September 23, 2023
What’s pixel binning? Smartphone sensor know-how defined

November 9, 2022

The cameras in your smartphone have come a good distance in just some years. Developments in sensor know-how coupled with using AI algorithms have allowed smartphone cameras to supply photos with extra correct colors, decreased noise, and extra high-quality element.

On the coronary heart of this know-how is a course of known as ‘pixel binning’. Even probably the most technically astute photographers may discover themselves asking, ‘What’s pixel binning?’ It’s a comparatively new idea in sensor know-how and is one thing to bear in mind when upgrading to your subsequent smartphone.

What’s pixel binning?

Pixel binning is a course of by which the sensor teams – or ‘bins’ – collectively adjoining pixels to make one bigger pixel so as to cut back the quantity of noise. The commonest array, for instance, is 2×2 binning (some smartphone producers make use of 3×3 and 4×4 binning), which mixes 4 pixels into one. On this array, the sensor is successfully decreasing its pixel depend by 1 / 4. This implies you’re additionally decreasing your picture decision and the quantity of knowledge the sensor can document.

Why would you need your sensor to do that? By processing much less information, ‘binned’ photos have decrease ranges of noise. It’s good for if you’re utilizing your smartphone’s small sensor in low-light circumstances.

In brief, pixel binning is a course of by which smartphone producers can improve picture high quality with out growing the dimensions of the sensor. To reply the query of ‘what’s pixel binning’ extra totally, it helps to grasp the character of picture sensor measurement and design.

What is pixel binning?

Understanding sensor measurement

It could sound like primary widespread information, however too typically we neglect how a lot your digicam’s sensor measurement impacts picture high quality. You probably have two cameras with the identical pixel depend, the one with the bodily bigger sensor will produce greater high quality photos. It’s because the person pixels on a bigger sensor will probably be bigger than these on a bodily smaller sensor. For instance, the person pixels on a full-frame sensor will probably be bigger than these on a 1-inch kind sensor.

It helps to think about your sensor’s pixels as gentle buckets – the bigger the bucket, the extra gentle it could gather, and thus extra element it could document from a scene.

When a pixel collects gentle, the sensor converts it right into a digital picture sign. Subsequently, the extra gentle a pixel can gather, the stronger the picture sign it could produce.

As a result of smartphones have very bodily small sensors to accommodate their slimline design, their sensors have small pixels. Smaller pixels that seize much less gentle have a tendency to supply photos with excessive ranges of noise and poor color rendition, notably in low gentle. For this reason producers use the pixel binning course of to artificially improve the dimensions of every pixel, permitting the sensor to document extra gentle.

With pixel binning, what number of megapixels does my smartphone digicam even have?

It is a excellent query. As a result of pixel binning means merging collectively a bunch of smaller pixels into one bigger pixel, you’re successfully decreasing your pixel depend. And producers of telephones that assist pixel binning aren’t all the time clear about this when explaining their telephone’s pixel depend. It’s because customers sometimes make purchases based mostly on the next pixel depend and don’t all the time perceive the nuance of why generally fewer, larger pixels are higher.


iPhone 14 Professional. Credit score: Amy Davies.

For instance, the lately introduced iPhone 14 Professional helps pixel binning. On paper, the iPhone 14 Professional’s 48-megapixel digicam is the best decision digicam ever in an iPhone. Nevertheless, when it teams its pixels in a 2×2 array, as we talked about above, it’s reducing its pixel depend by 1 / 4. Subsequently, its digicam is finally capable of produce a 12-megapixel picture with pixel binning.

Ideally, you need a smartphone that enables you the choice to show pixel binning on and off as a result of when you’re utilizing it in best gentle circumstances, you’re probably not utilizing your sensor to its full potential if pixel binning is enabled. Fortunately, most smartphones now can help you flip pixel binning on and off. However the default setting is normally to have it on. So ensure you swap it off earlier than taking what you hope will probably be a high-resolution picture.

Why don’t producers simply make fewer pixels?

You is perhaps asking your self, what’s pixel binning good for? Why don’t smartphone producers simply make sensors with fewer, however bigger, pixels? It’s an excellent query! There are two prime causes.

First, it’s good to have the choice to shoot at the next decision if the circumstances name for it. As an illustration, when you’re mountaineering by way of Yosemite on a brilliant summer time’s day and have a terrific view of El Capitan in all its glory, wouldn’t you need to seize a wealthy, detailed picture that makes use of the complete potential of your sensor? But, equally, when you keep in that spot till sundown to seize the cliff bathed in low gentle, you may need to shoot a picture at a decrease decision that produces much less noise.

And secondly, pixel counts matter to customers. To most individuals upgrading their telephone, they’ll be extra drawn to Samsung’s headline-grabbing 108MP sensor than an extended description of the higher signal-to-noise ratio that may be achieved when taking pictures pixel-binned photos at 1 / 4 of that decision. It’s like a politician’s soundbite: the faster, pithier promote is usually only.

What in regards to the Bayer filter in pixel binning?

Whereas we consider pixel binning as a comparatively new technological development, it’s truly been utilized by astronomers and astrophotographers for many years. When digital imaging was rising within the early 2000s, photographers used monochrome Astro-imaging cameras that had pixel-binning choices. They’d mix photos shot with purple, inexperienced, and blue filters that cowl each pixel, making it easy to supply the mixed picture.

Trendy digital cameras, nonetheless, use a extra advanced setup. All fashionable digital cameras are additionally monochrome cameras however use color filter arrays to supply photos with the correct tones we’ve come to count on. Till lately, almost each digicam used what known as the Bayer filter array – a kind of checkerboard sample for arranging RGB color filters on 2×2 grid of pixels. This grid consists of two inexperienced filters sat diagonally from one another, and purple and blue filters over the opposite two pixels.

Usually, a digicam working with a Bayer filter array will compute the sum of all this color information into one worth, however with pixel binning this doesn’t work. Producers wanted a technique to bin every color individually.

To this finish, producers designed what’s known as the quad-Bayer array the place every 2×2 grouping of pixels is assigned a single color. 4 of those are then grouped collectively akin to the unique 2x inexperienced, 1x blue, 1x purple Bayer filter array. The diagram under from Sony’s Semiconductor unit illustrates how this works.

Left: Standard Bayer array, right: Quad bayer array

Left: Normal Bayer array, proper: Quad Bayer array

The quad-Bayer array (which Apple is referring to when it makes use of the time period ‘quad-pixels’) not solely permits smartphone producers to protect color information within the pixel binning course of however has additionally enabled them to introduce different revolutionary options reminiscent of HDR Picture mode.

The quad bayer array can be used in two ways, either for high resolution or for high sensitivity

The Quad Bayer array can be utilized in two methods, both for top decision or for top sensitivity

When to make use of pixel binning

Pixel binning is most helpful if you’re taking pictures in low-light circumstances. That is if you’ll encounter probably the most noise. But when we’re being sincere, how typically do you actually need to shoot on the highest decision along with your smartphone?

On overcast days and even sunny days with numerous distinction, you may discover that taking pictures with a decrease decision however larger pixels assist you to produce higher photos with a fuller vary of tones.

It’s additionally price noting that pixel binning doesn’t assist uncooked seize. So, when you’re seeking to shoot uncooked recordsdata for better flexibility in post-production, your smartphone digicam can solely output uncooked recordsdata that haven’t been pixel binned.

What telephones use pixel binning?

Increasingly smartphones use pixel binning every year throughout all producers. As a normal rule, a fast technique to inform if a tool affords pixel binning is that if its digicam has a extremely excessive pixel depend. The 108-megapixel Samsung Galaxy S21 Extremely, as an example, makes use of pixel binning, as does the primary 50MP sensor on the Google Pixel 7 Professional (50MP binned to 12.5MP) and its telephoto digicam (48MP binned to 12MP).

Google Pixel 7 Pro camera bar, photo: Joshua Waller / AP

Google Pixel 7 Professional digicam bar, photograph: Joshua Waller / AP

And it’s not simply rear cameras. Many producers now provide pixel binning within the entrance selfie cameras, as nicely. Which is sensible when you concentrate on it. You’re most probably going to be taking a selfie in certainly one of two locations – on vacation or out at night time with pals. In these latter low-light circumstances, a pixel-binned picture will probably be loads clearer and have higher colors.

What are the widespread pixel binning arrays?

The 4-in-1 (2×2) array is most typical. You’ll typically see this 48MP cameras binned to 12MP or 64MP to 16MP. However some manufacturers, like Samsung, use a 9-in-1 array, binning a 108MP digicam to supply 12MP photos.

Some manufacturers – together with Samsung – are even testing out 200-megapixel sensors that use 16-cell pixel binning to supply a 12.5MP picture.


Beneath we’ve answered the commonest questions individuals have about pixel binning.

What’s the benefit of pixel binning?

The advantage of pixel binning is you’ll be able to mix a 2×2 pixel array of 4 pixels into one bigger pixel. This produces cleaner photos with decrease noise in low-light circumstances.

What’s the drawback of pixel binning?

The destructive side of pixel binning is that you’ve got a decrease decision picture. So whereas there’s much less noise in your picture, there’s additionally possible much less element. The Sony A7S sequence opts for a 12mp sensor as the standard of a pixel binned sensor outputting 4K isn’t nearly as good as a local decision sensor. Nevertheless, you’d be onerous pressed to inform.

Do DSLRs and mirrorless cameras use pixel binning?

Digital camera producers may incorporate pixel binning know-how into mirrorless cameras and DSLRs, but it surely hasn’t been achieved thus far. The closest know-how thus far is Pentax’s Pixel Shift Excessive Decision mode. It doesn’t improve the pixel depend of the picture however will increase the standard by way of combining a number of photos.

If fewer, however bigger pixels are higher, why do producers make sensors with excessive pixel counts?

If a 12MP sensor is confirmed succesful just like the that within the Sony A7S and even the Nikon D300s of yesteryear, then a 12-megapixel sensor will serve you simply high-quality. Supplied you need to have a look at your photos on a digital display screen, that’s. The difficulty is printing. If you wish to print your photos bigger than A4 or A3, you’ll require extra decision

When 12-megapixel photos are displayed on a smartphone display screen, the decision of these screens is usually inadequate to see the whole picture at full decision. Nevertheless, if you wish to view a picture from a 108MP digicam reminiscent of Samsung’s in print, then the print measurement will probably be that a lot better. A 12-megapixel picture at 4621 x 2596 printed at 300ppi is 39.12 x 21.98 cm. A 108-megapixel picture can be 13,865 x 7789 and print at 117.39 x 65.95cm.

There are additionally issues when scaling. In the event you print a picture from an iPhone 11 Professional vs one from an iPhone 14 Professional, the upper decision captures far better element and picture width dimensions of the latter virtually double.

Increased decision and a bigger bodily sensor provide you with extra flexibility to make changes to your photos in post-production. Additionally, the noise that comes from utilizing excessive ISO settings is random. Combining the sign from 4 pixels to create one imaging pixel is more likely to make a better-quality picture. The sensors in smartphones are small, so the pixels are small. This makes excessive ISO noise extra of a difficulty than it might be with a bigger sensor.

Featured picture credit score: Steve Johnson through Unsplash.

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Jon Bentley: Pixels vs Noise: Are larger pixels higher?

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