- Open Access
- Total Downloads : 10
- Authors : Alin Jose
- Paper ID : IJERTCONV3IS28039
- Volume & Issue : NSRCL – 2015 (Volume 3 – Issue 28)
- Published (First Online): 24-04-2018
- ISSN (Online) : 2278-0181
- Publisher Name : IJERT
- License: This work is licensed under a Creative Commons Attribution 4.0 International License
Mind Reading Computers
M Sc Computer Science St .Marys College Thrissur
AbstractMind reading computer are machines to infer the mental states of a person. The simple way to infer the mental states of a person is to observe him. We can infer his mental states by seeing and understanding the facial expression. Now a days a computer can infer the mental states of a person. A computer uses different ways to infer the mental states. They are facial expression analysis (FEA), using futuristic headband, Eye Language Interpreter, Baron- Cohens Mind reading system. The ability to read the mind and the language of eyes are the two area for the development of social function and the emotional intelligence in humans. An impairment in the theory of mind (mind blindness) is the primary inhibitor of emotion understanding and social intelligence in individuals with autism. This paper says about the mind reading based on an Eye Language Interpreter, Baron-Cohens Mindreading System, facial expression analysis (FEA) and by using futuristic headband.
Keywords Futuristicheadband, facialexpression analysis socially intelligent interfaces,emotional interfaces,theory of mind,eye language,facial feature analysis.
understanding and social intelligence in people with autism is the lack of a theory of mind or mind blindness. This inability to read other peoples minds continues to affect their social and communicative functions well into adult life.
MIND READING COMPUTER
FACIAL ACTION UNIT ANALYSIS
This is done by facial Action Coding System(FACS)[Ekman,1978].It could analysis facial action units by examining pitch up and down ,yaw left and right, lip pull ,lip pucker, depress and stretch ,mouth stretch, jaw drop
,lips apart ,eyebrow raise inner and outer etc.
HEAD POSE ESTIMATION
It uses expression invariant feature points to estimate pitch(50Âº), yaw(50Âº) and roll(30Âº) for example estimation of head yaw using ratio of left point to right point of eye widths and estimation of head roll using the angle between the two inner eye corners.
Facial actions are identified from feature comprised of motion, shape and color descriptors .
Mind reading computers can be defined as a machine
that infer the human beings mental states. To understand a humans thoughts are complex one. No one knows what a person do in the upcoming second by calculating his present thoughts or what would a person takes decision about something important. But a mind reading computer can answer to all these questions .Mind reading computer can detect the other persons mental states .By scanning the facial expression along with the head gestures and oxygen level inside the blood which is flowing in the vicinity of the brain.
Eye language also helps us to recognize basic emotions such as happiness, sadness, fear, and disgust as well as complex mental states such as distrust, scheme, admire, interest etc. Mind reading computers helps in various fields such as medical, crime, and ones life also.
The lack of knowledge in the theory of mind (mind blindness) is the primary inhibitor of emotion understanding and social intelligence in people with autism, we propose integrating eye expression analysis and a theory of mind, to implement emotion recognition and prediction in interfaces.
and shape-based analysis are particularly suitable for a real time video system color based analysis is computationally efficient and is invariant to the scale or viewpoint of the face, especially when combined with feature localization(i.e. limited to regions already defines by feature point tracking).
For lip shape tracking that identifies for example lip corner pull (smile) and lip pucker the polar distance between each of the two mouth corners and the anchor point is computed. Average percentage change in polar distance calculated with respect to an initial frame is used to discern mouth display.
A theory of mind is a representational set of abilities that allows one to mind read .In his book on Mind blindness, Baron-Cohen explains how neurotypicals mind read all the time, effortlessly, and mostly unconsciously and contrasts that with the abilities of individuals with autism. Baron-Cohen says that the primary inhibitor of emotion
Figure 1: Frame Is Used To Discern Mouth Display
Color descriptors can tell that whether the mouth is closed or open by differentiating the teeth and the aperture by different color .for example teeth represented by green color and aperture is represented by red color. Mind reading computers can also be accomplished by using a futuristic headband which is to be wears over the head.
The measurement of volume and oxygen level of blood around the persons brain is done using technology called functional near infrared spectroscopy (FNIRS).
Futuristic headband sends light in infrared spectrum that penetrates the tissues of the head where it is absorbed by active blood-filled tissues. The headband then measures the light which was not absorbed, and then making the computer to measure the metabolic activities that the brain is making.
EYE LANGUAGE INTERPRETER
Use Baron-Cohens research on a language of the Eyes to develop an automated eye language interpreter that recognizes eye expressions off image sequence and interprets them as mental states.
Figure 2: Eye Language Interpreter
Mindreading system which consists of four modular components for our implementation.
The Intentionality Detector (ID) interprets the self
-propelled motion of stimuli in terms of primitive volitional mental states of goal or desire .It builds dyadic representations, which specify the relation (desire) between an agent and an object.
Eye-Direction Detector (EDD) detects the presence of eye-like stimuli in the visual field, computers whether the eyes are looking at it or at something else, and interprets gaze direction as a perceptual state.
The Shared Attention Mechanism (SAM) is held to be necessary for the development and protection of joint attention behaviors. SAM like ID toed by importing volitional terms from dyadic representations, into the relation slot of triadic representations, such that a persons goal can be read from their eye-direction.
The theory of Mind Mechanism or (ToMM) is responsible for our everyday ability to make sense of behavior in terms of mental states, and predicts an Agents behavior on the basis of such states.
ADVANTAGES AND APPLICATION
Mind reading computer can help paralyze patient handicapped people, and people have been in comma, people who cannot speak.
It can be used in military purposes, sting operation and severe investigation.
Mind reading computer can prevent from terrorism.
It can be combined with consoles and used for mind reading.
It can breaches in privacy and collect important and confidential information.
Information can be gained by criminals or terrorist then it can be highly dangerous.
Mind reading computers cannot be 100% accurate as human mind.
Mind reading computers are machines used to detect the mental states of a person.And use that to make sense of and predict the behavior.Mind reading computers that infer mental states by observing facial expression along with head gestures in real time video.The preset real time video is compared by pre-installed videos which contain different expression for different mental state.
Another way is to find mental state is to be done with the help of futuristic headband. Futuristic headband which sends Infrared light into heads tissues and absorbed the light.The amount of light which are not absorbed help in detecting the various mental states.
A mind reading computer based on an Eye Language Interpreter and Baron-Cohens Mind reading System is developed for the recognition and prediction of complex mental states of a person. A lack of or impairment in the theory of mind (mind blindness) is the primary inhibitor of emotion understanding and social intelligence in individuals with autism.
The implicit mind reading capabilities will open new possibilities for intelligent and effective interfaces. The upcoming years will uphold the mind reading computers as common to common peoples.
I would like to acknowledge the contribution of all the people who have helped in reviewing this paper. I would like to give sincere thanks to Miss .Betsy Binu our head of department for her guidance and support throughout this paper. I would also like to thank our families and friends who supported us in the course of writing this paper. For papers published in translation journals, please give the English citation first, followed by the original foreign- language citation.
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