In addition, it's multi spectral.

Identical in shape, size, spectral content.

We now talk about spectral clustering.

The sensory cues are very similar.

She'll, uh, give you her cues.

Taking form of a giant spectral dog.

Realtime audio processor based on frequency spectral manipulation

We're not even particularly aware of these cues.

For instance, you see the spectral line of the gold is the only spectral line in the spectrum of the Sun.

Here are the cues of motion, the kinds of cues that you get on your retina when things are moving.

This is called affinity based clustering or spectral clustering.

But how do they pick up those celestial cues?

And he cues in a flute player like this.

Spectral partitioning, L1 minimization. This comes from the optimization community.

They'll need a spectral micrometer to see it's a fabrication.

One is called RELN it's involved in early developmental cues.

I thought you were supposed to be rehearsing the cues.

You're missing your cues, that's all. You gotta follow me.

The fundamental idea of spectral clustering is to cluster by affinity.

So spectral clustering gets annotation of affinity to make clustering happen.

Our brain figures out distances from a variety of visual cues.

So let me look at the simple example for spectral clustering that would also work for K means or EM, but they'll be useful to illustrate spectral clustering.

And that guides him back to that location irrespective of visual cues

And it turns out once again that spectral sensitivity is very important here.

So in summary, spectral clustering builds an affinity matrix of the data points.

Around the world, almost every culture, one of the top cues is eyes.

Then you and Glenn here better, uh, run over your cues before lunch.

One is the phong reflection model, which gives us a spectral highlight, shiny spot.

What are the obvious cues that this animal could use to direct its movement?

There's actually a scientist carefully controlling Nexi's cues to be able to study this question.

Well, we know that they can roll balls in a straight line using celestial cues.

And to understand the importance of spectral clustering, let me ask you a simple intuitive quiz.

like, say, America, or any other nation human psychology is such that they use cues like

Most of you would say that one of the cues you look at is the eyes.

It seems that fetuses are taking cues from the intrauterine environment and tailoring their physiology accordingly.

Spectral stars that are like those that make elliptical convolved with say Gaussian distribution of Doppler shifts.

You learned about K means, you learned about expectation maximization, about dimensionality reduction and even spectral clustering.

These hyper spectral images are false colored so you can it's really good for determining vegetative use.

Well, they're looking at celestial cues in the sky, some of which you and I can't see.

You know, most clubs you go into, you gotta rehearse those cues, oh, six or seven times.

And later we went to study the spectral stars to see is there anything strange with these objects.

The background radiation is simply too static to be able to be seen under the normal spectral analysis.

People use these cues to determine things like how persuasive someone is, how likable, how engaging, how trustworthy.

But the people getting into these city leagues were people who were taking their cues from the West.

They want to actually signal their presence through these spectral lines, in the spectrum of a star, in different ways.