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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(last 30 days)
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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
statistics, probability, optimization, mathematics, multivariate gaussian mixture
Files Tagged by Sebastien View all
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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