SlideShare a Scribd company logo
d) Ocular prosthetics.

                                                                  e) Braille type writer.
 ARTIFICIAL VISION USING
                                                            Revolution                 in     miniaturization,
     EMBEDDED SYSTEM                                        nanotechnology, image processing etc has
                                                            paved way for vision. Blindness at any stage
       “NO BLINDS IN THE                                    can be averted. Adaptability of humans made
                                                            implantations flexible.
                  WORLD”
                                                            ARTIFICIAL VISION – NO MORE BLIND
ABSTRACT
                                                            INTRODUCTION:
When you are in the dark even your shadow
                                                            Genetic defects or injury may cause blindness at any
evades you’, this might sound cliché but its                time during the life of a person. The visually
true in the case of millions who cannot see.                impaired are the most unfortunate people bearing
Injuries   or    genetic   defects      may     cause       darkness throughout their life. A blind mans
                                                            quench for vision has made destinated science to
blindness at any stage of life and this is really
                                                            tour its journey. Since vision depends mainly on
unfortunate. This paper looks at an adept way               nervous system, it would mean trying to heal or
to overcome this adverse glitch in humans and               change the nervous system. It would be better to tell
visionise the blind. Since vision depends                   -“we see with our brains than with our eyes”. The
                                                            sole principle used to visionise a blind is
mainly on nervous system, it would mean
                                                            –“DECEIVING OUR BRAINS”. Evolution in
trying to heal or change the nervous system. It             miniaturization, nanotechnology, image processing
would be better to say -“we see with our                    etc has paved way for vision. Blindness at any stage
brains than with our eyes”. The sole principle              can be averted. Adaptability of humans made
                                                            implantations flexible. The credential part of this
used to visionise a blind is – “DECEIVING
                                                            paper focuses on five different methods available as
OUR BRAINS”.                                                on now for the noble cause of vision.

Miraculous      innovations    occur     when    two         a) Microchips.
branches of science merge and in this case
                                                             b) Nano tube implant.
medical    and    engineering        sciences   come
                                                             c) Digital artificial vision.
together   with    such       methods     to    evade
blindness. The credential part of this paper                 d) Ocular prosthetics.
focuses on these methods,                                    e) Braille type writer.

     a) Microchips.                                         Our advancements have surpassed human brains in
                                                            accuracy. The novel idea is “With these method the
     b) Nano tube implant.                                  brain should not feel the difference whether the
                                                            signal came from a natural, healthy or from our
     c) Digital artificial vision.
                                                        1
implant retina.” A key note on future scope is also
discussed in this paper.

Human visual system:

Prosthetics are artificial substitutions to the organs
of the body which are disabled. Neurons of the
human      visual      system      exhibit    electrical
properties.Cornea (dome), pupil (center of iris),
crystalline lens (inverted), vitreous retina (into
electrical pulses), optic nerves and occipital
lobe constitute basic parts of eye.


                                                               Retinal “Transducer”:

                                                               An equivalent circuit of a retina is realized
                                                               using

                                                               - A distributed MOSFET

                                                               - Three MOSFETs

                                                               - Two Photo Diodes

                                                               - Two Current Mirrors

                                                               The functions of Photoreceptors, Bipolar Cells
                                                               and Horizontal cells are implemented by this
                                                               circuit.




Neurons send and receive electro-chemical
signals to and from the brain up to
200mph.The chemicals like sodium and
potassium cause an electrical signal in the
neurons. When a neuron is not sending a
signal, it is “at rest”, then the inside of the
neuron is negative with respect to outside. The
resting membrane of the neuron is about
-70mv. When the depolarization reaches about
-55mv the neuron then fire an action potential                 1) DIGITAL ARTIFICIAL VISION:
(signal). This is the threshold level. When the
                                                               When a person is born blind, inwardly his
action potential is fired we start to visualize.
                                                               optic nerve would not function properly. We
                                                               cannot    use    any     retinal   stimulation
                                                               methods.The artificial vision system consists
                                                               of a miniature camera mounted on eyeglasses
                                                               and ultrasonic range finder, 1 frame grabber,
                                                           2
1 microcomputer, 1 stimulus generation                     -1               0              1
module, 2 implanted electrode arrays.
                                                            0               1              2
DESCRIPTION OF DIFFERENT PARTS OF
                                                    MICROCONTROLLER:
AVS:
                                                    Controls the simulating electrodes
MICROCOMPUTER:
                                                    Simulation delivered to each electrode
This microcomputer consists of two parts
                                                    typically consists of a train of six pulses
Sub-notebook computer:                              delivered at 30 Hz to produce each frame of
                                                    the image at a speed of 8 frames per second
The new sub-notebook computer employs a             ELECTRODE IMPLANTATION:
233 MHz processor, 32 MB of RAM, 4 GB hard
disk, LCD screen and keyboard.                      Electrode implantation is one of the most
                                                    critical jobs in this artificial vision system.
Interfaces with camera.

Important areas of computing are                    The first step done in this electrode
magnification in software (C, C++).                 implantation is perforating a platinum foil
                                                    ground plant with a hexagonal array of 5 mm
b) Micro controller:                                diameter holes on 3 mm centers on the skull
                                                    at the right occipital lobe.
Simulation delivered to each electrode
typically consists of a train of six pulses
delivered at 30 Hz to produce each frame of
the image at a speed of 8 frames per second.


IMAGE PROCESSING (EDGE DETECTION):

Edge detection through SOBEL filters is the
most common approach.
The gradient vectors of SOBEL filter are Gx
and Gy.
The masks used to implement these two
equations are called Sobel operators
Gx= (Z3 + 2Z8 + Z9) - (Z1 + 2Z2 + Z3)
                                                    68 flat platinum electrodes of 1mm diameter
Gy= (Z3 + 2Z6 + Z9) - (Z1 + 2Z4 + Z7)               are pierced from the center of the holes on the
                                                    platinum foil ground plant into the nucleus of
                                                    neurons of the occipital lobe

                                                    Each electrode is connected by a separate
                                                    Teflon insulated insulated wire to a connector
       0               1                2           contained in the pedestal.
                                                    A group of wires from the belt mounted signal
       -1              0                1
                                                    processor are connected to the connector
       2               -1               0           mated to the pedestal. The groups of wires
                                                    pass the electrical impulses which are
                                                    generated by the processor with respect to the
        2                   -1              0       image being seen by the video camera.When
                                                    the electrode is stimulated by the processor by

                                                3
sending an electrical impulse, the electrode
produces 1-4 closely spaced phosphenes (light
spots seen by visual field). By sending the
electrical impulses in different combinations
                                                                         Analog signal                 Digital signal
and permutations the phosphense can be                    Video camera                    NTSC link

created in a regular fashion describing the
                                                                             Edge
                                                                                         Sub-notebook computer
image.                                                    Micro controller
                                                                             Detected
                                                                             image

                                                        Electrical                             edged
                                                                   Electrodes (phosphenes)     image     Visual field
                                                        impulses




PROCESS & THE IMAGE CREATED IN THE
VISION FIELD OF A BLIND HUMAN:




                                                    2) BRAILLE TYPE WRITER:



                                                      •       Used majorly for deaf –blind,
                                                      whose only mode of communication
                                                      remains as sense of touch.
                                                      •       A miniature glass is mounted as
                                                      above.
                                                      •       Using      a    signal   processor
                                                      synchronized signals are converted to
                                                      pricking pulses, which is sensed on a
                                                      pad interfaced on the stomach or hand
                                                      of blind.
                                                      •       Braille is a system of reading and
                                                      writing using raised dots in cells of six
                                                      that represents alphabets, pictures,
                                                      obstacles etc.
                                                      •       Braille is written on heavy paper
                                                      using either a slate and stylus, or a
                                                      braille-writing machine (brailler)

                                                4
The deaf-blind has to undergo training
       for about 6 months to oneyear.

   The original image seen by the camera and
   phosphene image seen by the visual field
   in the brain of the blind human are as
   shown as per his capability to grab




   3) OCULAR PROSTHESIS (FALSE EYE):




Traumatic accidents and treatment of ocular and orbital cancers, blind and painful eyes, and other
diseases sometimes lead to the need for reconstruction of the orbit (eye socket). Also orbital implant
called (enucleation).
       •      The false eye is designed after taking moldings of the patient’s orbital tissues and
       eyelids, such that, the prosthesis fits nicely and comfortably.
       •      The BIONIC EYE implants are of porous polyethylene, (Medpor), and of aluminum
       oxide, (Bioceramic) or hydroxyapatite, kryolite glass or acrylic materials.
       •      After implant they allow blood vessels to grow in them.
       •      Usually there is a significant build-up of salt and protein deposits on the eye in one
       year's time. Polishing removes these potentially irritating deposits.
       •      Artificial drops are added to desilt eye.
       •      After orbital implant, it is difficult for the casual observer to distinguish the natural
       eye from the implant.
       •      Currently camera of 100*100 pixels has been implemented.




                                                    5
6
4) NANOTUBES AND NANOBATTERIES:


                                  7
Nano Vision Chip System:



      •      Age related retinal diseases like macular dysfunction, retinitis
      pigmentosa can be averted using nano tubes.
      •      Normally, when light rays or images are focused by the lens of the eye
      onto the retina, light-sensitive cells called "rods" and "cones" convert the light
      into electrical impulses that travel to the brain and are interpreted as images of
      the world around us. "[The retina] actually does some of the image processing,
      and then sends this information to the brain, and so we see.




      The Nano Vision Chip System consists of



            1.   A low Power CMOS camera mounted on a spectacle.
            2.   A Image processing device
            3.   Transmission device
            4.   Signal conditioner
            5.   Electrode array




                                                                                      8
•      CNT at Nano scale reduces background noise, magnifies signal and
      provides desired redundance.
      •      Zinc oxide nano wires are used here to transfer the signal from the signal
      conditioner to the CNT array.
      •      Nano batteries have long shelf life, predicted to last for 15-20 years.
The NVCS working can be studied as two parts – Intraocular and Extra ocular



Extraocular (Outside the Eye)



   •   The Images are received by the CMOS camera
   •   The microprocessor based image processor processes the images thus received.
       The processing may be either digital image processing or neural based image
       processing.
   •   The signal so obtained is PWM encoded and modulated using ASK.


5) MEMS:



                (MEMS) based adaptive optics phoropter. When light enters the eye,
nearly 127 million rods and cones, which are the photoreceptors in the retina, initiate
a series of electrical signals so rapid that the images the eye receives appear to be
continuously updated in a seamless process. A breakdown in this light-conversion
process can lead to vision impairment or loss of sight. A new optical device, called the
microelectromechanical systems– (MEMS-) based adaptive optics phoropter (MAOP),
will greatly improve this process. It allows clinicians to integrate a computer-
calculated measurement of eyesight with a patient’s response to the target image.
Patients can immediately see how objects will look—and the clinician can adjust the
prescription—before they are fitted for contacts or undergo surgery. As a result,
patients will experience better vision correction outcomes, especially with custom
contact lenses or laser refractive surgery. A microelectrode array developed for a
retinal prosthesis device. The electrodes are embedded in silicone-based substrate
polydimethylsiloxane (PDMS). PDMS is a promising material for the microelectrode
array, providing flexibility, robustness, and biocompatibility for long-term
implantation.



                 The array will serve as the interface between an electronic imaging
system and the eye, providing electrical stimulation normally generated by the
photoreceptors that convert visual signals to electrical signals transmitted to the optic


                                                                                        9
nerves. The electrode array          is   embedded    in   a   silicone-based    substrate,
polydimethylsiloxane (PDMS).




a) A prototype of polydimethylsiloxane (PDMS) array used in testing. (b) Cross-section
of an eight-electrode PDMS device shows conductive lead and electrode metallization
contained between two layers of PDMS. Reinforcement ribs facilitate handling of the
thin PDMS device. A tack hole is used to pin the device to the retina.



                      The device is designed to be epiretinal; that is, it will be placed on
the surface of the retina inside the eye. The implant will overlap the center of the eye’s
visual field, which is the area affected in macular degeneration. Once implanted, a
small camera attached to eyeglasses will capture a video signal that will be processed
and transmitted inside the eye using a radio-frequency (rf) link. The rf link is
composed of an external rf coil that will either be part of the eyeglass apparatus or will
rest on the eyeball like a contact lens. Another rf coil inside the eye will pick up the
signal and transmit it to electronics that will format the signal for stimulating the
electrode array. The power for the circuitry, or microchip system, will be provided
inductively through transcutaneous coupling. That is, a coil attached to a battery on
the side of the eyeglasses will inductively generate power in a coil parallel to it under
the skin.




                                                                                         10
FUTURE APPLICATIONS:




1. As now, only black and white images are seen by this AVS system, research is being
carried to visualize coloured images by using optical fiber technology.



2. Research is being carried to replace the electrode implantation with ray or wave
devices



3. Reduction of electrodes to 4, by operating into optic nerve directly. It involves usage
of stimulator chip, radio antenna and signal processor.




                                                                                       11
4. Electrical signaling, osmotic pumping, and molecular detection.



5. In the future the whole setup (excluding the camera) in NVCS can be nano
fabricated on a single chip thereby making it more feasible and sophisticated.



CONCLUSION:



      •     This invention is not only the fruit of one branch of science; it involves
      the participation of different branches of science.
      •     This concludes every professional relating to a branch of science should
      have a interesting view towards other branches of science also.
      •     “WISHING A REMARKABLE PROGRESS IN THE DEVELOPMENT OF THIS
      ARTIFICIAL VISION SYSTEM, SUCH THAT EACH AND EVERY BLIND PERSON
      TODAY, IS NEVER A BLIND TOMMOROW.”
      •     Striving to eliminate the word “BLIND” from our vocabulary.


REFERENCE:

       •   http://www.sciencedaily.com
       •   www.manchester.ac.uk/materials
       •   www.electrooptic.com/
       •   www.yourtotalhealth.ivillage.com
       •   www.truthaboutabs.com
       •   www.biochain.com
       •   www.synbioproject.org




                                                                                   12
13
13

More Related Content

What's hot (20)

chameleon chip
chameleon chipchameleon chip
chameleon chip
Sucharita Bohidar
 
pill camera
pill camerapill camera
pill camera
nidhin999
 
electronics seminar ppt
electronics seminar pptelectronics seminar ppt
electronics seminar ppt
Vibhu Mishra
 
Seminar report Of Touchless Touchscreen
Seminar report Of Touchless TouchscreenSeminar report Of Touchless Touchscreen
Seminar report Of Touchless Touchscreen
Lovely Professional University
 
Brain-Computer Interface (BCI)-Seminar Report
Brain-Computer Interface (BCI)-Seminar ReportBrain-Computer Interface (BCI)-Seminar Report
Brain-Computer Interface (BCI)-Seminar Report
josnapv
 
NIGHT VISION TECHNOLOGY
NIGHT VISION TECHNOLOGYNIGHT VISION TECHNOLOGY
NIGHT VISION TECHNOLOGY
PRUTHVI RAJ BANDA
 
45891026 brain-computer-interface-seminar-report
45891026 brain-computer-interface-seminar-report45891026 brain-computer-interface-seminar-report
45891026 brain-computer-interface-seminar-report
kapilpanwariet
 
Brain Computer Interface ppt
Brain Computer Interface pptBrain Computer Interface ppt
Brain Computer Interface ppt
Aman Kumar
 
BRAIN COMPUTER INTERFACE(BCI)
BRAIN COMPUTER INTERFACE(BCI)BRAIN COMPUTER INTERFACE(BCI)
BRAIN COMPUTER INTERFACE(BCI)
josnapv
 
E paper
E paper E paper
E paper
Manjunath C Harapanahalli
 
Screenless displays seminar report
Screenless displays seminar reportScreenless displays seminar report
Screenless displays seminar report
Jeevan Kumar D
 
MicroC/OS-II
MicroC/OS-IIMicroC/OS-II
MicroC/OS-II
Digicomm Semiconductor Private Limited
 
03 image transform
03 image transform03 image transform
03 image transform
Rumah Belajar
 
Phonet
PhonetPhonet
Phonet
Arijit Chakraborty
 
Night vision technology ppt
Night vision technology pptNight vision technology ppt
Night vision technology ppt
Ekta Singh
 
Touch screen with feelings-T-PaD
Touch screen with feelings-T-PaDTouch screen with feelings-T-PaD
Touch screen with feelings-T-PaD
KarthikaHarikarthika
 
Pill Camera ppt
Pill Camera pptPill Camera ppt
Pill Camera ppt
Avinash Kunapareddy
 
artificial eye
artificial eyeartificial eye
artificial eye
Rajeshwari Raji
 
seminar report on night vision technology
seminar report on night vision technologyseminar report on night vision technology
seminar report on night vision technology
Amit Satyam
 
E.s unit 6
E.s unit 6E.s unit 6
E.s unit 6
Sneha Chopra
 

Viewers also liked (20)

Artificial vision
Artificial visionArtificial vision
Artificial vision
Brundha Sholaganga
 
The Veri Chip
The Veri ChipThe Veri Chip
The Veri Chip
Carollandkrohn
 
ppt on embedded system
ppt on embedded systemppt on embedded system
ppt on embedded system
manish katara
 
The bionic eye
The bionic eyeThe bionic eye
The bionic eye
soumyaalma
 
Haptic Technology ppt
Haptic Technology pptHaptic Technology ppt
Haptic Technology ppt
Arun Sivaraj
 
APPLICATIONS OF NANOTECHNOLOGY IN ELECTRONICS.
APPLICATIONS OF NANOTECHNOLOGY IN ELECTRONICS.APPLICATIONS OF NANOTECHNOLOGY IN ELECTRONICS.
APPLICATIONS OF NANOTECHNOLOGY IN ELECTRONICS.
VIKAS KUMAR
 
Brain Fingerprinting PPT
Brain Fingerprinting PPTBrain Fingerprinting PPT
Brain Fingerprinting PPT
Vishnu Mysterio
 
Autonomous cars
Autonomous carsAutonomous cars
Autonomous cars
Anmol Parimoo
 
Haptics ppt
Haptics pptHaptics ppt
Haptics ppt
Surabhi Sadhwani
 
Haptic technology
Haptic technologyHaptic technology
Haptic technology
Chanakya Chandu
 
Wireless charging ppt
Wireless charging pptWireless charging ppt
Wireless charging ppt
M.k. Aio Lord Shiva
 
Wireless charging ppt
Wireless charging pptWireless charging ppt
Wireless charging ppt
Manjunath Kareppagoudr
 
Brain fingerprinting
Brain fingerprintingBrain fingerprinting
Brain fingerprinting
Priyodarshini Dhar
 
Artificial eye
Artificial eyeArtificial eye
Artificial eye
Rakesh Mairembam
 
Wireless communication
Wireless communicationWireless communication
Wireless communication
Darshan Maru
 
Nanotechnology ppt
Nanotechnology pptNanotechnology ppt
Nanotechnology ppt
kirtisingh2011
 
Wireless charging of mobile PPT.
Wireless charging of mobile PPT.Wireless charging of mobile PPT.
Wireless charging of mobile PPT.
Krishna Teja
 
Virtual Medicine and the Role of Entrepreneurs
Virtual Medicine and the Role of EntrepreneursVirtual Medicine and the Role of Entrepreneurs
Virtual Medicine and the Role of Entrepreneurs
Howard Reis
 
OrganicFlowers (5)
OrganicFlowers (5)OrganicFlowers (5)
OrganicFlowers (5)
Jessie Keith
 
驚世預言 - 獸印 - MonDex Smartcard Verichip
驚世預言 - 獸印 - MonDex Smartcard Verichip驚世預言 - 獸印 - MonDex Smartcard Verichip
驚世預言 - 獸印 - MonDex Smartcard Verichip
jack Yeung
 
ppt on embedded system
ppt on embedded systemppt on embedded system
ppt on embedded system
manish katara
 
The bionic eye
The bionic eyeThe bionic eye
The bionic eye
soumyaalma
 
Haptic Technology ppt
Haptic Technology pptHaptic Technology ppt
Haptic Technology ppt
Arun Sivaraj
 
APPLICATIONS OF NANOTECHNOLOGY IN ELECTRONICS.
APPLICATIONS OF NANOTECHNOLOGY IN ELECTRONICS.APPLICATIONS OF NANOTECHNOLOGY IN ELECTRONICS.
APPLICATIONS OF NANOTECHNOLOGY IN ELECTRONICS.
VIKAS KUMAR
 
Brain Fingerprinting PPT
Brain Fingerprinting PPTBrain Fingerprinting PPT
Brain Fingerprinting PPT
Vishnu Mysterio
 
Wireless communication
Wireless communicationWireless communication
Wireless communication
Darshan Maru
 
Wireless charging of mobile PPT.
Wireless charging of mobile PPT.Wireless charging of mobile PPT.
Wireless charging of mobile PPT.
Krishna Teja
 
Virtual Medicine and the Role of Entrepreneurs
Virtual Medicine and the Role of EntrepreneursVirtual Medicine and the Role of Entrepreneurs
Virtual Medicine and the Role of Entrepreneurs
Howard Reis
 
OrganicFlowers (5)
OrganicFlowers (5)OrganicFlowers (5)
OrganicFlowers (5)
Jessie Keith
 
驚世預言 - 獸印 - MonDex Smartcard Verichip
驚世預言 - 獸印 - MonDex Smartcard Verichip驚世預言 - 獸印 - MonDex Smartcard Verichip
驚世預言 - 獸印 - MonDex Smartcard Verichip
jack Yeung
 

Similar to Artificial vision using embedded system (20)

Arti
ArtiArti
Arti
Abdul Wadood Shaik
 
plasitc
plasitcplasitc
plasitc
Abdul Wadood Shaik
 
Iaetsd silverline for the blind
Iaetsd silverline for the blindIaetsd silverline for the blind
Iaetsd silverline for the blind
Iaetsd Iaetsd
 
Artificial Implants and the Field of Visual Prosthesis
Artificial Implants and the Field of Visual ProsthesisArtificial Implants and the Field of Visual Prosthesis
Artificial Implants and the Field of Visual Prosthesis
Brittney Pfeifer
 
Artifcial Eye
Artifcial EyeArtifcial Eye
Artifcial Eye
Christian Bibentyo Mtbg
 
Artificial silicon ratina
Artificial silicon ratinaArtificial silicon ratina
Artificial silicon ratina
Rahul Gupta
 
Artificial Vision Using System No Blinds In The World
Artificial Vision Using System No Blinds In The WorldArtificial Vision Using System No Blinds In The World
Artificial Vision Using System No Blinds In The World
R.PRABHU R.RAJENDRAN
 
Asr
AsrAsr
Asr
Jumy Johny
 
Bionic eye hard copy
Bionic eye hard copyBionic eye hard copy
Bionic eye hard copy
Nikhil Raj
 
arti
artiarti
arti
sindhujha ravichandran
 
ARTIFICIAL RETINA USING THIN FILM TRANSISTORS DRIVEN BY WIRELESS POWER SUPPLY
ARTIFICIAL RETINA USING THIN FILM TRANSISTORS DRIVEN BY WIRELESS POWER SUPPLYARTIFICIAL RETINA USING THIN FILM TRANSISTORS DRIVEN BY WIRELESS POWER SUPPLY
ARTIFICIAL RETINA USING THIN FILM TRANSISTORS DRIVEN BY WIRELESS POWER SUPPLY
Maniroop Badam
 
Blind people
Blind peopleBlind people
Blind people
aravind_
 
artificial retina
artificial retinaartificial retina
artificial retina
Karthik Bhole
 
Bionic eye
Bionic eyeBionic eye
Bionic eye
BHAVANASAMANTHAPUDI
 
Basic overview of an artificial eye
Basic overview of an artificial eyeBasic overview of an artificial eye
Basic overview of an artificial eye
Tabish Ansar
 
A Biomedical Smart Sensor for Visually impaired
A Biomedical Smart Sensor for Visually impairedA Biomedical Smart Sensor for Visually impaired
A Biomedical Smart Sensor for Visually impaired
Dinesh Mv
 
49540326 electronic-eye
49540326 electronic-eye49540326 electronic-eye
49540326 electronic-eye
Pavan Kumar
 
Artificial retina [shweta]
Artificial retina [shweta]Artificial retina [shweta]
Artificial retina [shweta]
Shweta Kumari
 
medical biometry
medical biometrymedical biometry
medical biometry
kavita bansal
 
Bionic eye.pptx
Bionic eye.pptxBionic eye.pptx
Bionic eye.pptx
AnahitaShroff
 
Iaetsd silverline for the blind
Iaetsd silverline for the blindIaetsd silverline for the blind
Iaetsd silverline for the blind
Iaetsd Iaetsd
 
Artificial Implants and the Field of Visual Prosthesis
Artificial Implants and the Field of Visual ProsthesisArtificial Implants and the Field of Visual Prosthesis
Artificial Implants and the Field of Visual Prosthesis
Brittney Pfeifer
 
Artificial silicon ratina
Artificial silicon ratinaArtificial silicon ratina
Artificial silicon ratina
Rahul Gupta
 
Artificial Vision Using System No Blinds In The World
Artificial Vision Using System No Blinds In The WorldArtificial Vision Using System No Blinds In The World
Artificial Vision Using System No Blinds In The World
R.PRABHU R.RAJENDRAN
 
Bionic eye hard copy
Bionic eye hard copyBionic eye hard copy
Bionic eye hard copy
Nikhil Raj
 
ARTIFICIAL RETINA USING THIN FILM TRANSISTORS DRIVEN BY WIRELESS POWER SUPPLY
ARTIFICIAL RETINA USING THIN FILM TRANSISTORS DRIVEN BY WIRELESS POWER SUPPLYARTIFICIAL RETINA USING THIN FILM TRANSISTORS DRIVEN BY WIRELESS POWER SUPPLY
ARTIFICIAL RETINA USING THIN FILM TRANSISTORS DRIVEN BY WIRELESS POWER SUPPLY
Maniroop Badam
 
Blind people
Blind peopleBlind people
Blind people
aravind_
 
Basic overview of an artificial eye
Basic overview of an artificial eyeBasic overview of an artificial eye
Basic overview of an artificial eye
Tabish Ansar
 
A Biomedical Smart Sensor for Visually impaired
A Biomedical Smart Sensor for Visually impairedA Biomedical Smart Sensor for Visually impaired
A Biomedical Smart Sensor for Visually impaired
Dinesh Mv
 
49540326 electronic-eye
49540326 electronic-eye49540326 electronic-eye
49540326 electronic-eye
Pavan Kumar
 
Artificial retina [shweta]
Artificial retina [shweta]Artificial retina [shweta]
Artificial retina [shweta]
Shweta Kumari
 

Recently uploaded (20)

Splunk Leadership Forum Wien - 20.05.2025
Splunk Leadership Forum Wien - 20.05.2025Splunk Leadership Forum Wien - 20.05.2025
Splunk Leadership Forum Wien - 20.05.2025
Splunk
 
Protecting Your Sensitive Data with Microsoft Purview - IRMS 2025
Protecting Your Sensitive Data with Microsoft Purview - IRMS 2025Protecting Your Sensitive Data with Microsoft Purview - IRMS 2025
Protecting Your Sensitive Data with Microsoft Purview - IRMS 2025
Nikki Chapple
 
Building Agents with LangGraph & Gemini
Building Agents with LangGraph &  GeminiBuilding Agents with LangGraph &  Gemini
Building Agents with LangGraph & Gemini
HusseinMalikMammadli
 
Contributing to WordPress With & Without Code.pptx
Contributing to WordPress With & Without Code.pptxContributing to WordPress With & Without Code.pptx
Contributing to WordPress With & Without Code.pptx
Patrick Lumumba
 
Kubernetes Cloud Native Indonesia Meetup - May 2025
Kubernetes Cloud Native Indonesia Meetup - May 2025Kubernetes Cloud Native Indonesia Meetup - May 2025
Kubernetes Cloud Native Indonesia Meetup - May 2025
Prasta Maha
 
TrustArc Webinar: Mastering Privacy Contracting
TrustArc Webinar: Mastering Privacy ContractingTrustArc Webinar: Mastering Privacy Contracting
TrustArc Webinar: Mastering Privacy Contracting
TrustArc
 
ECS25 - The adventures of a Microsoft 365 Platform Owner - Website.pptx
ECS25 - The adventures of a Microsoft 365 Platform Owner - Website.pptxECS25 - The adventures of a Microsoft 365 Platform Owner - Website.pptx
ECS25 - The adventures of a Microsoft 365 Platform Owner - Website.pptx
Jasper Oosterveld
 
Agentic AI - The New Era of Intelligence
Agentic AI - The New Era of IntelligenceAgentic AI - The New Era of Intelligence
Agentic AI - The New Era of Intelligence
Muzammil Shah
 
Supercharge Your AI Development with Local LLMs
Supercharge Your AI Development with Local LLMsSupercharge Your AI Development with Local LLMs
Supercharge Your AI Development with Local LLMs
Francesco Corti
 
Offshore IT Support: Balancing In-House and Offshore Help Desk Technicians
Offshore IT Support: Balancing In-House and Offshore Help Desk TechniciansOffshore IT Support: Balancing In-House and Offshore Help Desk Technicians
Offshore IT Support: Balancing In-House and Offshore Help Desk Technicians
john823664
 
Master tester AI toolbox - Kari Kakkonen at Testaus ja AI 2025 Professio
Master tester AI toolbox - Kari Kakkonen at Testaus ja AI 2025 ProfessioMaster tester AI toolbox - Kari Kakkonen at Testaus ja AI 2025 Professio
Master tester AI toolbox - Kari Kakkonen at Testaus ja AI 2025 Professio
Kari Kakkonen
 
Gihbli AI and Geo sitution |use/misuse of Ai Technology
Gihbli AI and Geo sitution |use/misuse of Ai TechnologyGihbli AI and Geo sitution |use/misuse of Ai Technology
Gihbli AI and Geo sitution |use/misuse of Ai Technology
zainkhurram1111
 
SDG 9000 Series: Unleashing multigigabit everywhere
SDG 9000 Series: Unleashing multigigabit everywhereSDG 9000 Series: Unleashing multigigabit everywhere
SDG 9000 Series: Unleashing multigigabit everywhere
Adtran
 
Agentic AI Explained: The Next Frontier of Autonomous Intelligence & Generati...
Agentic AI Explained: The Next Frontier of Autonomous Intelligence & Generati...Agentic AI Explained: The Next Frontier of Autonomous Intelligence & Generati...
Agentic AI Explained: The Next Frontier of Autonomous Intelligence & Generati...
Aaryan Kansari
 
Multistream in SIP and NoSIP @ OpenSIPS Summit 2025
Multistream in SIP and NoSIP @ OpenSIPS Summit 2025Multistream in SIP and NoSIP @ OpenSIPS Summit 2025
Multistream in SIP and NoSIP @ OpenSIPS Summit 2025
Lorenzo Miniero
 
SAP Sapphire 2025 ERP1612 Enhancing User Experience with SAP Fiori and AI
SAP Sapphire 2025 ERP1612 Enhancing User Experience with SAP Fiori and AISAP Sapphire 2025 ERP1612 Enhancing User Experience with SAP Fiori and AI
SAP Sapphire 2025 ERP1612 Enhancing User Experience with SAP Fiori and AI
Peter Spielvogel
 
Introducing FME Realize: A New Era of Spatial Computing and AR
Introducing FME Realize: A New Era of Spatial Computing and ARIntroducing FME Realize: A New Era of Spatial Computing and AR
Introducing FME Realize: A New Era of Spatial Computing and AR
Safe Software
 
Introducing the OSA 3200 SP and OSA 3250 ePRC
Introducing the OSA 3200 SP and OSA 3250 ePRCIntroducing the OSA 3200 SP and OSA 3250 ePRC
Introducing the OSA 3200 SP and OSA 3250 ePRC
Adtran
 
New Ways to Reduce Database Costs with ScyllaDB
New Ways to Reduce Database Costs with ScyllaDBNew Ways to Reduce Database Costs with ScyllaDB
New Ways to Reduce Database Costs with ScyllaDB
ScyllaDB
 
Introducing Ensemble Cloudlet vRouter
Introducing Ensemble  Cloudlet vRouterIntroducing Ensemble  Cloudlet vRouter
Introducing Ensemble Cloudlet vRouter
Adtran
 
Splunk Leadership Forum Wien - 20.05.2025
Splunk Leadership Forum Wien - 20.05.2025Splunk Leadership Forum Wien - 20.05.2025
Splunk Leadership Forum Wien - 20.05.2025
Splunk
 
Protecting Your Sensitive Data with Microsoft Purview - IRMS 2025
Protecting Your Sensitive Data with Microsoft Purview - IRMS 2025Protecting Your Sensitive Data with Microsoft Purview - IRMS 2025
Protecting Your Sensitive Data with Microsoft Purview - IRMS 2025
Nikki Chapple
 
Building Agents with LangGraph & Gemini
Building Agents with LangGraph &  GeminiBuilding Agents with LangGraph &  Gemini
Building Agents with LangGraph & Gemini
HusseinMalikMammadli
 
Contributing to WordPress With & Without Code.pptx
Contributing to WordPress With & Without Code.pptxContributing to WordPress With & Without Code.pptx
Contributing to WordPress With & Without Code.pptx
Patrick Lumumba
 
Kubernetes Cloud Native Indonesia Meetup - May 2025
Kubernetes Cloud Native Indonesia Meetup - May 2025Kubernetes Cloud Native Indonesia Meetup - May 2025
Kubernetes Cloud Native Indonesia Meetup - May 2025
Prasta Maha
 
TrustArc Webinar: Mastering Privacy Contracting
TrustArc Webinar: Mastering Privacy ContractingTrustArc Webinar: Mastering Privacy Contracting
TrustArc Webinar: Mastering Privacy Contracting
TrustArc
 
ECS25 - The adventures of a Microsoft 365 Platform Owner - Website.pptx
ECS25 - The adventures of a Microsoft 365 Platform Owner - Website.pptxECS25 - The adventures of a Microsoft 365 Platform Owner - Website.pptx
ECS25 - The adventures of a Microsoft 365 Platform Owner - Website.pptx
Jasper Oosterveld
 
Agentic AI - The New Era of Intelligence
Agentic AI - The New Era of IntelligenceAgentic AI - The New Era of Intelligence
Agentic AI - The New Era of Intelligence
Muzammil Shah
 
Supercharge Your AI Development with Local LLMs
Supercharge Your AI Development with Local LLMsSupercharge Your AI Development with Local LLMs
Supercharge Your AI Development with Local LLMs
Francesco Corti
 
Offshore IT Support: Balancing In-House and Offshore Help Desk Technicians
Offshore IT Support: Balancing In-House and Offshore Help Desk TechniciansOffshore IT Support: Balancing In-House and Offshore Help Desk Technicians
Offshore IT Support: Balancing In-House and Offshore Help Desk Technicians
john823664
 
Master tester AI toolbox - Kari Kakkonen at Testaus ja AI 2025 Professio
Master tester AI toolbox - Kari Kakkonen at Testaus ja AI 2025 ProfessioMaster tester AI toolbox - Kari Kakkonen at Testaus ja AI 2025 Professio
Master tester AI toolbox - Kari Kakkonen at Testaus ja AI 2025 Professio
Kari Kakkonen
 
Gihbli AI and Geo sitution |use/misuse of Ai Technology
Gihbli AI and Geo sitution |use/misuse of Ai TechnologyGihbli AI and Geo sitution |use/misuse of Ai Technology
Gihbli AI and Geo sitution |use/misuse of Ai Technology
zainkhurram1111
 
SDG 9000 Series: Unleashing multigigabit everywhere
SDG 9000 Series: Unleashing multigigabit everywhereSDG 9000 Series: Unleashing multigigabit everywhere
SDG 9000 Series: Unleashing multigigabit everywhere
Adtran
 
Agentic AI Explained: The Next Frontier of Autonomous Intelligence & Generati...
Agentic AI Explained: The Next Frontier of Autonomous Intelligence & Generati...Agentic AI Explained: The Next Frontier of Autonomous Intelligence & Generati...
Agentic AI Explained: The Next Frontier of Autonomous Intelligence & Generati...
Aaryan Kansari
 
Multistream in SIP and NoSIP @ OpenSIPS Summit 2025
Multistream in SIP and NoSIP @ OpenSIPS Summit 2025Multistream in SIP and NoSIP @ OpenSIPS Summit 2025
Multistream in SIP and NoSIP @ OpenSIPS Summit 2025
Lorenzo Miniero
 
SAP Sapphire 2025 ERP1612 Enhancing User Experience with SAP Fiori and AI
SAP Sapphire 2025 ERP1612 Enhancing User Experience with SAP Fiori and AISAP Sapphire 2025 ERP1612 Enhancing User Experience with SAP Fiori and AI
SAP Sapphire 2025 ERP1612 Enhancing User Experience with SAP Fiori and AI
Peter Spielvogel
 
Introducing FME Realize: A New Era of Spatial Computing and AR
Introducing FME Realize: A New Era of Spatial Computing and ARIntroducing FME Realize: A New Era of Spatial Computing and AR
Introducing FME Realize: A New Era of Spatial Computing and AR
Safe Software
 
Introducing the OSA 3200 SP and OSA 3250 ePRC
Introducing the OSA 3200 SP and OSA 3250 ePRCIntroducing the OSA 3200 SP and OSA 3250 ePRC
Introducing the OSA 3200 SP and OSA 3250 ePRC
Adtran
 
New Ways to Reduce Database Costs with ScyllaDB
New Ways to Reduce Database Costs with ScyllaDBNew Ways to Reduce Database Costs with ScyllaDB
New Ways to Reduce Database Costs with ScyllaDB
ScyllaDB
 
Introducing Ensemble Cloudlet vRouter
Introducing Ensemble  Cloudlet vRouterIntroducing Ensemble  Cloudlet vRouter
Introducing Ensemble Cloudlet vRouter
Adtran
 

Artificial vision using embedded system

  • 1. d) Ocular prosthetics. e) Braille type writer. ARTIFICIAL VISION USING Revolution in miniaturization, EMBEDDED SYSTEM nanotechnology, image processing etc has paved way for vision. Blindness at any stage “NO BLINDS IN THE can be averted. Adaptability of humans made implantations flexible. WORLD” ARTIFICIAL VISION – NO MORE BLIND ABSTRACT INTRODUCTION: When you are in the dark even your shadow Genetic defects or injury may cause blindness at any evades you’, this might sound cliché but its time during the life of a person. The visually true in the case of millions who cannot see. impaired are the most unfortunate people bearing Injuries or genetic defects may cause darkness throughout their life. A blind mans quench for vision has made destinated science to blindness at any stage of life and this is really tour its journey. Since vision depends mainly on unfortunate. This paper looks at an adept way nervous system, it would mean trying to heal or to overcome this adverse glitch in humans and change the nervous system. It would be better to tell visionise the blind. Since vision depends -“we see with our brains than with our eyes”. The sole principle used to visionise a blind is mainly on nervous system, it would mean –“DECEIVING OUR BRAINS”. Evolution in trying to heal or change the nervous system. It miniaturization, nanotechnology, image processing would be better to say -“we see with our etc has paved way for vision. Blindness at any stage brains than with our eyes”. The sole principle can be averted. Adaptability of humans made implantations flexible. The credential part of this used to visionise a blind is – “DECEIVING paper focuses on five different methods available as OUR BRAINS”. on now for the noble cause of vision. Miraculous innovations occur when two a) Microchips. branches of science merge and in this case b) Nano tube implant. medical and engineering sciences come c) Digital artificial vision. together with such methods to evade blindness. The credential part of this paper d) Ocular prosthetics. focuses on these methods, e) Braille type writer. a) Microchips. Our advancements have surpassed human brains in accuracy. The novel idea is “With these method the b) Nano tube implant. brain should not feel the difference whether the signal came from a natural, healthy or from our c) Digital artificial vision. 1
  • 2. implant retina.” A key note on future scope is also discussed in this paper. Human visual system: Prosthetics are artificial substitutions to the organs of the body which are disabled. Neurons of the human visual system exhibit electrical properties.Cornea (dome), pupil (center of iris), crystalline lens (inverted), vitreous retina (into electrical pulses), optic nerves and occipital lobe constitute basic parts of eye. Retinal “Transducer”: An equivalent circuit of a retina is realized using - A distributed MOSFET - Three MOSFETs - Two Photo Diodes - Two Current Mirrors The functions of Photoreceptors, Bipolar Cells and Horizontal cells are implemented by this circuit. Neurons send and receive electro-chemical signals to and from the brain up to 200mph.The chemicals like sodium and potassium cause an electrical signal in the neurons. When a neuron is not sending a signal, it is “at rest”, then the inside of the neuron is negative with respect to outside. The resting membrane of the neuron is about -70mv. When the depolarization reaches about -55mv the neuron then fire an action potential 1) DIGITAL ARTIFICIAL VISION: (signal). This is the threshold level. When the When a person is born blind, inwardly his action potential is fired we start to visualize. optic nerve would not function properly. We cannot use any retinal stimulation methods.The artificial vision system consists of a miniature camera mounted on eyeglasses and ultrasonic range finder, 1 frame grabber, 2
  • 3. 1 microcomputer, 1 stimulus generation -1 0 1 module, 2 implanted electrode arrays. 0 1 2 DESCRIPTION OF DIFFERENT PARTS OF MICROCONTROLLER: AVS: Controls the simulating electrodes MICROCOMPUTER: Simulation delivered to each electrode This microcomputer consists of two parts typically consists of a train of six pulses Sub-notebook computer: delivered at 30 Hz to produce each frame of the image at a speed of 8 frames per second The new sub-notebook computer employs a ELECTRODE IMPLANTATION: 233 MHz processor, 32 MB of RAM, 4 GB hard disk, LCD screen and keyboard. Electrode implantation is one of the most critical jobs in this artificial vision system. Interfaces with camera. Important areas of computing are The first step done in this electrode magnification in software (C, C++). implantation is perforating a platinum foil ground plant with a hexagonal array of 5 mm b) Micro controller: diameter holes on 3 mm centers on the skull at the right occipital lobe. Simulation delivered to each electrode typically consists of a train of six pulses delivered at 30 Hz to produce each frame of the image at a speed of 8 frames per second. IMAGE PROCESSING (EDGE DETECTION): Edge detection through SOBEL filters is the most common approach. The gradient vectors of SOBEL filter are Gx and Gy. The masks used to implement these two equations are called Sobel operators Gx= (Z3 + 2Z8 + Z9) - (Z1 + 2Z2 + Z3) 68 flat platinum electrodes of 1mm diameter Gy= (Z3 + 2Z6 + Z9) - (Z1 + 2Z4 + Z7) are pierced from the center of the holes on the platinum foil ground plant into the nucleus of neurons of the occipital lobe Each electrode is connected by a separate Teflon insulated insulated wire to a connector 0 1 2 contained in the pedestal. A group of wires from the belt mounted signal -1 0 1 processor are connected to the connector 2 -1 0 mated to the pedestal. The groups of wires pass the electrical impulses which are generated by the processor with respect to the 2 -1 0 image being seen by the video camera.When the electrode is stimulated by the processor by 3
  • 4. sending an electrical impulse, the electrode produces 1-4 closely spaced phosphenes (light spots seen by visual field). By sending the electrical impulses in different combinations Analog signal Digital signal and permutations the phosphense can be Video camera NTSC link created in a regular fashion describing the Edge Sub-notebook computer image. Micro controller Detected image Electrical edged Electrodes (phosphenes) image Visual field impulses PROCESS & THE IMAGE CREATED IN THE VISION FIELD OF A BLIND HUMAN: 2) BRAILLE TYPE WRITER: • Used majorly for deaf –blind, whose only mode of communication remains as sense of touch. • A miniature glass is mounted as above. • Using a signal processor synchronized signals are converted to pricking pulses, which is sensed on a pad interfaced on the stomach or hand of blind. • Braille is a system of reading and writing using raised dots in cells of six that represents alphabets, pictures, obstacles etc. • Braille is written on heavy paper using either a slate and stylus, or a braille-writing machine (brailler) 4
  • 5. The deaf-blind has to undergo training for about 6 months to oneyear. The original image seen by the camera and phosphene image seen by the visual field in the brain of the blind human are as shown as per his capability to grab 3) OCULAR PROSTHESIS (FALSE EYE): Traumatic accidents and treatment of ocular and orbital cancers, blind and painful eyes, and other diseases sometimes lead to the need for reconstruction of the orbit (eye socket). Also orbital implant called (enucleation). • The false eye is designed after taking moldings of the patient’s orbital tissues and eyelids, such that, the prosthesis fits nicely and comfortably. • The BIONIC EYE implants are of porous polyethylene, (Medpor), and of aluminum oxide, (Bioceramic) or hydroxyapatite, kryolite glass or acrylic materials. • After implant they allow blood vessels to grow in them. • Usually there is a significant build-up of salt and protein deposits on the eye in one year's time. Polishing removes these potentially irritating deposits. • Artificial drops are added to desilt eye. • After orbital implant, it is difficult for the casual observer to distinguish the natural eye from the implant. • Currently camera of 100*100 pixels has been implemented. 5
  • 6. 6
  • 7. 4) NANOTUBES AND NANOBATTERIES: 7
  • 8. Nano Vision Chip System: • Age related retinal diseases like macular dysfunction, retinitis pigmentosa can be averted using nano tubes. • Normally, when light rays or images are focused by the lens of the eye onto the retina, light-sensitive cells called "rods" and "cones" convert the light into electrical impulses that travel to the brain and are interpreted as images of the world around us. "[The retina] actually does some of the image processing, and then sends this information to the brain, and so we see. The Nano Vision Chip System consists of 1. A low Power CMOS camera mounted on a spectacle. 2. A Image processing device 3. Transmission device 4. Signal conditioner 5. Electrode array 8
  • 9. CNT at Nano scale reduces background noise, magnifies signal and provides desired redundance. • Zinc oxide nano wires are used here to transfer the signal from the signal conditioner to the CNT array. • Nano batteries have long shelf life, predicted to last for 15-20 years. The NVCS working can be studied as two parts – Intraocular and Extra ocular Extraocular (Outside the Eye) • The Images are received by the CMOS camera • The microprocessor based image processor processes the images thus received. The processing may be either digital image processing or neural based image processing. • The signal so obtained is PWM encoded and modulated using ASK. 5) MEMS: (MEMS) based adaptive optics phoropter. When light enters the eye, nearly 127 million rods and cones, which are the photoreceptors in the retina, initiate a series of electrical signals so rapid that the images the eye receives appear to be continuously updated in a seamless process. A breakdown in this light-conversion process can lead to vision impairment or loss of sight. A new optical device, called the microelectromechanical systems– (MEMS-) based adaptive optics phoropter (MAOP), will greatly improve this process. It allows clinicians to integrate a computer- calculated measurement of eyesight with a patient’s response to the target image. Patients can immediately see how objects will look—and the clinician can adjust the prescription—before they are fitted for contacts or undergo surgery. As a result, patients will experience better vision correction outcomes, especially with custom contact lenses or laser refractive surgery. A microelectrode array developed for a retinal prosthesis device. The electrodes are embedded in silicone-based substrate polydimethylsiloxane (PDMS). PDMS is a promising material for the microelectrode array, providing flexibility, robustness, and biocompatibility for long-term implantation. The array will serve as the interface between an electronic imaging system and the eye, providing electrical stimulation normally generated by the photoreceptors that convert visual signals to electrical signals transmitted to the optic 9
  • 10. nerves. The electrode array is embedded in a silicone-based substrate, polydimethylsiloxane (PDMS). a) A prototype of polydimethylsiloxane (PDMS) array used in testing. (b) Cross-section of an eight-electrode PDMS device shows conductive lead and electrode metallization contained between two layers of PDMS. Reinforcement ribs facilitate handling of the thin PDMS device. A tack hole is used to pin the device to the retina. The device is designed to be epiretinal; that is, it will be placed on the surface of the retina inside the eye. The implant will overlap the center of the eye’s visual field, which is the area affected in macular degeneration. Once implanted, a small camera attached to eyeglasses will capture a video signal that will be processed and transmitted inside the eye using a radio-frequency (rf) link. The rf link is composed of an external rf coil that will either be part of the eyeglass apparatus or will rest on the eyeball like a contact lens. Another rf coil inside the eye will pick up the signal and transmit it to electronics that will format the signal for stimulating the electrode array. The power for the circuitry, or microchip system, will be provided inductively through transcutaneous coupling. That is, a coil attached to a battery on the side of the eyeglasses will inductively generate power in a coil parallel to it under the skin. 10
  • 11. FUTURE APPLICATIONS: 1. As now, only black and white images are seen by this AVS system, research is being carried to visualize coloured images by using optical fiber technology. 2. Research is being carried to replace the electrode implantation with ray or wave devices 3. Reduction of electrodes to 4, by operating into optic nerve directly. It involves usage of stimulator chip, radio antenna and signal processor. 11
  • 12. 4. Electrical signaling, osmotic pumping, and molecular detection. 5. In the future the whole setup (excluding the camera) in NVCS can be nano fabricated on a single chip thereby making it more feasible and sophisticated. CONCLUSION: • This invention is not only the fruit of one branch of science; it involves the participation of different branches of science. • This concludes every professional relating to a branch of science should have a interesting view towards other branches of science also. • “WISHING A REMARKABLE PROGRESS IN THE DEVELOPMENT OF THIS ARTIFICIAL VISION SYSTEM, SUCH THAT EACH AND EVERY BLIND PERSON TODAY, IS NEVER A BLIND TOMMOROW.” • Striving to eliminate the word “BLIND” from our vocabulary. REFERENCE: • http://www.sciencedaily.com • www.manchester.ac.uk/materials • www.electrooptic.com/ • www.yourtotalhealth.ivillage.com • www.truthaboutabs.com • www.biochain.com • www.synbioproject.org 12
  • 13. 13
  • 14. 13