17-08-2012, 05:09 PM
FACIAL EMOTION RECOGNITION SYSTEM (FERS)
1FACIAL EMOTION.pptx (Size: 284.75 KB / Downloads: 107)
INTRODUCTION
FERS is an automated system, works based on training data.
It is very useful tool for human and machine interaction.
The FERS works on:
Image
Sequence of Image (or a segment of video)
It works on 2D images.
MOTIVATION
The FERS is the fast growing tool with different more or less functionalities[3] such as
Real time automated system,
Gesture recognition,
Recognition from video
recognition of facial emotion affected by audio input etc.
ISSUES AND CHALLENGES
In the all above systems/tools and used algorithms some issues are there, which are the major factor, responsible for inaccuracy in the performance and desired result of the systems. Following are some major issues:
Pose
Illumination
Partial Occlusion
Facial Texture Deformation (Caused by age or physical disability
OBJECTIVE AND PROPOSED METHODOLOGY/FRAMEWORK
Based on the previous works we are preparing an automated system for emotion recognition of facial images, having three major modules:
Face detection
Facial features extraction
Facial emotion recognition