Rank: 39 based on 1210 downloads (last 30 days) and 5 files submitted
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Omid Sakhi

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ESIEE/Paris-Est

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31 Dec 2013 Screenshot Face Detection System for MATLAB 2013a Face Detection using Gabor feature extraction and neural network Author: Omid Sakhi face detection, object detection, neural networks, image feature extract..., gabor feature extract..., gabor filters 154 1
  • 4.5
4.5 | 2 ratings
13 Feb 2013 Screenshot Face Recognition Software Face recognition software using Hidden Markov Models (HMM) and SVD features for education and study. Author: Omid Sakhi face recognition soft..., face recognition code, svm, hmm, realtime, svd 175 9
  • 4.66667
4.7 | 3 ratings
06 Jan 2011 Screenshot Face Detection using Support Vector Machine (SVM) Face Detection using Gabor feature extraction and support vector machines (SVMs) Author: Omid Sakhi face detection, support vector machin..., svm, face detection svm, image processing, gabor wavelets 252 13
  • 5.0
5.0 | 7 ratings
27 Dec 2010 Screenshot Image and Terrain Modeling using Incremental Delaunay Triangulation This program model image/digital elevation data using incremental Delaunay triangulations. Author: Omid Sakhi image, terrain, modeling, approximation, delaunay, triangulation 15 2
  • 3.0
3.0 | 2 ratings
26 Dec 2010 Screenshot Face Detection System Face Detection using Gabor feature extraction and neural network Author: Omid Sakhi application, face detection, neural networks, feature extraction, gabor filters, image processing 614 114
  • 4.30851
4.3 | 96 ratings
Comments and Ratings by Omid Sakhi View all
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20 Jul 2012 Face Recognition Software Face recognition software using Hidden Markov Models (HMM) and SVD features for education and study. Author: Omid Sakhi

Hey Nicola. The reason is that we have many labels that can be used in each state. When you decrease the number of training images per person from 5 to 1, the HMM model does not have enough sequence/data to work with. The transition and emission probabilities become dangerously sparse with lots of zeros (or do not change much from the initial probabilities). That is why the recognition accuracy declines.

06 Apr 2011 Face Detection using Support Vector Machine (SVM) Face Detection using Gabor feature extraction and support vector machines (SVMs) Author: Omid Sakhi

Hey Steve! Thank you for your comment. Unfortunately svmclassify and svmtrain functions are part of the Bioinformatic toolbox. So if you do not have that toolbox, there is no way to run this program. Sorry ...

07 Jan 2011 Neural Networks: A Comprehensive Foundation, 2e book Companion Software Companion Software for Neural Networks: A Comprehensive Foundation, 2e book Author: Simon Haykin

05 Dec 2010 Face Detection System Face Detection using Gabor feature extraction and neural network Author: Omid Sakhi

Thank you for all your comments and questions. One of the most question that I get all the time is the bugs. This program only works with MATLAB version 7.1 and later. Also you need to have image processing and neural network toolbox installed.

Also recently I have heard that there is also a program with MATLAB x64. Please inform me if the program works on x64 or not. Thank you.

Omid
http://www.facedetectioncode.com

13 Dec 2009 Face Detection System Face Detection using Gabor feature extraction and neural network Author: Omid Sakhi

Comments and Ratings on Omid Sakhi's Files View all
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06 Dec 2014 Face Detection System Face Detection using Gabor feature extraction and neural network Author: Omid Sakhi Adilmar

Very good congratulations, as I change the hidden layers, wanted to increase

20 Oct 2014 Face Detection System Face Detection using Gabor feature extraction and neural network Author: Omid Sakhi KALYAN KUMAR

Can any one send the source code for face detection system that works well in matlab 2013

06 Aug 2014 Face Detection System Face Detection using Gabor feature extraction and neural network Author: Omid Sakhi banupriya saravanan

30 Jun 2014 Face Detection System for MATLAB 2013a Face Detection using Gabor feature extraction and neural network Author: Omid Sakhi ihtisham

30 Jun 2014 Face Detection System for MATLAB 2013a Face Detection using Gabor feature extraction and neural network Author: Omid Sakhi ihtisham

The code gives an error when converting cell2mat (can not support cellarray with in cellarray) when executing the line
"P{1,:} = cell2mat(IMGDB(3,:));" in train_net.
tried with reshape but in vain

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