@leninsha

An SOM-based Automatic Facial Expression Recognition System

, , , , , and . International Journal on Soft Computing, Artificial Intelligence and Applications (IJSCAI) 2 (4): 13 (August 2013)

Abstract

Recently, a number of applications of automatic facial expression recognition systems havesurfaced in many different research fields. The automatic facial expression recognition problem is a very challenging problem because it involves in three sub-problems: 1) face detection, 2) facial expression feature extraction, and 3) expression classification. This paper presents an automatic facial expression recognition system based on self-organizing feature maps, which provides an effective solution to the aforementioned three sub-problems. The performance of the proposed system was computed on twowell-known facial expression databases. The average correct recognition rates were over 90%.

Links and resources

DOI:
10.5121/ijscai.2013.2305
URL:
BibTeX key:
noauthororeditor
search on:

Comments and Reviews  
(0)

There is no review or comment yet. You can write one!

Tags


Cite this publication