facial expression classification based on multi artificial neural network

... final classification conclusion. Our model links many Neural Networks together, so we call it Multi Artificial Neural Network (MANN). We apply our proposal model for 6 basic facial expressions on ... Facial Expression Classification Based on Multi Artificial Neural Network Thai Hoang Le 1 , Hai Son Tran 2 1 Department of Computer Science, ... call it...

Ngày tải lên: 28/04/2014, 10:06

... International Journal of Computer Science Issues, Vol. 8, Issue 3, May 2011 ISSN (Online): 1694-0814 www.IJCSI.org 1 Facial Expression Classification Based on Multi Artificial Neural Network ... in the Ωi class based on a Sub Neural Network, P(Ωi | X) is the Classification Decision Facial Image Column -based 2D-PCA Row -based 2D-PCA Diagonal -based...

Ngày tải lên: 28/04/2014, 10:06

... Classification Accuracy than Rapid Facial Expression Classification Using Artificial Neural Networks [10] and Facial Expression Classification Using Multi Artificial Neural Network [11] (only ... Accuracy % Rapid Facial Expression Classification Using Artificial Neural Networks [10] 73.3% Facial Expression Classification Using Multi Art...

Ngày tải lên: 28/04/2014, 10:06

... rate of classification. Keywords - facial expression classification, pseudo Zernike moment invariant, RBF neural network. I. INTRODUCTION Facial expressions deliver rich information about ... the pure expression image; section 3 presents the pseudo Zernike feature extraction and our feature vector creation; section 4 discusses the classification based on RBF network...

Ngày tải lên: 28/04/2014, 10:17

Ngày tải lên: 24/04/2014, 12:35

... other classes. Besides distributional data, our method integrates this semantic information: the classification decision is a function of both (1) the distributional similarity of the new word ... Word classification based on combined measures of distributional and semantic similarity Viktor Pekar Bashkir State University, 450000 ... h) T is directly proportional to the length betwee...

Ngày tải lên: 08/03/2014, 21:20

... improved the Classification Accuracy than Rapid Facial Expression Classification Using Artificial Neural Networks [10] and Facial Expression Classification Using Multi Artificial Neural Network ... Classification Accuracy % Rapid Facial Expression Classification Using Artificial Neural Networks [10] 73.3% Facial Expression Classification Using...

Ngày tải lên: 28/04/2014, 10:06

... WORDS: Constant rate of strain consolidation (CRSC); incremental loading consolidation (ILC); preconsolidation pressure; strain rate; artificial neural networks (ANN). INTRODUCTION Recently, ... nonlinear theory based on assuming a constant coefficient of consolidation leading to a generalized, nonlinear equation for strain distribution through the specimen. By assuming...

Ngày tải lên: 22/03/2013, 15:01

... Kohonen Feature Map Probabilistic Associative Memory based on Weights Distribution (IKFMPAM-WD). This model is based on the con‐ ventional Kohonen Feature Map Probabilistic Associative Memory based ... 978-953-51-0935-8 5. Conclusions In this paper, we have proposed the Improved Kohonen Feature Map Probabilistic Associa‐ tive Memory based on Weights Distribution. This model is...

Ngày tải lên: 15/03/2014, 23:20

... algorithm based on the user’s personal social network. An el- ement of the subvector is 1 if the user belongs to the corresponding cluster and 0 otherwise; each user can be- long to only one cluster. ... pair- wise email interactions among the contacts. We constructed a PSN for two reasons: • We do not want our method to rely on the unrealistic assumption that multiuser private...

Ngày tải lên: 22/03/2014, 22:26