SlideShare a Scribd company logo
1 of 24
EYE GESTURE RECOGNITION
TECHNOLOGY IN HUMAN-
COMPUTER INTERACTION
ATHIRA J
S7 IT
ROLL NO:9
INTRODUCTION
 Direct communication between humans and
computers.
 Depends on bioelectric signals.
 Eye tracking means the estimation of direction of
the user’s gaze.
 Helpful for the disabled.
METHODS
 Scleral search coil method
 Infrared Occulography (IROG)
 Electro-Occulography (EOG)
 Video Occulography (VOG)
INTRODUCTION TO ELECTRO-
OCCULOGRAPHY
 Based on the relationship between eye movements and
electrode potentials from skin surface.
 Cornea-Retina Potential
 Current flows from retina side to Cornea side forming an
electric field.
 EOG signals are generated when eyes move from
centre to left,right,up or down.
 EOG value varies from 0.4 to 10mV with a frequency
ranging from 0 to 100Hz.
ELECTRO-OCCULO GRAPHY
 Electrodes used : Ag-AgCl , Silicon –Rubber Electrodes
 MP150 and BIOPAC systems are adapted to acquire the
EOG signals.
 Emery papers and Electrolytic gel are used to improve
conductivity.
 When eyes move from centre to right or left, the
horizontal EOG signals are obtained.
 When eyes move from centre to up or down, the vertical
EOG signals are generated.
 Factors affecting EOG
-Eyeball Rotation
-Eyelid Movement
-Electrode Placement
-Head Movements
-Lighting Conditions
 Shift Resting Potential
 When the gaze vector is within the angular range
of ±50 horizontally and ±30 vertically, the EOG
signals are almost proportional to the eye gaze.
ARDENS RATIO
 Amplitude of EOG signals decrease in dark environment
- Dark trough
 Amplitude of EOG signals increase in bright light – Light
peak
 Ratio between light peak and dark trough is called
Ardens Ratio.
 If it is less than 1.8 it indicates a malfunction of the
structures from which the potential originates.
EYE GESTURES RECOGNITION
 There are 3 eye motion modes.
-Basic Eye Moving Mode
-Blink Mode
-Fixation Mode
1. RECOGNITION OF BASIC EYE MOVING MODE
 Gestures of eyes moving to right,left,down and up
are the basic moving modes.
 Centre to left → Negative pulse
 Centre to right → Positive pulse
 Move up → Negative pulse
 Move down → Positive pulse
 Diagonal eye movements are resolved into
horizontal and vertical components.
2. RECOGNITION OF BLINKING MODE
 3 Blink Modes
-Voluntary
-Involuntary
-Reflexive
 During eye blink eyeballs shoot upwards.
 Compared to vertical EOG,pulse width are
narrower.
3.FIXATION MODE AND MIDAS TOUCH PROBLEM
 Fixation mode usually refers to selection operation.
 Everywhere you look something gets activated-
Midas Problem
 Reason: Gaze only provides information about the
coordinates on the screen and not about users
intentions with the gaze.
 Solution: Dwell-Time Activation
ADVANTAGES OF EOG
 EOG is linearly proportional to eye displacement.
 EOG signals are very fast.
 Easy to use (in children and patients confined in
bed).
 Registration of eye movements with closed eyelids
are possible.
 Inexpensive
DISADVANTAGES OF EOG
 Short movements are difficult to record.
 Large eye movements do not produce bioelectric
amplitudes that are proportional to eye position.
 Variation in skin resistance , electrode slippage etc
affects EOG.
 EOG signal increases with luminance.
APPLICATIONS
 Can be used in laptops,mobiles and other
electronic gadgets.
 Browsing for disabled.
 Used in Wheel Chairs.
 Used in gaming.
EOG IN WHEEL CHAIRS
 EOG signals are sent to PC which
they are processed to calculate the
eye gaze.
There exists a visual feedback
system for the user to interact with
the system.
 Navigation methods used are classified into Manual
and Auto Navigation.
 Auto Navigation method has two basic behaviours
i)Motion Towards Target
ii)Obstacle Boundary Following
CONCLUSION
 Eye gesture recognition is very important in the
design of eye-computer interface.
 EOG method presents a good face access, good
accuracy and resolution, real time work and is
cheap.
 EOG goggles are also available in market.
 This technology is a boon for the disabled.
REFERENCES
 Min Lin and Guoming Mo, “Eye Gestures Recognition
Technology in Human-Computer Interaction”, 2011 4th
International Conference on Biomedical Engineering
and Informatics.
 Hari Singh and Dr.Jaswinder Singh, “Human Eye
Tracking and Related Issues: A Review” , International
Journal of Scientific and Research Publications, Volume
2,Issue 9, September 2012.
 Al-Haddad,R Sudirman and C.Omar , “Guiding
Wheelchair Motion based on EOG Signals using
Tangent Bug Algorithm” , 2011 Third International
Conference on Computational Intelligence, Modelling &
Simulation.
Human Computer Interaction using Eye Gesture Recognition : ElectroOcculography
Human Computer Interaction using Eye Gesture Recognition : ElectroOcculography

More Related Content

What's hot

Eye phone report in ieee format
Eye phone report in ieee formatEye phone report in ieee format
Eye phone report in ieee formatsahithi reddy
 
EYE GAZE COMMUNICATION by njn
EYE GAZE COMMUNICATION by njnEYE GAZE COMMUNICATION by njn
EYE GAZE COMMUNICATION by njnNijin Nijin
 
Blue Eyes Technology PPT
Blue Eyes Technology PPTBlue Eyes Technology PPT
Blue Eyes Technology PPTHRIDHYAJOY
 
Sensors on 3 d digitization seminar report
Sensors on 3 d digitization seminar reportSensors on 3 d digitization seminar report
Sensors on 3 d digitization seminar reportVishnu Prasad
 
eye phone technology
eye phone technologyeye phone technology
eye phone technologyNaga Dinesh
 
Electro oculography, EOG -a detailed medical information| all about EOG
Electro oculography, EOG -a detailed medical information| all about EOG Electro oculography, EOG -a detailed medical information| all about EOG
Electro oculography, EOG -a detailed medical information| all about EOG martinshaji
 
Clinical Visual Electrophysiology
 Clinical  Visual  Electrophysiology  Clinical  Visual  Electrophysiology
Clinical Visual Electrophysiology Manish Dahal
 
ELECTROOCULOGRAPY
ELECTROOCULOGRAPYELECTROOCULOGRAPY
ELECTROOCULOGRAPYshakil2604
 
Iris scanner technology
Iris scanner technologyIris scanner technology
Iris scanner technologyshams tabrez
 
Touchless Touchscreen
Touchless TouchscreenTouchless Touchscreen
Touchless TouchscreenSaptarshi Dey
 

What's hot (20)

Eye phone report in ieee format
Eye phone report in ieee formatEye phone report in ieee format
Eye phone report in ieee format
 
Mind Reading Computer
Mind Reading ComputerMind Reading Computer
Mind Reading Computer
 
EYE GAZE COMMUNICATION by njn
EYE GAZE COMMUNICATION by njnEYE GAZE COMMUNICATION by njn
EYE GAZE COMMUNICATION by njn
 
Google lens
Google lensGoogle lens
Google lens
 
Eye phone
Eye phoneEye phone
Eye phone
 
(eye gaze)
(eye gaze)(eye gaze)
(eye gaze)
 
Blue Eyes Technology PPT
Blue Eyes Technology PPTBlue Eyes Technology PPT
Blue Eyes Technology PPT
 
Sensors on 3 d digitization seminar report
Sensors on 3 d digitization seminar reportSensors on 3 d digitization seminar report
Sensors on 3 d digitization seminar report
 
eye phone technology
eye phone technologyeye phone technology
eye phone technology
 
Colour vision
Colour visionColour vision
Colour vision
 
Electro oculography, EOG -a detailed medical information| all about EOG
Electro oculography, EOG -a detailed medical information| all about EOG Electro oculography, EOG -a detailed medical information| all about EOG
Electro oculography, EOG -a detailed medical information| all about EOG
 
Eye phone
Eye phoneEye phone
Eye phone
 
OCTA (OCT Angiography) Strengths and Limitations
OCTA(OCT Angiography)Strengths and LimitationsOCTA(OCT Angiography)Strengths and Limitations
OCTA (OCT Angiography) Strengths and Limitations
 
Clinical Visual Electrophysiology
 Clinical  Visual  Electrophysiology  Clinical  Visual  Electrophysiology
Clinical Visual Electrophysiology
 
ELECTROOCULOGRAPY
ELECTROOCULOGRAPYELECTROOCULOGRAPY
ELECTROOCULOGRAPY
 
Iris scanner technology
Iris scanner technologyIris scanner technology
Iris scanner technology
 
High Precision Biometry
High Precision BiometryHigh Precision Biometry
High Precision Biometry
 
Tobii Eye Tracking
Tobii Eye TrackingTobii Eye Tracking
Tobii Eye Tracking
 
Touchless Touchscreen
Touchless TouchscreenTouchless Touchscreen
Touchless Touchscreen
 
BIONIC EYE
BIONIC EYEBIONIC EYE
BIONIC EYE
 

Viewers also liked

Human Computer Interaction
Human Computer InteractionHuman Computer Interaction
Human Computer InteractionJitu Choudhary
 
A novel efficient human computer interface using an electrooculogram
A novel efficient human computer interface using an electrooculogramA novel efficient human computer interface using an electrooculogram
A novel efficient human computer interface using an electrooculogrameSAT Publishing House
 
Human computerinterface
Human computerinterfaceHuman computerinterface
Human computerinterfaceKumar Aryan
 
Introduction to Human Computer Interaction
Introduction to Human Computer InteractionIntroduction to Human Computer Interaction
Introduction to Human Computer InteractionSyira Azhari
 
Facial recognition technology by vaibhav
Facial recognition technology by vaibhavFacial recognition technology by vaibhav
Facial recognition technology by vaibhavVaibhav P
 
FACE RECOGNITION TECHNOLOGY
FACE RECOGNITION TECHNOLOGYFACE RECOGNITION TECHNOLOGY
FACE RECOGNITION TECHNOLOGYJASHU JASWANTH
 
Face recognition technology - BEST PPT
Face recognition technology - BEST PPTFace recognition technology - BEST PPT
Face recognition technology - BEST PPTSiddharth Modi
 
Iris recognition system
Iris recognition systemIris recognition system
Iris recognition systemNilu Desai
 
Face recognition ppt
Face recognition pptFace recognition ppt
Face recognition pptSantosh Kumar
 
LinkedIn SlideShare: Knowledge, Well-Presented
LinkedIn SlideShare: Knowledge, Well-PresentedLinkedIn SlideShare: Knowledge, Well-Presented
LinkedIn SlideShare: Knowledge, Well-PresentedSlideShare
 

Viewers also liked (15)

Embhcit
EmbhcitEmbhcit
Embhcit
 
Human Computer Interaction
Human Computer InteractionHuman Computer Interaction
Human Computer Interaction
 
A novel efficient human computer interface using an electrooculogram
A novel efficient human computer interface using an electrooculogramA novel efficient human computer interface using an electrooculogram
A novel efficient human computer interface using an electrooculogram
 
Human computerinterface
Human computerinterfaceHuman computerinterface
Human computerinterface
 
Eye Recognition
Eye RecognitionEye Recognition
Eye Recognition
 
Introduction to Human Computer Interaction
Introduction to Human Computer InteractionIntroduction to Human Computer Interaction
Introduction to Human Computer Interaction
 
Lip recognition
Lip recognition Lip recognition
Lip recognition
 
blue_eye_technology_jeevagan
blue_eye_technology_jeevaganblue_eye_technology_jeevagan
blue_eye_technology_jeevagan
 
Facial recognition technology by vaibhav
Facial recognition technology by vaibhavFacial recognition technology by vaibhav
Facial recognition technology by vaibhav
 
Gesture recognition
Gesture recognitionGesture recognition
Gesture recognition
 
FACE RECOGNITION TECHNOLOGY
FACE RECOGNITION TECHNOLOGYFACE RECOGNITION TECHNOLOGY
FACE RECOGNITION TECHNOLOGY
 
Face recognition technology - BEST PPT
Face recognition technology - BEST PPTFace recognition technology - BEST PPT
Face recognition technology - BEST PPT
 
Iris recognition system
Iris recognition systemIris recognition system
Iris recognition system
 
Face recognition ppt
Face recognition pptFace recognition ppt
Face recognition ppt
 
LinkedIn SlideShare: Knowledge, Well-Presented
LinkedIn SlideShare: Knowledge, Well-PresentedLinkedIn SlideShare: Knowledge, Well-Presented
LinkedIn SlideShare: Knowledge, Well-Presented
 

Similar to Human Computer Interaction using Eye Gesture Recognition : ElectroOcculography

Electrooculography
ElectrooculographyElectrooculography
ElectrooculographyTowfeeq Umar
 
Eye-Gesture Controlled Intelligent Wheelchair using Electro-Oculography
Eye-Gesture Controlled Intelligent Wheelchair using Electro-OculographyEye-Gesture Controlled Intelligent Wheelchair using Electro-Oculography
Eye-Gesture Controlled Intelligent Wheelchair using Electro-OculographyAvinash Sista
 
MULTIMODAL INTERFACE OF BRAQIN COMPUTER INTERFACE AND ELECTOOCULOGRAPHY
MULTIMODAL INTERFACE OF BRAQIN COMPUTER INTERFACE AND ELECTOOCULOGRAPHYMULTIMODAL INTERFACE OF BRAQIN COMPUTER INTERFACE AND ELECTOOCULOGRAPHY
MULTIMODAL INTERFACE OF BRAQIN COMPUTER INTERFACE AND ELECTOOCULOGRAPHYchelsiageorge20
 
A project on wheelchair motion control using eye gaze and blinks
A project on wheelchair motion control using eye gaze and blinksA project on wheelchair motion control using eye gaze and blinks
A project on wheelchair motion control using eye gaze and blinkspooja mote
 
IRJET- EOG based Human Machine Interface to Control Electric Devices using Ey...
IRJET- EOG based Human Machine Interface to Control Electric Devices using Ey...IRJET- EOG based Human Machine Interface to Control Electric Devices using Ey...
IRJET- EOG based Human Machine Interface to Control Electric Devices using Ey...IRJET Journal
 
Eye interface technology, Electrooculography – A Proposed Model
Eye interface technology, Electrooculography – A Proposed ModelEye interface technology, Electrooculography – A Proposed Model
Eye interface technology, Electrooculography – A Proposed ModelSneha Joshi
 
Survey Paper on Eye Gaze Tracking Methods and Techniques
Survey Paper on Eye Gaze Tracking Methods and TechniquesSurvey Paper on Eye Gaze Tracking Methods and Techniques
Survey Paper on Eye Gaze Tracking Methods and TechniquesIRJET Journal
 
Eie426 eye tracking-v2 (1)
Eie426 eye tracking-v2 (1)Eie426 eye tracking-v2 (1)
Eie426 eye tracking-v2 (1)manu8722487734
 
ICCE 2016 NCTU Courses Papers
ICCE 2016 NCTU Courses PapersICCE 2016 NCTU Courses Papers
ICCE 2016 NCTU Courses PapersChun-Feng Chen
 
Real Time Blinking Detection Based on Gabor Filter
Real Time Blinking Detection Based on Gabor FilterReal Time Blinking Detection Based on Gabor Filter
Real Time Blinking Detection Based on Gabor FilterWaqas Tariq
 
IRJET- Microcontroller Based EOG and Accelerometer Guide Wheelchair
IRJET-  	  Microcontroller Based EOG and Accelerometer Guide WheelchairIRJET-  	  Microcontroller Based EOG and Accelerometer Guide Wheelchair
IRJET- Microcontroller Based EOG and Accelerometer Guide WheelchairIRJET Journal
 
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIAEYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIAijcseit
 
E YE S CRUTINIZED W HEEL C HAIR FOR P EOPLE A FFECTED W ITH T ETRAPLEGIA
E YE  S CRUTINIZED  W HEEL  C HAIR FOR  P EOPLE  A FFECTED  W ITH  T ETRAPLEGIAE YE  S CRUTINIZED  W HEEL  C HAIR FOR  P EOPLE  A FFECTED  W ITH  T ETRAPLEGIA
E YE S CRUTINIZED W HEEL C HAIR FOR P EOPLE A FFECTED W ITH T ETRAPLEGIAijcsit
 
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIAEYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIAijcseit
 
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIAEYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIAijcseit
 
EYE TRACKING TECHNOLOGY
EYE TRACKING TECHNOLOGYEYE TRACKING TECHNOLOGY
EYE TRACKING TECHNOLOGYgeothomas18
 
Eye Tracking Software model of left right all
Eye Tracking Software model of left right allEye Tracking Software model of left right all
Eye Tracking Software model of left right allAtharvaTanawade
 

Similar to Human Computer Interaction using Eye Gesture Recognition : ElectroOcculography (20)

Electrooculography
ElectrooculographyElectrooculography
Electrooculography
 
Modified report
Modified reportModified report
Modified report
 
Eye-Gesture Controlled Intelligent Wheelchair using Electro-Oculography
Eye-Gesture Controlled Intelligent Wheelchair using Electro-OculographyEye-Gesture Controlled Intelligent Wheelchair using Electro-Oculography
Eye-Gesture Controlled Intelligent Wheelchair using Electro-Oculography
 
MULTIMODAL INTERFACE OF BRAQIN COMPUTER INTERFACE AND ELECTOOCULOGRAPHY
MULTIMODAL INTERFACE OF BRAQIN COMPUTER INTERFACE AND ELECTOOCULOGRAPHYMULTIMODAL INTERFACE OF BRAQIN COMPUTER INTERFACE AND ELECTOOCULOGRAPHY
MULTIMODAL INTERFACE OF BRAQIN COMPUTER INTERFACE AND ELECTOOCULOGRAPHY
 
A project on wheelchair motion control using eye gaze and blinks
A project on wheelchair motion control using eye gaze and blinksA project on wheelchair motion control using eye gaze and blinks
A project on wheelchair motion control using eye gaze and blinks
 
IRJET- EOG based Human Machine Interface to Control Electric Devices using Ey...
IRJET- EOG based Human Machine Interface to Control Electric Devices using Ey...IRJET- EOG based Human Machine Interface to Control Electric Devices using Ey...
IRJET- EOG based Human Machine Interface to Control Electric Devices using Ey...
 
Eye interface technology, Electrooculography – A Proposed Model
Eye interface technology, Electrooculography – A Proposed ModelEye interface technology, Electrooculography – A Proposed Model
Eye interface technology, Electrooculography – A Proposed Model
 
Survey Paper on Eye Gaze Tracking Methods and Techniques
Survey Paper on Eye Gaze Tracking Methods and TechniquesSurvey Paper on Eye Gaze Tracking Methods and Techniques
Survey Paper on Eye Gaze Tracking Methods and Techniques
 
Eie426 eye tracking-v2 (1)
Eie426 eye tracking-v2 (1)Eie426 eye tracking-v2 (1)
Eie426 eye tracking-v2 (1)
 
ICCE 2016 NCTU Courses Papers
ICCE 2016 NCTU Courses PapersICCE 2016 NCTU Courses Papers
ICCE 2016 NCTU Courses Papers
 
Ijmet 10 02_007
Ijmet 10 02_007Ijmet 10 02_007
Ijmet 10 02_007
 
Real Time Blinking Detection Based on Gabor Filter
Real Time Blinking Detection Based on Gabor FilterReal Time Blinking Detection Based on Gabor Filter
Real Time Blinking Detection Based on Gabor Filter
 
IRJET- Microcontroller Based EOG and Accelerometer Guide Wheelchair
IRJET-  	  Microcontroller Based EOG and Accelerometer Guide WheelchairIRJET-  	  Microcontroller Based EOG and Accelerometer Guide Wheelchair
IRJET- Microcontroller Based EOG and Accelerometer Guide Wheelchair
 
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIAEYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
 
E YE S CRUTINIZED W HEEL C HAIR FOR P EOPLE A FFECTED W ITH T ETRAPLEGIA
E YE  S CRUTINIZED  W HEEL  C HAIR FOR  P EOPLE  A FFECTED  W ITH  T ETRAPLEGIAE YE  S CRUTINIZED  W HEEL  C HAIR FOR  P EOPLE  A FFECTED  W ITH  T ETRAPLEGIA
E YE S CRUTINIZED W HEEL C HAIR FOR P EOPLE A FFECTED W ITH T ETRAPLEGIA
 
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIAEYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
 
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIAEYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
EYE SCRUTINIZED WHEEL CHAIR FOR PEOPLE AFFECTED WITH TETRAPLEGIA
 
EYE TRACKING TECHNOLOGY
EYE TRACKING TECHNOLOGYEYE TRACKING TECHNOLOGY
EYE TRACKING TECHNOLOGY
 
Eye Tracking Software model of left right all
Eye Tracking Software model of left right allEye Tracking Software model of left right all
Eye Tracking Software model of left right all
 
Comparative study on computers operated by eyes and brain
Comparative study on computers operated by eyes and brainComparative study on computers operated by eyes and brain
Comparative study on computers operated by eyes and brain
 

Recently uploaded

My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAndikSusilo4
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksSoftradix Technologies
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 

Recently uploaded (20)

My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & Application
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food Manufacturing
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other Frameworks
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 

Human Computer Interaction using Eye Gesture Recognition : ElectroOcculography

  • 1. EYE GESTURE RECOGNITION TECHNOLOGY IN HUMAN- COMPUTER INTERACTION ATHIRA J S7 IT ROLL NO:9
  • 2. INTRODUCTION  Direct communication between humans and computers.  Depends on bioelectric signals.  Eye tracking means the estimation of direction of the user’s gaze.  Helpful for the disabled.
  • 3. METHODS  Scleral search coil method  Infrared Occulography (IROG)  Electro-Occulography (EOG)  Video Occulography (VOG)
  • 4. INTRODUCTION TO ELECTRO- OCCULOGRAPHY  Based on the relationship between eye movements and electrode potentials from skin surface.  Cornea-Retina Potential  Current flows from retina side to Cornea side forming an electric field.  EOG signals are generated when eyes move from centre to left,right,up or down.  EOG value varies from 0.4 to 10mV with a frequency ranging from 0 to 100Hz.
  • 5.
  • 6. ELECTRO-OCCULO GRAPHY  Electrodes used : Ag-AgCl , Silicon –Rubber Electrodes  MP150 and BIOPAC systems are adapted to acquire the EOG signals.  Emery papers and Electrolytic gel are used to improve conductivity.  When eyes move from centre to right or left, the horizontal EOG signals are obtained.  When eyes move from centre to up or down, the vertical EOG signals are generated.
  • 7.  Factors affecting EOG -Eyeball Rotation -Eyelid Movement -Electrode Placement -Head Movements -Lighting Conditions  Shift Resting Potential  When the gaze vector is within the angular range of ±50 horizontally and ±30 vertically, the EOG signals are almost proportional to the eye gaze.
  • 8. ARDENS RATIO  Amplitude of EOG signals decrease in dark environment - Dark trough  Amplitude of EOG signals increase in bright light – Light peak  Ratio between light peak and dark trough is called Ardens Ratio.  If it is less than 1.8 it indicates a malfunction of the structures from which the potential originates.
  • 9.
  • 10. EYE GESTURES RECOGNITION  There are 3 eye motion modes. -Basic Eye Moving Mode -Blink Mode -Fixation Mode
  • 11. 1. RECOGNITION OF BASIC EYE MOVING MODE  Gestures of eyes moving to right,left,down and up are the basic moving modes.  Centre to left → Negative pulse  Centre to right → Positive pulse  Move up → Negative pulse  Move down → Positive pulse  Diagonal eye movements are resolved into horizontal and vertical components.
  • 12.
  • 13. 2. RECOGNITION OF BLINKING MODE  3 Blink Modes -Voluntary -Involuntary -Reflexive  During eye blink eyeballs shoot upwards.  Compared to vertical EOG,pulse width are narrower.
  • 14.
  • 15. 3.FIXATION MODE AND MIDAS TOUCH PROBLEM  Fixation mode usually refers to selection operation.  Everywhere you look something gets activated- Midas Problem  Reason: Gaze only provides information about the coordinates on the screen and not about users intentions with the gaze.  Solution: Dwell-Time Activation
  • 16. ADVANTAGES OF EOG  EOG is linearly proportional to eye displacement.  EOG signals are very fast.  Easy to use (in children and patients confined in bed).  Registration of eye movements with closed eyelids are possible.  Inexpensive
  • 17. DISADVANTAGES OF EOG  Short movements are difficult to record.  Large eye movements do not produce bioelectric amplitudes that are proportional to eye position.  Variation in skin resistance , electrode slippage etc affects EOG.  EOG signal increases with luminance.
  • 18. APPLICATIONS  Can be used in laptops,mobiles and other electronic gadgets.  Browsing for disabled.  Used in Wheel Chairs.  Used in gaming.
  • 19. EOG IN WHEEL CHAIRS  EOG signals are sent to PC which they are processed to calculate the eye gaze. There exists a visual feedback system for the user to interact with the system.
  • 20.  Navigation methods used are classified into Manual and Auto Navigation.  Auto Navigation method has two basic behaviours i)Motion Towards Target ii)Obstacle Boundary Following
  • 21. CONCLUSION  Eye gesture recognition is very important in the design of eye-computer interface.  EOG method presents a good face access, good accuracy and resolution, real time work and is cheap.  EOG goggles are also available in market.  This technology is a boon for the disabled.
  • 22. REFERENCES  Min Lin and Guoming Mo, “Eye Gestures Recognition Technology in Human-Computer Interaction”, 2011 4th International Conference on Biomedical Engineering and Informatics.  Hari Singh and Dr.Jaswinder Singh, “Human Eye Tracking and Related Issues: A Review” , International Journal of Scientific and Research Publications, Volume 2,Issue 9, September 2012.  Al-Haddad,R Sudirman and C.Omar , “Guiding Wheelchair Motion based on EOG Signals using Tangent Bug Algorithm” , 2011 Third International Conference on Computational Intelligence, Modelling & Simulation.