Tech
Compact camera uses 25 color channels for high-speed, high-definition hyperspectral video
A traditional digital camera splits an image into three channels—red, green and blue—mirroring how the human eye perceives color. But those are just three discrete points along a continuous spectrum of wavelengths. Specialized “spectral” cameras go further by sequentially capturing dozens, or even hundreds, of these divisions across the spectrum.
This process is slow, however, meaning that hyperspectral cameras can only take still images, or videos with very low frame rates, or frames per second (fps). But what if a high-fps video camera could capture dozens of wavelengths at once, revealing details invisible to the naked eye?
Now, researchers at the University of Utah’s John and Marcia Price College of Engineering have developed a new way of taking a high-definition snapshot that encodes spectral data into images, much like a traditional camera encodes color. Instead of a filter that divides light into three color channels, their specialized filter divides it into 25. Each pixel stores compressed spectral information along with its spatial information, which computer algorithms can later reconstruct into a “cube” of 25 separate images—each representing a distinct slice of the visible spectrum.
This instantaneous encoding enables the researchers’ camera system—small enough to fit into a cellphone—to take high-definition video, and the compressed nature of the component images opens up new real-world applications.
A study demonstrating the camera was led by Research Assistant Professor Apratim Majumder and Professor Rajesh Menon, both in the Department of Electrical & Computer Engineering. The results are reported in the journal Optica.
The camera’s design represents a leap forward in how spectral data can be captured.
“We introduce a compact camera that captures both color and fine spectral details in a single snapshot, producing a ‘spectral fingerprint’ for every pixel,” Menon said.
Hyperspectral cameras have long been used in agriculture, astronomy and medicine, where subtle differences in color can make a big difference. But these cameras have historically been bulky, expensive and limited to still images.
“When we started out on this research, our intention was to demonstrate a compact, fast, megapixel resolution hyperspectral camera, able to record highly compressed spatial-spectral information from scenes at video-rates, which did not exist,” Majumder said.
The Utah team’s breakthrough lies in how it captures and processes the data. The key component is a diffractive element that is placed directly over the camera’s sensor. It’s the element’s repeating nanoscale patterns that diffract incoming light and encodes both spatial and spectral information for each pixel on the sensor. By encoding the scene into a single, compact two-dimensional image rather than a massive three-dimensional data cube, the camera makes hyperspectral imaging faster and more efficient.
“One of the primary advantages of our camera is its ability to capture the spatial-spectral information in a highly compressed two-dimensional image instead of a three-dimensional data cube and use sophisticated computer algorithms to extract the full data cube at a later point,” Majumder explained. “This allows for fast, highly compressed data capture.”
The streamlined approach also cuts costs dramatically.
“Our camera costs many times less, is very compact and captures data much faster than most available commercial hyperspectral cameras,” Majumder said. “We have also shown the ability to post-process the data as per the need of the application and implement different classifiers suited to different fields such as agriculture, astronomy and bio-imaging.”
Data storage is another advantage.
“Satellites would have trouble beaming down full image cubes, but since we extract the cubes in post-processing, the original files are much smaller,” Majumder added.
To demonstrate the camera’s capabilities, the researchers tried three real-world applications: telling different types of tissue apart in a surgical scene; predicting the age of strawberries as they decayed over time; and mimicking a series of spectral filters that are used in astronomy.
The current prototype takes images at just over one megapixel in size and can break them down into 25 separate wavelengths across the spectrum. But the team is already working on improvements.
“This work demonstrates a first snapshot megapixel hyperspectral camera,” Majumder said. “Next, we are developing a more improved version of the camera that will allow us to capture images at a larger image size and increased number of wavelength channels, while also making the nano-structured diffractive element much simpler in design.”
By making hyperspectral imaging cheaper, faster, and more compact, the U engineers have opened the door for technologies that could change the way we see the world and uncover details hidden across the spectrum.
More information:
Apratim Majumder et al, High-definition (HD) snapshot diffractive computational spectral imaging and inferencing, Optica (2025). DOI: 10.1364/optica.559279
Citation:
Compact camera uses 25 color channels for high-speed, high-definition hyperspectral video (2025, September 25)
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After-Christmas deals are an excellent way to redeem any gift cards or cash you got for Christmas. You can purchase something you actually want, and you can do it for less money than usual. I’ve scoured the Internet for truly good after-Christmas deals on the gear that we’ve hand-tested on the WIRED Reviews team. Many of these sales will end this weekend, so keep that in mind while you’re shopping. Find all the highlights below.
For more inspiration, check out some of our recently updated buying guides, including the Best Office Chairs, the Best Cheap Phones, and the Best Space Heaters.
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Photograph: Julian Chokkattu
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The most immediately striking difference is that Hyperkin’s product swaps the typical Xbox approach of asymmetric thumbsticks for the PlayStation’s horizontal layout. It also separates the D-pad (it’s one piece inside the pad, but splits its cardinal directions so each appears to be its own button), while the ABXY face buttons are spaced slightly further apart. Where the DualSense’s touchpad would sit, we have the Xbox home, menu, view, and share buttons, all blended in rather smartly. An LED ring around the home button just about echoes the lights running the periphery of the DualSense’s touchpad, although it’s really more of an inversion of the regular Xbox controller, where the home button itself lights up.
The Competitor’s thumbsticks come equipped with thumbcaps that mirror the PS5’s, an outer ring with a convex central point, but a pair of Xbox-standard concave caps are included. These easily pop on and off, and can be mixed and matched, if you were so (strangely) inclined.
There are two areas where this departs from both the standard Xbox and PlayStation controllers in terms of inputs. The first is the presence of two programmable rear buttons, M1 and M2. By default, these duplicate the input of the A and B buttons, but holding down the Mode button between them lets you remap them. There are also physical button locks to prevent their use entirely. The other is that while the Competitor boasts a 3.5-mm headphone jack like Microsoft’s official pad, it adds a built-in audio mute button, hidden in the black between the thumbsticks—a nice little upgrade.
Oddly Familiar
In use, the Competitor feels … well, a lot like a PS5 pad. The slightly wider grip fits in the hand comfortably, all inputs are accessible, and those symmetrical thumbsticks sit nicely in reach for all but the smallest hands. A microtextured underside provides a solid grip that, when coupled with its 232-gram weight, makes the Competitor feel particularly suited to longer play periods. It’s all very familiar if you’re already a multiformat gamer, to the extent that it sometimes slightly threw my muscle memory off, reaching a thumb out to do a PlayStation touchpad function and finding only the Xbox system buttons.
Photograph: Matt Kamen
When US president Donald Trump launched his own meme cryptocurrency on January 17, days before his return to the White House, I was halfway up a Swiss alp, attending a crypto conference in the town of St. Moritz.
Memecoins, which typically have no purpose beyond financial speculation, were having a moment. The previous year, millions of new memecoins had flooded the market; a few, like Fartcoin, had rocketed to billion-dollar valuations. Pump.Fun, a platform for launching and trading memecoins, had become one of the fastest-growing crypto launchpad businesses ever. Now, the soon-to-be president was getting in on the act.
Over lunch on the second day of the conference, beneath the ornate stucco ceiling and golden chandeliers of the venue’s dining hall, I located a table designated for a conversation about memecoins. Whereas other tables were half full, the memecoin workshop was oversubscribed; latecomers pulled up chairs to create two full rows.
The discussion was led by Nagendra Bharatula, founder of investment firm G-20 Group. Bharatula had recently coauthored a paper arguing that memecoins, despite their juvenile spirit, had a place in professional investors’ portfolios. In the six months prior, a basket of 25 “bluechip memecoins”—an oxymoron if ever there was one—had outperformed bitcoin by 150 percent, he pointed out. Some of the attendees murmured their approval.
Since then, the shine has come off the memecoin market. The paper value of Trump’s coin, which climbed to a peak of $14 billion two days after its launch, has cratered to roughly $1 billion. Hundreds of thousands of small investors lost their shirts. Pump.Fun’s daily revenue, a proxy for the overall appetite for memecoin trading, is barely more than a tenth of what it was in January. The memecoin gold rush has spawned a raft of litigation.
Next up: the stablecoin. If memecoins are symbolic of reckless abandon and unflinching profiteering in cryptoland, stablecoins are a symbol of the industry’s search for purpose and respectability. Designed to hold a steady $1 valuation, stablecoins are pitched by proponents as a faster and cheaper way to make everyday payments and international money transfers.
In a year in which the US has declared itself open for crypto business, where previously crypto firms feared regulatory backlash under the Biden administration, stablecoins have supplanted memecoins as the coin à la mode—and punctured the mainstream.
Though stablecoins have been around since 2014, they have predominantly been used by crypto traders as a safe harbor during bouts of market volatility, not by regular people. The concept has also faced resistance from regulators skeptical of a new form of money; Diem, a stablecoin venture incubated at Meta, famously shuttered in 2022 in the face of broad-based opposition.
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