... Facial Expression Classification Method Based on Pseudo-Zernike Moment and
Radial Basis Function Network
Tran Binh Long
1
, Le Hoang Thai
2
, Tran Hanh
1
1 ... section 4
discusses the classification based on RBF network, section 5
presents the experiments on the JAFFE facial expression
database, and section 6 mentions our conclusions.
Fig.2. Exa...
... 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
DiaPCA
Block -based
2D-PCA
Feature ... 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
M...
... class based on the calculation parameters. This is a wrong result classification.
One other approach is popular at present is to use Artificial Neural Network for the
pattern classification. ...
Table ). Facial Expression Precision
Comparison SNN1 SNN2 SNN3 SNN4 Average MANN
Precision 71% 73% 76% 56% 80% 83%
Fig 9. All Features Extraction [7]
Fig 10. Facial Exp...
...
in head position. For example, the candidate terms
(NATIONAL NETWORK, REGIONAL NETWORK, DIS-
PATCHING NETWORK) give the context (NATIONAL,
REGIONAL, DISPATCHING) for the noun NETWORK.
If we ... the term RE-
GIONAL
NETWORK PLANNING),
and expansion (e.g.
REGIONAL in
the
term REGIONAL NETWORK) 1
This analysis allows the organisation of all the
candidate terms in a network f...
... various methods, such as the method based on
word frequency (Luhn, 1958; Nenkova and Van-
derwende, 2005), and the method based on a graph
(Radev, 2004; Wan and Yang, 2006). Moreover,
several methods ... appli-
cation of our method, we apply it to a query-biased
document summarization (Tombros and Sanderson,
1
For the definition of an Event, see Section 3.
1998; Okumura a...
... Neural Network (ANN), Canny,
Facial Expression Classification, Principal Component Analysis
(PCA).
I. I
NTRODUCTION
Facial Expression Classification is an interesting
classification problem. ...
This method (Canny_PCA_ANN) improved the
Classification Accuracy than
Rapid Facial Expression
Classification Using Artificial Neural Networks [10] and
Facial Expres...
... Neural Network (ANN), Canny,
Facial Expression Classification, Principal Component Analysis
(PCA).
I. INTRODUCTION
Facial Expression Classification is an interesting
classification problem. ...
This method (Canny_PCA_ANN) improved the
Classification Accuracy than Rapid Facial Expression
Classification Using Artificial Neural Networks [10] and
Facial Expressi...
... organization module classifies term
descriptions based on domains, for which we use do-
main and description models. In Section 3, we elabo-
rate on our organization model.
2
<DT> and <DD> ... question and four possible
answers correspond to query and document collection,
respectively. We used a probabilistic method (Robert-
son and Walker, 1994), which is one of...
... transmembrane topology of presenilin based
on reconciling experimental and computational evidence
Anna Henricson, Lukas Ka
¨
ll and Erik L. L. Sonnhammer
Center for Genomics and Bioinformatics, Karolinska ... used compu-
tational prediction methods to analyze PS topology,
and have combined these results with previous data
from low-resolution experiments and functional data
on...
... AN EMPIRICAL STUDY ON THEMATIC KNOWLEDGE ACQUISITION
BASED ON SYNTACTIC CLUES AND HEURISTICS
Rey-Long Liu* and Von-Wun Soo**
Department of Computer Science
National Tsing-Hua University ...
reported in section 4. In section 5, the method is
evaluated and related to previous methodologies. We
conclude, in section 6, that by properly collecting
discrimination information fr...