Autofocusing reading glasses of the future Nitish Padmanaban

Transcriber: Leslie Gauthier
Reviewer: Joanna Pietrulewicz

Every single one of us will lose

or has already lost something
we rely on every single day.

I am of course talking about our keys.

(Laughter)

Just kidding.

What I actually want to talk about is one
of our most important senses: vision.

Every single day we each lose
a little bit of our ability

to refocus our eyes

until we can’t refocus at all.

We call this condition presbyopia,

and it affects two billion
people worldwide.

That’s right, I said billion.

If you haven’t heard of presbyopia,

and you’re wondering,
“Where are these two billion people?”

here’s a hint before
I get into the details.

It’s the reason why people wear
reading glasses or bifocal lenses.

I’ll get started by describing
the loss in refocusing ability

leading up to presbyopia.

As a newborn, you would have
been able to focus

as close as six and a half centimeters,

if you wished to.

By your mid-20s, you have about
half of that focusing power left.

10 centimeters or so,

but close enough that you never
notice the difference.

By your late 40s though,

the closest you can focus
is about 25 centimeters,

maybe even farther.

Losses in focusing ability
beyond this point

start affecting near-vision
tasks like reading,

and by the time you reach age 60,

nothing within a meter
radius of you is clear.

Right now some of you
are probably thinking,

that sounds bad but he means
you in a figurative sense,

only for the people that actually
end up with presbyopia.

But no, when I say you, I literally mean
that every single one of you

will someday be presbyopic
if you aren’t already.

That sounds a bit troubling.

I want to remind you that presbyopia
has been with us for all of human history

and we’ve done a lot
of different things to try and fix it.

So to start, let’s imagine
that you’re sitting at a desk, reading.

If you were presbyopic,

it might look a little
something like this.

Anything close by,
like the magazine, will be blurry.

Moving on to solutions.

First, reading glasses.

These have lenses
with a single focal power

tuned so that near objects
come into focus.

But far objects
necessarily go out of focus,

meaning you have to constantly
switch back and forth

between wearing and not wearing them.

To solve this problem

Benjamin Franklin invented
what he called “double spectacles.”

Today we call those bifocals,

and what they let him do
was see far when he looked up

and see near when he looked down.

Today we also have progressive lenses
which get rid of the line

by smoothly varying the focal power
from top to bottom.

The downside to both of these

is that you lose field of vision
at any given distance,

because it gets split up
from top to bottom like this.

To see why that’s a problem,

imagine that you’re climbing
down a ladder or stairs.

You look down to get
your footing but it’s blurry.

Why would it be blurry?

Well, you look down
and that’s the near part of the lens,

but the next step was past arm’s reach,

which for your eyes counts as far.

The next solution I want to point out
is a little less common

but comes up in contact lenses
or LASIK surgeries,

and it’s called monovision.

It works by setting up
the dominant eye to focus far

and the other eye to focus near.

Your brain does the work
of intelligently putting together

the sharpest parts from each eye’s view,

but the two eyes see
slightly different things,

and that makes it harder
to judge distances binocularly.

So where does that leave us?

We’ve come up with a lot of solutions

but none of them quite restore
natural refocusing.

None of them let you
just look at something

and expect it to be in focus.

But why?

Well, to explain that

we’ll want to take a look
at the anatomy of the human eye.

The part of the eye that allows us
to refocus to different distances

is called the crystalline lens.

There are muscles surrounding the lens
that can deform it into different shapes,

which in turn changes its focusing power.

What happens when someone
becomes presbyopic?

It turns out that
the crystalline lens stiffens

to the point that it doesn’t
really change shape anymore.

Now, thinking back
on all the solutions I listed earlier,

we can see that they all have
something in common with the others

but not with our eyes,

and that is that they’re all static.

It’s like the optical equivalent
of a pirate with a peg leg.

What is the optical equivalent
of a modern prosthetic leg?

The last several decades have seen
the creation and rapid development

of what are called “focus-tunable lenses.”

There are several different types.

Mechanically-shifted Alvarez lenses,

deformable liquid lenses

and electronically-switched,
liquid crystal lenses.

Now these have their own trade-offs,

but what they don’t skimp on
is the visual experience.

Full-field-of-view vision that can be
sharp at any desired distance.

OK, great. The lenses we need
already exist.

Problem solved, right?

Not so fast.

Focus-tunable lenses add a bit
of complexity to the equation.

The lenses don’t have any way of knowing
what distance they should be focused to.

What we need are glasses

that, when you’re looking far,
far objects are sharp,

and when you look near,

near objects come into focus
in your field of view,

without you having to think about it.

What I’ve worked on
these last few years at Stanford

is building that exact intelligence
around the lenses.

Our prototype borrows technology
from virtual and augmented reality systems

to estimate focusing distance.

We have an eye tracker that can tell
what direction our eyes are focused in.

Using two of these, we can
triangulate your gaze direction

to get a focus estimate.

Just in case though,
to increase reliability,

we also added a distance sensor.

The sensor is a camera
that looks out at the world

and reports distances to objects.

We can again use your gaze direction
to get a distance estimate

for a second time.

We then fuse those two distance estimates

and update the focus-tunable
lens power accordingly.

The next step for us was
to test our device on actual people.

So we recruited about 100 presbyopes
and had them test our device

while we measured their performance.

What we saw convinced us right then
that autofocals were the future.

Our participants could see more clearly,
they could focus more quickly

and they thought it was an easier
and better focusing experience

than their current correction.

To put it simply, when it comes to vision,

autofocals don’t compromise
like static corrections in use today do.

But I don’t want to get ahead of myself.

There’s a lot of work
for my colleagues and me left to do.

For example, our glasses are a bit –

(Laughter)

bulky, maybe?

And one reason for this
is that we used bulkier components

that are often intended
for research use or industrial use.

Another is that we need
to strap everything down

because current eye-tracking algorithms
don’t have the robustness that we need.

So moving forward,

as we move from a research
setting into a start-up,

we plan to make future autofocals

eventually look a little bit more
like normal glasses.

For this to happen,
we’ll need to significantly improve

the robustness
of our eye-tracking solution.

We’ll also need to incorporate smaller
and more efficient electronics and lenses.

That said, even with
our current prototype,

we’ve shown that today’s
focus-tunable lens technology

is capable of outperforming
traditional forms of static correction.

So it’s only a matter of time.

It’s pretty clear that in the near future,

instead of worrying about which pair
of glasses to use and when,

we’ll be able to just focus
on the important things.

Thank you.

(Applause)

抄写员:Leslie Gauthier
审稿人:Joanna Pietrulewicz

我们每个人都会失去

或已经失去
我们每天所依赖的东西。

我当然是在谈论我们的钥匙。

(笑声) 开个

玩笑。

我真正想谈的
是我们最重要的感官之一:视觉。

每一天,我们每个人都会失去
一点点

重新聚焦眼睛的能力,

直到我们根本无法重新聚焦。

我们称这种情况为老花眼

,它影响着全世界 20 亿
人。

没错,我说的是十亿。

如果您还没有听说过老花眼,

并且想知道,
“这 20 亿人在哪里?”

在我详细介绍之前,这里有一个提示

这就是人们佩戴
老花镜或双焦镜片的原因。

我将首先
描述导致老花眼的重新聚焦能力丧失

作为一个新生儿,如果你愿意的话,
你可以将注意力集中

在六厘米半的地方

到 20 多岁时,你
的聚焦能力已经剩下大约一半。

10 厘米左右,

但足够近,以至于您永远不会
注意到差异。

不过,到 40 多岁时,

您可以聚焦的最近
距离约为 25 厘米,

甚至可能更远。

超过这一点的聚焦能力丧失

开始影响
阅读等近视任务

,到你 60 岁时,你方圆

一米内的任何东西
都不清楚。

现在你们
中的一些人可能在想,

这听起来很糟糕,但他
指的是比喻意义上的你,

仅适用于
最终患有老花眼的人。

但是不,当我说你的时候,我的字面意思
是,

如果你还没有的话,你们每一个人有一天都会老花眼。

这听起来有点令人不安。

我想提醒你,老花眼
在整个人类历史中一直伴随着我们

,我们已经做了
很多不同的事情来尝试修复它。

因此,首先,让我们
假设您正坐在办公桌前阅读。

如果你是老花眼,

它可能看起来
有点像这样。

任何靠近的东西,
比如杂志,都会变得模糊。

继续解决方案。

首先,老花镜。

这些镜头
具有调整单一焦距的镜头,

以便近处的
物体成为焦点。

但是远处的物体
必然会失焦,

这意味着你必须不断地

在佩戴和不佩戴它们之间来回切换。

为了解决这个问题,

本杰明富兰克林发明
了他所谓的“双重眼镜”。

今天我们称之为双光眼镜

,他们让他做的
就是

抬头看远,低头看近。

今天我们也有渐进镜片
,它

通过从上到下平滑地改变焦距来
摆脱线条。

这两者

的缺点是你
在任何给定的距离都会失去视野,

因为它会
像这样从上到下分开。

要了解为什么会出现问题,请

想象您正在
爬下梯子或楼梯。

你低头
想站稳脚跟,但它很模糊。

为什么会模糊?

好吧,你往下看
,那是镜头的近部分,

但下一步是伸手可及的地方,

这对你的眼睛来说很远。

我想指出的下一个解决方案
不太常见,

但出现在隐形眼镜
或 LASIK 手术中

,它被称为 monovision。

它的工作原理是
设置主眼聚焦远

,另一只眼聚焦近。

你的大脑
会智能地将

每只眼睛看到的最清晰的部分组合在一起,

但是两只眼睛看到的
东西略有不同

,这使得
双目判断距离变得更加困难。

那么,我们将何去何从?

我们提出了很多解决方案,

但没有一个能完全恢复
自然重新聚焦。

它们都不会让您
只看某物

并期望它成为焦点。

但为什么?

好吧,解释一下,

我们要
看看人眼的解剖结构。

让我们
重新聚焦到不同距离

的眼睛部分称为晶状体。

镜片周围有肌肉
,可以将其变形为不同的形状,

从而改变其聚焦能力。

当某人变成老花眼时会发生什么

事实证明
,晶状体变硬

到它
不再真正改变形状的程度。

现在,回想
我之前列出的所有解决方案,

我们可以看到它们都
与其他解决方案有一些共同点,

但在我们的眼中却没有

,那就是它们都是静态的。

这就像
一个有钉腿的海盗的光学等价物。

现代假腿的光学等效物是什么?

在过去的几十年中,我们见证

了所谓的“可调焦镜头”的创造和快速发展。

有几种不同的类型。

机械位移 Alvarez 透镜、

可变形液体透镜

和电子切换
液晶透镜。

现在这些都有自己的权衡取舍,

但他们不会吝啬的
是视觉体验。

可以
在任何所需距离处保持清晰的全视野视野。

好的,不错。 我们需要的镜头
已经存在。

问题解决了,对吧?

没那么快。

可调焦镜头
为方程式增加了一些复杂性。

镜头无法知道
它们应该聚焦到什么距离。

我们需要的是这样的眼镜

,当你看远时,
远处的物体是清晰的

,当你看近时,

近处的物体会
在你的视野中聚焦,

而你不必考虑它。 过去几年

我在斯坦福所做的工作

是围绕镜头构建精确的智能

我们的原型
借鉴了虚拟和增强现实系统的技术

来估计对焦距离。

我们有一个眼动仪,可以判断
我们的眼睛聚焦在哪个方向。

使用其中两个,我们可以对
您的注视方向进行三角测量,

以获得焦点估计。

以防万一,
为了提高可靠性,

我们还添加了一个距离传感器。

传感器是一个相机
,可以观察世界

并报告与物体的距离。

我们可以再次使用您的注视方向

来获得第二次距离估计。

然后,我们融合这两个距离估计

并相应地更新焦距可调
镜头功率。

我们的下一步是
在真人身上测试我们的设备。

所以我们招募了大约 100 名老花眼
,让他们测试我们的设备,

同时我们测量他们的性能。

我们所看到的让我们当时
确信自动对焦是未来。

我们的参与者可以看得更清楚,
他们可以更快地集中注意力

,他们认为这比他们目前的校正更容易
和更好的集中体验

简而言之,在视力方面,自动

对焦不会
像今天使用的静态校正那样妥协。

但我不想超越自己。

我和我的同事还有很多工作要做。

例如,我们的眼镜有点——

(笑声

) 可能有点笨重?

造成这种
情况的一个原因是我们使用

了通常
用于研究或工业用途的体积更大的组件。

另一个是我们需要
把所有东西都捆绑起来,

因为当前的眼动追踪算法
不具备我们需要的鲁棒性。

因此,向前迈进,

随着我们从研究
环境转变为初创企业,

我们计划让未来的自动对焦

最终看起来
更像普通眼镜。

为此,
我们需要显着

提高眼动追踪解决方案的稳健性。

我们还需要整合更小
、更高效的电子设备和镜头。

也就是说,即使使用
我们目前的原型,

我们也证明了今天的
可调焦镜头

技术能够胜过
传统的静态校正形式。

所以这只是时间问题。

很明显,在不久的将来,我们

不必担心使用哪一副
眼镜以及何时使用,

而是能够专注
于重要的事情。

谢谢你。

(掌声)