|
A computer is being taught to interpret human emotions based on lip-reading, one which could improve our interaction with these machines and perhaps allow disabled people to use voice synthesizers, more effectively and efficiently.Karthigayan Muthukaruppan of Manipal International University in Selangor, Malaysia, and co-workers have developed a system using a genetic algorithm that gets better and better with each use to match irregular ellipse (lip shapes) fitting equations to the shape of the human mouth displaying different emotions.They have used photos of individuals from South-East Asia and Japan to train a computer to recognize the six commonly accepted human emotions - happiness, sadness, fear, angry, disgust, surprise - and a neutral expression. ![]() Machines being trained to read emotions
The upper and lower lip is each analyzed as two separate ellipses by the algorithm, the International Journal of Artificial Intelligence and Soft Computing reported."In recent years, there has been a growing interest in improving all aspects of interaction between humans and computers especially in the area of human emotion recognition by observing facial expression," the team explained, according to a statement of Manipal University.Earlier researchers had developed an understanding that allows emotion to be recreated by manipulating a representation of the human face on a computer screen.However, lips remain a crucial part of the outward expression of emotion. The team's algorithm can successfully classify the seven emotions and a neutral expression described.Researchers suggest that initial applications of such an emotion detector might be helping disabled patients lacking speech to interact more effectively with computer-based communication devices, for instance.
IANS |
Tags: soft computing , soft computing techniques , artificial intelligence , artificial intelligence software , artificial intelligence approach , emotion detection , voice recognition
The combination of supreme hardware, class-leading software and the guarantee of getting timely upda...
Leaked Images, Availability, Pricing,
Specs, Pre-order
Everything you need to know about bitcoin
Is it a scam? Is it a get-rich-quick-scheme? Demystifying bitcoin, the...
The future of display technologies
TV manufacturers have shown off ultra-thin OLED TVs as concepts at trade...
Bendable displays are here, not phones or tablets
Apart from 4k and smart home appliances, the CES 2013 saw a lot of...
Anatomy of a Tablet: Interview with Suneet Singh Tuli, CEO Datawind
Tanishk Lakhaani
Wed May 22, 14:46:36
Grudge Match: Sony Xperia SP vs Samsung Galaxy S 3 vs HTC One X+
Shikhar Agarwal
Wed May 22, 13:42:44
Samsung Galaxy S4: A specifications review
Maulie Gan
Wed May 22, 13:28:18
Quad-core Panasonic P51 available now for...
Global smartphone shipments to exceed that
Apple iPad 5 trial production to begin...
10.1-inch Sony Xperia Tablet Z launches at
Unity Engine ditches licensing fees for...
New Batman: Arkham Origins trailer shows...


















reddit

Mixx
Facebook
Twitter
Digg
delicious
MySpace












