Facial motion recognition using camera application for movement of mouse (I-sight mouse)
i-Sight Mouse is developed to help detect and track facial movement to able to control mouse application by using machine vision which is webcam. Existing system has been used and still got a lot of work for improvement so that's why i-Sight Mouse is developed. It is used for people with dis...
Saved in:
| Main Author: | |
|---|---|
| Format: | Undergraduates Project Papers |
| Language: | English |
| Published: |
2010
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/2645/1/HASRUL_REEZA_BIN_MUSTAFFA.PDF http://umpir.ump.edu.my/id/eprint/2645/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Summary: | i-Sight Mouse is developed to help detect and track facial movement to able to
control mouse application by using machine vision which is webcam. Existing system
has been used and still got a lot of work for improvement so that's why i-Sight Mouse is
developed. It is used for people with disabilities that are no hands and need to interact
with computer just using the movement of head and facial part. Using Extreme
Programming for the software development model helped a lot in develops the system.
Extreme Programming (XP) is a software engineering methodology, which is intended
to improve software quality and responsiveness to changing customer requirements. As
a type of agile software development, it advocates frequent "releases" in short
development cycles (timeboxing), which is intended to improve productivity and
introduce checkpoints where new customer requirements can be adopted. There are 2
modules in this system which is face recognition and face tracking. By implementing
image-processing techniques the system is able to do the face recognition process and
face tracking process. Face recognition is a module to capture video frame,
enhancement the image and do extraction so that it can be verify either it is a face of
human or not Face tracking is-based on predicting the place of the feature in the current
frame based on its location in previous ones; template matching and some heuristics are
applied to locate the feature's new coordinates. By tracking the eyes the system able to
operate right clicks and mouse click operation as user blinking their right eye and left
eye. The nose tip is tracked to use its movement and coordinates as the movement and
coordinates of the mouse pointer. |
|---|