so I want to start my talk with question so we especially you guys who are
so we especially you guys who are
so we especially you guys who are attending or many of you attending
attending or many of you attending
attending or many of you attending medical universities know that we humans
medical universities know that we humans
medical universities know that we humans are equipped with five different senses
are equipped with five different senses
are equipped with five different senses we have sense of smell taste touch
we have sense of smell taste touch
we have sense of smell taste touch hearing and vision so if I will ask you
hearing and vision so if I will ask you
hearing and vision so if I will ask you a hypothetical question somebody comes
a hypothetical question somebody comes
a hypothetical question somebody comes to you and ask you give away four out of
to you and ask you give away four out of
to you and ask you give away four out of your senses leaving you with just one
your senses leaving you with just one
your senses leaving you with just one which one will it be which one is the
which one will it be which one is the
which one will it be which one is the one which you consider the most
one which you consider the most
one which you consider the most important let’s have a quick show of
important let’s have a quick show of
important let’s have a quick show of hands let’s say who will decide to stay
hands let’s say who will decide to stay
hands let’s say who will decide to stay with their sense of smell okay not okay
with their sense of smell okay not okay
with their sense of smell okay not okay what about taste okay what about hearing
what about taste okay what about hearing
what about taste okay what about hearing I think we have many professional
I think we have many professional
I think we have many professional musicians or those who inspire to be
musicians or those who inspire to be
musicians or those who inspire to be musicians okay touch okay some of you
musicians okay touch okay some of you
musicians okay touch okay some of you what about vision all right
what about vision all right
what about vision all right all right that’s what I wanted to hear
all right that’s what I wanted to hear
all right that’s what I wanted to hear so most of us actually perceive sense of
so most of us actually perceive sense of
so most of us actually perceive sense of vision as the most important sense with
vision as the most important sense with
vision as the most important sense with which we interact with the world and we
which we interact with the world and we
which we interact with the world and we are probably right because over
are probably right because over
are probably right because over two-thirds of our sensory cells are
two-thirds of our sensory cells are
two-thirds of our sensory cells are actually located in our eyes and ability
actually located in our eyes and ability
actually located in our eyes and ability to see color is one of the most
to see color is one of the most
to see color is one of the most important part of that vision we
important part of that vision we
important part of that vision we obviously use it to see shapes and
obviously use it to see shapes and
obviously use it to see shapes and distances but our ability to sense color
distances but our ability to sense color
distances but our ability to sense color is very important so as shown on the
is very important so as shown on the
is very important so as shown on the slides many of you know that those cones
slides many of you know that those cones
slides many of you know that those cones is not something from the ice-cream
is not something from the ice-cream
is not something from the ice-cream store we’re going to talk about cones
store we’re going to talk about cones
store we’re going to talk about cones and rods which are located on the back
and rods which are located on the back
and rods which are located on the back of your retina so how we see light so
of your retina so how we see light so
of your retina so how we see light so when light is reflected from an object
when light is reflected from an object
when light is reflected from an object like this carpet for example the red
like this carpet for example the red
like this carpet for example the red part of the light gets back to your eye
part of the light gets back to your eye
part of the light gets back to your eye get focus on your head
get focus on your head
get focus on your head and on the very back of your retina you
and on the very back of your retina you
and on the very back of your retina you have a layer of different cells which
have a layer of different cells which
have a layer of different cells which are actually sensing this light so the
are actually sensing this light so the
are actually sensing this light so the road cells are sensitive to low level of
road cells are sensitive to low level of
road cells are sensitive to low level of lights but they cannot distinguish color
lights but they cannot distinguish color
lights but they cannot distinguish color and you have three type of cells which
and you have three type of cells which
and you have three type of cells which have photoreceptors which are more
have photoreceptors which are more
have photoreceptors which are more sensitive to either red green or blue
sensitive to either red green or blue
sensitive to either red green or blue color so these cone cells are connected
color so these cone cells are connected
color so these cone cells are connected through the bipolar cells or like a
through the bipolar cells or like a
through the bipolar cells or like a messenger cells to the ganglion cells
messenger cells to the ganglion cells
messenger cells to the ganglion cells which then lead directly to your brain
which then lead directly to your brain
which then lead directly to your brain so in fact your eye is actually
so in fact your eye is actually
so in fact your eye is actually extension of your brain and I’m pretty
extension of your brain and I’m pretty
extension of your brain and I’m pretty happy with my color vision and probably
happy with my color vision and probably
happy with my color vision and probably most of you but I think what we don’t
most of you but I think what we don’t
most of you but I think what we don’t realize is there several limitation to
realize is there several limitation to
realize is there several limitation to our color vision so let’s just go
our color vision so let’s just go
our color vision so let’s just go through those so there are four main
through those so there are four main
through those so there are four main limitation a as I mentioned we have only
limitation a as I mentioned we have only
limitation a as I mentioned we have only three types of cones and many animals
three types of cones and many animals
three types of cones and many animals have more than three the champion among
have more than three the champion among
have more than three the champion among them is this creature called mantis
them is this creature called mantis
them is this creature called mantis shrimp it has not three not five not
shrimp it has not three not five not
shrimp it has not three not five not eight by twelve different photoreceptor
eight by twelve different photoreceptor
eight by twelve different photoreceptor cells and so for a long time you know
cells and so for a long time you know
cells and so for a long time you know physiologist or people who love science
physiologist or people who love science
physiologist or people who love science they were salivating over this thinking
they were salivating over this thinking
they were salivating over this thinking oh my gosh if we can see so many colors
oh my gosh if we can see so many colors
oh my gosh if we can see so many colors how many colors this mentorship can see
how many colors this mentorship can see
how many colors this mentorship can see but what you know there’s this kind of
but what you know there’s this kind of
but what you know there’s this kind of depiction of what you’re out see
depiction of what you’re out see
depiction of what you’re out see compared to the different receptors
compared to the different receptors
compared to the different receptors which this mantis shrimp have inside
which this mantis shrimp have inside
which this mantis shrimp have inside their eyes but what was discovered
their eyes but what was discovered
their eyes but what was discovered several years ago by Australian team is
several years ago by Australian team is
several years ago by Australian team is actually when they did experiments and
actually when they did experiments and
actually when they did experiments and they put to test those extraordinary
they put to test those extraordinary
they put to test those extraordinary eyes of the main strip which till now
eyes of the main strip which till now
eyes of the main strip which till now was considered to be the most advanced
was considered to be the most advanced
was considered to be the most advanced eye
eye
eye Evolutionary developed and compare it to
Evolutionary developed and compare it to
Evolutionary developed and compare it to the human ability to distinguish color
the human ability to distinguish color
the human ability to distinguish color they discovered that actually humans can
they discovered that actually humans can
they discovered that actually humans can see
see
see or distinguished about ten times more
or distinguished about ten times more
or distinguished about ten times more shades of color than the shrimp so
shades of color than the shrimp so
shades of color than the shrimp so actually I think it’s not the shrimp
actually I think it’s not the shrimp
actually I think it’s not the shrimp which is extraordinary searches were
which is extraordinary searches were
which is extraordinary searches were able to train shrimp to recognize
able to train shrimp to recognize
able to train shrimp to recognize certain colors because it’s been thirty
certain colors because it’s been thirty
certain colors because it’s been thirty years and I cannot even teach my husband
years and I cannot even teach my husband
years and I cannot even teach my husband to recognize certain shades but what is
to recognize certain shades but what is
to recognize certain shades but what is the reason behind this interesting
the reason behind this interesting
the reason behind this interesting phenomena is because in shrimp we have
phenomena is because in shrimp we have
phenomena is because in shrimp we have this multiple photoreceptors but they
this multiple photoreceptors but they
this multiple photoreceptors but they are connected to a very small brain in
are connected to a very small brain in
are connected to a very small brain in our case we have only three but they’re
our case we have only three but they’re
our case we have only three but they’re connected for very large processing
connected for very large processing
connected for very large processing machine essentially and it’s been known
machine essentially and it’s been known
machine essentially and it’s been known that about fifty percent of our brain is
that about fifty percent of our brain is
that about fifty percent of our brain is actually involved in analyzing visual
actually involved in analyzing visual
actually involved in analyzing visual information so having this ability to
information so having this ability to
information so having this ability to distinguish color and it’s been actually
distinguish color and it’s been actually
distinguish color and it’s been actually reported that humans can distinguish up
reported that humans can distinguish up
reported that humans can distinguish up to ten million different set of colors
to ten million different set of colors
to ten million different set of colors three times population of Armenia pretty
three times population of Armenia pretty
three times population of Armenia pretty amazing right so this allows us to enjoy
amazing right so this allows us to enjoy
amazing right so this allows us to enjoy beautiful scenes of nature beautiful
beautiful scenes of nature beautiful
beautiful scenes of nature beautiful flowers and our beloved mountain Ararat
flowers and our beloved mountain Ararat
flowers and our beloved mountain Ararat which I think most of you agree every
which I think most of you agree every
which I think most of you agree every hour at the day you look at it and it
hour at the day you look at it and it
hour at the day you look at it and it seemed to be different color like on
seemed to be different color like on
seemed to be different color like on this picture for example you can have a
this picture for example you can have a
this picture for example you can have a different color at night or during the
different color at night or during the
different color at night or during the sunset do you guys agree that this
sunset do you guys agree that this
sunset do you guys agree that this mountain has a different shade of color
mountain has a different shade of color
mountain has a different shade of color in this picture inclusion how many of
in this picture inclusion how many of
in this picture inclusion how many of you agree that has a different same
you agree that has a different same
you agree that has a different same color or a different color different
color or a different color different
color or a different color different color same color okay why I’m going to
color same color okay why I’m going to
color same color okay why I’m going to remove background and you will see that
remove background and you will see that
remove background and you will see that it actually exactly the same color this
it actually exactly the same color this
it actually exactly the same color this is what is called optical illusion and
is what is called optical illusion and
is what is called optical illusion and this is actually a result of the fact
this is actually a result of the fact
this is actually a result of the fact that whatever you perceive is a color
that whatever you perceive is a color
that whatever you perceive is a color it’s not just what coming from your
it’s not just what coming from your
it’s not just what coming from your pigments is actually how your brain
pigments is actually how your brain
pigments is actually how your brain analyzes this information so brain put
analyzes this information so brain put
analyzes this information so brain put is all this additional information about
is all this additional information about
is all this additional information about the background contest and other
the background contest and other
the background contest and other information it gets from different
information it gets from different
information it gets from different sources to interpret that color and so
sources to interpret that color and so
sources to interpret that color and so each of us seek
each of us seek
each of us seek very differently because we have a
very differently because we have a
very differently because we have a different composition of our rodent
different composition of our rodent
different composition of our rodent coats because we have a different
coats because we have a different
coats because we have a different genetic bit makeup of those
genetic bit makeup of those
genetic bit makeup of those photoreceptor because we have different
photoreceptor because we have different
photoreceptor because we have different brains so next time you’re going to
brains so next time you’re going to
brains so next time you’re going to argue with your friend about color of
argue with your friend about color of
argue with your friend about color of their favorite sweater being at brownish
their favorite sweater being at brownish
their favorite sweater being at brownish you know greenish he’s not doing it
you know greenish he’s not doing it
you know greenish he’s not doing it because you know he is insisting on his
because you know he is insisting on his
because you know he is insisting on his obviously wrong choice right
obviously wrong choice right
obviously wrong choice right he is just seeing it that way because
he is just seeing it that way because
he is just seeing it that way because his brain is different so this brings us
his brain is different so this brings us
his brain is different so this brings us to the second limitation our vision is
to the second limitation our vision is
to the second limitation our vision is very subjective so we cannot really have
very subjective so we cannot really have
very subjective so we cannot really have a universal even opinion about certain
a universal even opinion about certain
a universal even opinion about certain color so you know but it is important to
color so you know but it is important to
color so you know but it is important to actually put something some name or some
actually put something some name or some
actually put something some name or some number on the color for example in
number on the color for example in
number on the color for example in cosmetic industry right let’s say you
cosmetic industry right let’s say you
cosmetic industry right let’s say you know you go to the store in our there’s
know you go to the store in our there’s
know you go to the store in our there’s all this different shade of pink and you
all this different shade of pink and you
all this different shade of pink and you know cosmetic industry can come up with
know cosmetic industry can come up with
know cosmetic industry can come up with all this sexy interesting name hot pants
all this sexy interesting name hot pants
all this sexy interesting name hot pants revenge but can you imagine that you
revenge but can you imagine that you
revenge but can you imagine that you have a patient coming to your office and
have a patient coming to your office and
have a patient coming to your office and they showing this skin rash on their
they showing this skin rash on their
they showing this skin rash on their color and you’re saying to them well I
color and you’re saying to them well I
color and you’re saying to them well I think it went from hot pants to revenge
think it went from hot pants to revenge
think it went from hot pants to revenge color I mean the reaction will be very
color I mean the reaction will be very
color I mean the reaction will be very interesting to say the least so that’s
interesting to say the least so that’s
interesting to say the least so that’s the ability to subjectively evaluate
the ability to subjectively evaluate
the ability to subjectively evaluate color it’s definitely something we can
color it’s definitely something we can
color it’s definitely something we can improve on the third limitation at the
improve on the third limitation at the
improve on the third limitation at the actual limited spectral range so we
actual limited spectral range so we
actual limited spectral range so we human obviously called a trench visible
human obviously called a trench visible
human obviously called a trench visible because what is what our eyes can see is
because what is what our eyes can see is
because what is what our eyes can see is the light between 400 and 700 nanometers
the light between 400 and 700 nanometers
the light between 400 and 700 nanometers so the light which will have a longer
so the light which will have a longer
so the light which will have a longer wavelength is called infrared and the
wavelength is called infrared and the
wavelength is called infrared and the light which will have shorter wavelength
light which will have shorter wavelength
light which will have shorter wavelength is called ultraviolet so different
is called ultraviolet so different
is called ultraviolet so different animals birds insects reptile they
animals birds insects reptile they
animals birds insects reptile they actually can see in those other ranges
actually can see in those other ranges
actually can see in those other ranges something which we cannot see so when an
something which we cannot see so when an
something which we cannot see so when an insect look at the flower to which which
insect look at the flower to which which
insect look at the flower to which which to your eye look being yellow it’s
to your eye look being yellow it’s
to your eye look being yellow it’s actually scissors all this different
actually scissors all this different
actually scissors all this different color allowing them to determine where
color allowing them to determine where
color allowing them to determine where they can find the most nectar so lastly
they can find the most nectar so lastly
they can find the most nectar so lastly the last limitation is there our color
the last limitation is there our color
the last limitation is there our color vision requires a lot of light so I can
vision requires a lot of light so I can
vision requires a lot of light so I can really see the color of your jackets
really see the color of your jackets
really see the color of your jackets people on the back of this audience
people on the back of this audience
people on the back of this audience because in a low light condition it’s
because in a low light condition it’s
because in a low light condition it’s only our rod cells which are react to
only our rod cells which are react to
only our rod cells which are react to the light your cones need to have a
the light your cones need to have a
the light your cones need to have a higher amount of light in order to
higher amount of light in order to
higher amount of light in order to recognize the color in addition to not
recognize the color in addition to not
recognize the color in addition to not being able to seek power when it’s kind
being able to seek power when it’s kind
being able to seek power when it’s kind of dark it also limits our ability to
of dark it also limits our ability to
of dark it also limits our ability to see what is called out of fluorescence
see what is called out of fluorescence
see what is called out of fluorescence and out of fluorescence is very
and out of fluorescence is very
and out of fluorescence is very important property of difference
important property of difference
important property of difference substances especially biological ones so
substances especially biological ones so
substances especially biological ones so what is fluorescence well when I look at
what is fluorescence well when I look at
what is fluorescence well when I look at this carpet basically I have this white
this carpet basically I have this white
this carpet basically I have this white light shining on and then whatever is
light shining on and then whatever is
light shining on and then whatever is reflected which is mostly red light gets
reflected which is mostly red light gets
reflected which is mostly red light gets to my eye that is reflected light if I’m
to my eye that is reflected light if I’m
to my eye that is reflected light if I’m going to eliminate an object with a blue
going to eliminate an object with a blue
going to eliminate an object with a blue light and I will not have anything else
light and I will not have anything else
light and I will not have anything else and that object will emit something of a
and that object will emit something of a
and that object will emit something of a different wavelength that’s called
different wavelength that’s called
different wavelength that’s called fluorescence the problem with the
fluorescence the problem with the
fluorescence the problem with the fluorescent and has much much lower
fluorescent and has much much lower
fluorescent and has much much lower intensity so our eyes really cannot see
intensity so our eyes really cannot see
intensity so our eyes really cannot see the fluorescence and it’s not something
the fluorescence and it’s not something
the fluorescence and it’s not something we even aware in our everyday life
we even aware in our everyday life
we even aware in our everyday life so I’m here to tell you that there is a
so I’m here to tell you that there is a
so I’m here to tell you that there is a technology coming soon to your life
technology coming soon to your life
technology coming soon to your life which will be basically helping us to
which will be basically helping us to
which will be basically helping us to avoid all these limitations of human
avoid all these limitations of human
avoid all these limitations of human vision and this technology is called
vision and this technology is called
vision and this technology is called hyper spectral imaging and what it does
hyper spectral imaging and what it does
hyper spectral imaging and what it does it combines the benefits of the mantis
it combines the benefits of the mantis
it combines the benefits of the mantis shrimp eye where you have multiple
photoreceptor detecting light at
photoreceptor detecting light at different wavelengths and this huge
different wavelengths and this huge
different wavelengths and this huge processing power of human brain which
processing power of human brain which
processing power of human brain which then analyzes the spectrum so it is
then analyzes the spectrum so it is
then analyzes the spectrum so it is basically composed of those special
basically composed of those special
basically composed of those special timers Co hyperspectral cameras and then
timers Co hyperspectral cameras and then
timers Co hyperspectral cameras and then signal from those cameras go to the
signal from those cameras go to the
signal from those cameras go to the computer to be analyzed so it looks like
computer to be analyzed so it looks like
computer to be analyzed so it looks like this you have an object and the camera
this you have an object and the camera
this you have an object and the camera will collect the images from this object
will collect the images from this object
will collect the images from this object but by putting different
but by putting different
but by putting different filters in front of it very very quickly
filters in front of it very very quickly
filters in front of it very very quickly by different ways so as a result you
by different ways so as a result you
by different ways so as a result you have this type of images and each pixel
have this type of images and each pixel
have this type of images and each pixel in this image you’re going to have an
in this image you’re going to have an
in this image you’re going to have an entire spectrum meaning for example like
entire spectrum meaning for example like
entire spectrum meaning for example like in this case the pixel which you see as
in this case the pixel which you see as
in this case the pixel which you see as red will have mostly intensity a high
red will have mostly intensity a high
red will have mostly intensity a high intensity in the red range and then
intensity in the red range and then
intensity in the red range and then pixel which is blue is going to be
pixel which is blue is going to be
pixel which is blue is going to be having higher in text in the blue range
having higher in text in the blue range
having higher in text in the blue range but you don’t have just a single dots
but you don’t have just a single dots
but you don’t have just a single dots you have entire spectra so this picture
you have entire spectra so this picture
you have entire spectra so this picture then go to the computer which source
then go to the computer which source
then go to the computer which source this vector and decide this look similar
this vector and decide this look similar
this vector and decide this look similar or this look difference in this factor I
or this look difference in this factor I
or this look difference in this factor I have a 30% of that sub substance and 40%
have a 30% of that sub substance and 40%
have a 30% of that sub substance and 40% of this substance and then remaining
of this substance and then remaining
of this substance and then remaining percentage of the third sub so you have
percentage of the third sub so you have
percentage of the third sub so you have a capacity for basically unraveling or
a capacity for basically unraveling or
a capacity for basically unraveling or detecting different substances within
detecting different substances within
detecting different substances within the visual object by using this
the visual object by using this
the visual object by using this technology so hyperspectral imaging as I
technology so hyperspectral imaging as I
technology so hyperspectral imaging as I said addresses all this limitation and
said addresses all this limitation and
said addresses all this limitation and it’s actually was originally designed
it’s actually was originally designed
it’s actually was originally designed for astronomy then it become very
for astronomy then it become very
for astronomy then it become very popular in different military
popular in different military
popular in different military application it was put on surveillance
application it was put on surveillance
application it was put on surveillance plane to a detect where the movement of
plane to a detect where the movement of
plane to a detect where the movement of troops occur because you can distinguish
troops occur because you can distinguish
troops occur because you can distinguish different soldiers from different armies
different soldiers from different armies
different soldiers from different armies based on their uniforms now it’s slowly
based on their uniforms now it’s slowly
based on their uniforms now it’s slowly making its move into different field of
making its move into different field of
making its move into different field of science there is something which called
science there is something which called
science there is something which called precision agriculture where you can put
precision agriculture where you can put
precision agriculture where you can put hyperspectral camera on the plane fly
hyperspectral camera on the plane fly
hyperspectral camera on the plane fly over the field and it will tell you
over the field and it will tell you
over the field and it will tell you where exactly you need to add a little
where exactly you need to add a little
where exactly you need to add a little bit more water or where you need to add
bit more water or where you need to add
bit more water or where you need to add fertilizer because the shape of that
fertilizer because the shape of that
fertilizer because the shape of that crop is now different from the rest of
crop is now different from the rest of
crop is now different from the rest of the field but in my lab at George
the field but in my lab at George
the field but in my lab at George Washington University we interested in
Washington University we interested in
Washington University we interested in application of hyperspectral technology
application of hyperspectral technology
application of hyperspectral technology to cardiovascular targets specifically I
to cardiovascular targets specifically I
to cardiovascular targets specifically I want to show you how the endocardial
want to show you how the endocardial
want to show you how the endocardial surface of the atria which is this upper
surface of the atria which is this upper
surface of the atria which is this upper chamber of your heart looks so it looks
chamber of your heart looks so it looks
chamber of your heart looks so it looks very wide because it has the six layer
very wide because it has the six layer
very wide because it has the six layer of collagen and there
of collagen and there
of collagen and there for when you’re trying to put the
for when you’re trying to put the
for when you’re trying to put the lesions to eliminate sources of a
lesions to eliminate sources of a
lesions to eliminate sources of a rhythmic activity you really cannot see
rhythmic activity you really cannot see
rhythmic activity you really cannot see it when you apply HSI and tell it okay
it when you apply HSI and tell it okay
it when you apply HSI and tell it okay find the spectra typical for the lesions
find the spectra typical for the lesions
find the spectra typical for the lesions that’s what you were able to see or if
that’s what you were able to see or if
that’s what you were able to see or if you have a surface of the heart on which
you have a surface of the heart on which
you have a surface of the heart on which you have a scar tissue and you have a
you have a scar tissue and you have a
you have a scar tissue and you have a tissue which was just recently damaged
tissue which was just recently damaged
tissue which was just recently damaged both of this type of tissue will look
both of this type of tissue will look
both of this type of tissue will look whitish to your eye here but if you
whitish to your eye here but if you
whitish to your eye here but if you apply HSI you clearly can distinguish
apply HSI you clearly can distinguish
apply HSI you clearly can distinguish scar from acutely damaged tissue
scar from acutely damaged tissue
scar from acutely damaged tissue another application many of us know that
another application many of us know that
another application many of us know that people are suffered from the atrocity
people are suffered from the atrocity
people are suffered from the atrocity roses or the position of the plaque in
roses or the position of the plaque in
roses or the position of the plaque in the coronary arteries this is how
the coronary arteries this is how
the coronary arteries this is how coronary plaque when you open the artery
coronary plaque when you open the artery
coronary plaque when you open the artery and look at it under the regular light
and look at it under the regular light
and look at it under the regular light will look to your eye and this is how it
will look to your eye and this is how it
will look to your eye and this is how it will look under hyperspectral so you can
will look under hyperspectral so you can
will look under hyperspectral so you can immediately tell the composition of the
immediately tell the composition of the
immediately tell the composition of the plaque what’s likelihood of its rupture
plaque what’s likelihood of its rupture
plaque what’s likelihood of its rupture how big it is and it gives you a lot of
how big it is and it gives you a lot of
how big it is and it gives you a lot of very useful diagnostic information the
very useful diagnostic information the
very useful diagnostic information the last three slides were all example of in
last three slides were all example of in
last three slides were all example of in vivo samples me there were no additional
vivo samples me there were no additional
vivo samples me there were no additional diagnostic just shining blue light and
diagnostic just shining blue light and
diagnostic just shining blue light and analyzing out of your essence using HSI
analyzing out of your essence using HSI
analyzing out of your essence using HSI approach this is example of the
approach this is example of the
approach this is example of the histology which is also extremely
histology which is also extremely
histology which is also extremely promising field for hyperspectral
promising field for hyperspectral
promising field for hyperspectral imaging to be applied you can see here
imaging to be applied you can see here
imaging to be applied you can see here this is a section of the animal heart
this is a section of the animal heart
this is a section of the animal heart and part of it is damaged because of the
and part of it is damaged because of the
and part of it is damaged because of the high energy and by I you really don’t
high energy and by I you really don’t
high energy and by I you really don’t see any difference in power we apply HSI
see any difference in power we apply HSI
see any difference in power we apply HSI you can clearly see that this area was
you can clearly see that this area was
you can clearly see that this area was much damage than the other side so we
much damage than the other side so we
much damage than the other side so we now moving from this field which is
now moving from this field which is
now moving from this field which is having big camera
having big camera
having big camera and you know desktop computers to
and you know desktop computers to
and you know desktop computers to something which is going to be future of
something which is going to be future of
something which is going to be future of Medicine now they are Ham held
Medicine now they are Ham held
Medicine now they are Ham held hyperspectral images where you can just
hyperspectral images where you can just
hyperspectral images where you can just put it against your skin and then you
put it against your skin and then you
put it against your skin and then you collect the spectra and you send it to
collect the spectra and you send it to
collect the spectra and you send it to the cloud where that spectra are then
the cloud where that spectra are then
the cloud where that spectra are then compared with something which was
compared with something which was
compared with something which was collected for many many patients and if
collected for many many patients and if
collected for many many patients and if spectra in that skin sample matches with
spectra in that skin sample matches with
spectra in that skin sample matches with but who had melanoma in the past you can
but who had melanoma in the past you can
but who had melanoma in the past you can get immediate diagnosis or you can have
get immediate diagnosis or you can have
get immediate diagnosis or you can have a advise to go to the dermatologist and
a advise to go to the dermatologist and
a advise to go to the dermatologist and see because it’s something suspicious
see because it’s something suspicious
see because it’s something suspicious so with this cameras getting smaller and
so with this cameras getting smaller and
so with this cameras getting smaller and smaller and less and less expensive
smaller and less and less expensive
smaller and less and less expensive obviously one can envision you know
obviously one can envision you know
obviously one can envision you know something like this you’re going to have
something like this you’re going to have
something like this you’re going to have a phone you can check whether you know
a phone you can check whether you know
a phone you can check whether you know the currency is fake or real one you can
the currency is fake or real one you can
the currency is fake or real one you can try to use it in the kitchen to create
try to use it in the kitchen to create
try to use it in the kitchen to create perfect dolma you can remove all the
perfect dolma you can remove all the
perfect dolma you can remove all the insecurities from your rice mixture you
insecurities from your rice mixture you
insecurities from your rice mixture you can use it in construction it can help
can use it in construction it can help
can use it in construction it can help you to detect what part of the wood is
you to detect what part of the wood is
you to detect what part of the wood is actually damaged by the moisture or if
actually damaged by the moisture or if
actually damaged by the moisture or if you make it a barbecue let’s say you
you make it a barbecue let’s say you
you make it a barbecue let’s say you decided to say well is it well done or
decided to say well is it well done or
decided to say well is it well done or have them then you can apply
have them then you can apply
have them then you can apply hyperspectral imaging and actually see
hyperspectral imaging and actually see
hyperspectral imaging and actually see what is there
what is there
what is there this technology is coming to your door
this technology is coming to your door
this technology is coming to your door or more exactly to your mobile devices
or more exactly to your mobile devices
or more exactly to your mobile devices faster than you think
faster than you think
faster than you think so ask yourself what would you like to
so ask yourself what would you like to
so ask yourself what would you like to see beyond your biological vision thank
see beyond your biological vision thank
see beyond your biological vision thank you
you
you [Applause]
”
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