARIS gmm, fisher vector, openmp, blas, statistics 34 3
  • 3.0
3.0 | 1 rating
09 Nov 2012 Screenshot Fast K-means clustering Fast mex K-means clustering algorithm with possibility of K-mean++ initialization. Author: Sebastien PARIS statistics, image processing, mathematics 93 8
27 Sep 2012 Screenshot Fast Linear binary SVM classifier Fast implementation of Linear binary SVM via BLAS/OpenMP API Author: Sebastien PARIS largescale svm, computer vision, supervised classifica... 64 1
  • 5.0
5.0 | 1 rating
Comments and Ratings by Sebastien View all
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17 Apr 2013 Fast GMM and Fisher Vectors Fast GMM (diagonal covariances only) with Kmeans initialization and Fisher Vectors Author: Sebastien PARIS

I forgot to mention that it's better to use the ICC compiler from Intel composer instead of MSVC for some linkage problems and/or crash. It's not my fault. Please download the excellent package to setup your intel compiler at :

http://www.mathworks.fr/matlabcentral/fileexchange/38980-mex-setup-for-windows-x64-intel-c-compiler-13-xe
05 Apr 2013 Fast GMM and Fisher Vectors Fast GMM (diagonal covariances only) with Kmeans initialization and Fisher Vectors Author: Sebastien PARIS

Shen,

For windows plateform, I observed some crashs when using the inshipped BLAS/LACPACK lib. Please download the intel MKL and you shoud mex functions as:

mex -v -DOMP -DBLAS yael_gmm.c "C:\Program Files (x86)\Intel\Composer XE 2013\mkl\lib\intel64\mkl_core.lib" "C:\Program Files (x86)\Intel\Composer XE 2013\mkl\lib\intel64\mkl_intel_lp64.lib" "C:\Program Files (x86)\Intel\Composer XE 2013\mkl\lib\intel64\mkl_intel_thread.lib" -largeArrayDims

Hope will help you.

P.S The main problems occurs usually during linkage and I can't check all configuration systems ..
18 Mar 2013 Particle Filter Color Tracker Tracking an object in a video with a Color Particle Filter Author: Sebastien PARIS

K Nummiaro, E Koller-Meier, L Van Gool, An adaptive color-based particle filter, Image and Vision Computing, 2003 - Elsevier

for example
14 Mar 2013 Objects/Faces Detection Toolbox Objects/Faces detection using Local Binary Patterns and Haar features Author: Sebastien PARIS

Neo,

I will have a look to your problem...
Can u send me your exact parameters variable ?
26 Dec 2012 Fast K-means clustering Fast mex K-means clustering algorithm with possibility of K-mean++ initialization. Author: Sebastien PARIS

Sepehr,
Can you indicate what is your OS, CPU and compiler used ? Did you recompile mex-files also ?
Comments and Ratings on Sebastien's Files View all
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17 Apr 2013 Fast GMM and Fisher Vectors Fast GMM (diagonal covariances only) with Kmeans initialization and Fisher Vectors Author: Sebastien PARIS PARIS, Sebastien

I forgot to mention that it's better to use the ICC compiler from Intel composer instead of MSVC for some linkage problems and/or crash. It's not my fault. Please download the excellent package to setup your intel compiler at :

http://www.mathworks.fr/matlabcentral/fileexchange/38980-mex-setup-for-windows-x64-intel-c-compiler-13-xe
12 Apr 2013 Particle Filter Color Tracker Tracking an object in a video with a Color Particle Filter Author: Sebastien PARIS balaji

thanku sir..

05 Apr 2013 Fast GMM and Fisher Vectors Fast GMM (diagonal covariances only) with Kmeans initialization and Fisher Vectors Author: Sebastien PARIS PARIS, Sebastien

Shen,

For windows plateform, I observed some crashs when using the inshipped BLAS/LACPACK lib. Please download the intel MKL and you shoud mex functions as:

mex -v -DOMP -DBLAS yael_gmm.c "C:\Program Files (x86)\Intel\Composer XE 2013\mkl\lib\intel64\mkl_core.lib" "C:\Program Files (x86)\Intel\Composer XE 2013\mkl\lib\intel64\mkl_intel_lp64.lib" "C:\Program Files (x86)\Intel\Composer XE 2013\mkl\lib\intel64\mkl_intel_thread.lib" -largeArrayDims

Hope will help you.

P.S The main problems occurs usually during linkage and I can't check all configuration systems ..
05 Apr 2013 Fast GMM and Fisher Vectors Fast GMM (diagonal covariances only) with Kmeans initialization and Fisher Vectors Author: Sebastien PARIS shen, jefferson

It's a excellent open source code, but it crashed on my platform when calling the yael_gmm() function. my platform is windows 7, matlab 2010b, compiler is Microsoft Visual C++ 2010. Thank you very much
28 Mar 2013 Objects/Faces Detection Toolbox Objects/Faces detection using Local Binary Patterns and Haar features Author: Sebastien PARIS Tanushri

Hello,
When I try to run the demo_haar as well as demo_mblbp.m files, it says:

Error using load
Unable to read file model_detector_mblbp_24x24_4: No such file or directory.
similarly is the case for model_detector_haar_24x24.

Kindly help in this regard
Top Tags Applied by Sebastien
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statistics, probability, optimization, mathematics, multivariate gaussian mixture
Files Tagged by Sebastien View all
  • 1 - 5 of
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Updated   File Tags Downloads
(last 30 days) 		Comments Rating
27 Nov 2012 Screenshot EM for HMM Multivariate Gaussian processes A fast implementation of the EM Algorithm for HMM Multivariate Gaussian Mixture Author: Sebastien PARIS probability, forwardbackward, multivariate gaussian..., em, hmm, statistics 47 10
  • 5.0
5.0 | 3 ratings
27 Nov 2012 Screenshot EM_MVGM Fast implementation of EM algorithm for multivariate gaussian mixture Author: Sebastien PARIS statistics, probability, expectationmaximizati..., multivariate gaussian... 16 7
09 Nov 2012 Screenshot Fast GMM and Fisher Vectors Fast GMM (diagonal covariances only) with Kmeans initialization and Fisher Vectors Author: Sebastien PARIS gmm, fisher vector, openmp, blas, statistics 34 3
  • 3.0
3.0 | 1 rating
09 Nov 2012 Screenshot Fast K-means clustering Fast mex K-means clustering algorithm with possibility of K-mean++ initialization. Author: Sebastien PARIS statistics, image processing, mathematics 93 8
27 Sep 2012 Screenshot Fast Linear binary SVM classifier Fast implementation of Linear binary SVM via BLAS/OpenMP API Author: Sebastien PARIS largescale svm, computer vision, supervised classifica... 64 1
  • 5.0
5.0 | 1 rating

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