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Topaz Labs' flagship app uses AI algorithms to make some complex image corrections really, really easy. But is there enough here to justify its rather steep price?
Space constraints in the thin bodies of modern smartphones mean camera engineers are limited in terms of the size of image sensors they can use in their designs. Manufacturers have therefore been pushing computational imaging methods to improve the quality of their devices' image output.
Google's Super Resolution algorithm is one such method. It involves shooting a burst of raw photos every time the shutter is pressed and takes advantage of the user's natural hand-shake, even if it is ever so slight. The pixel-level differences between each of the frames in the burst can be used to merge several images of the burst into an output file with optimized detail at each pixel location.
|An illustration that shows how multiple frames are aligned to create the final image.|
Google uses the Super Resolution in the Night Sight feature and Super-Res zoom of the Pixel 3 devices and has previously published an in-depth article about it on its blog . Our own Rishi Sanyal has also had a close look at the technology and the features it has been implemented in.
|A visual representation of the steps used to create the final image from a burst of Raw input images.|
Now Google has published the above video that provides a great overview of the technology in just over three minutes.
'This approach, which includes no explicit demosaicing step, serves to both increase image resolution and boost signal to noise ratio,' write the Google researchers in the paper the video is based on. 'Our algorithm is robust to challenging scene conditions: local motion, occlusion, or scene changes. It runs at 100 milliseconds per 12-megapixel RAW input burst frame on mass-produced mobile phones.'
May 26, 2022
Google partners with Dr. Ellis Monk to improve skin tone representation across its products and technology
May 12, 2022
May 19, 2022
May 18, 2022
Above $2500 cameras tend to become increasingly specialized, making it difficult to select a 'best' option. We case our eye over the options costing more than $2500 but less than $4000, to find the best all-rounder.
There are a lot of photo/video cameras that have found a role as B-cameras on professional film productions or even A-cameras for amateur and independent productions. We've combed through the options and selected our two favorite cameras in this class.
What’s the best camera for around $2000? These capable cameras should be solid and well-built, have both the speed and focus to capture fast action and offer professional-level image quality. In this buying guide we’ve rounded up all the current interchangeable lens cameras costing around $2000 and recommended the best.
Family moments are precious and sometimes you want to capture that time spent with loved ones or friends in better quality than your phone can manage. We've selected a group of cameras that are easy to keep with you, and that can adapt to take photos wherever and whenever something memorable happens.
What's the best camera for shooting sports and action? Fast continuous shooting, reliable autofocus and great battery life are just three of the most important factors. In this buying guide we've rounded-up several great cameras for shooting sports and action, and recommended the best.
|Bald Eagle and Handler-0432 by vbuhay|
from People Who Look Like Their Pets
|All the way up there ..beautiful view by Vishnu photoplorer|
from Tout Là Haut
|About to leave for Mexico City by Sv1|
from Civil Airliner Parked at an Airport, Surrounded by Baggage Trolleys and Other Equipment
|w756 by River Photography|
|Wild American Flamingos by Fotorequest|
from Flamingos Unlimited
Take a trip inside the mind (and mouth) of a creative, quirky pinhole photographer.
While peak Milky Way season is on hiatus, there are other night sky wonders to focus on. We look at the Orion constellation and Northern Lights, which are prevalent during the winter months.
We've gone hands-on with Nikon's new 17-28mm F2.8 lens for its line of Z-mount cameras. Check out the sample gallery to see what kind of image quality it has to offer on a Nikon Z7 II.
The winning and finalist images from the annual Travel Photographer of the Year awards have been announced, showcasing incredible scenes from around the world. Check out the gallery to see which photographs took the top spots.
The rumor mill suggests the announcement will be a 50mm F1.4 DG DN lens for full-frame mirrorless camera systems.
The a7R V is the fifth iteration of Sony's high-end, high-res full-frame mirrorless camera. The new 60MP Mark IV, gains advanced AF, focus stacking and a new rear screen arrangement. We think it excels at stills.
Using affordable Sony NP-F batteries and the Power Junkie V2 accessory, you can conveniently power your camera and accessories, whether they're made by Sony or not.
According to Japanese financial publication Nikkei, Sony has moved nearly all of its camera production out of China and into Thailand, citing geopolitical tensions and supply chain diversification.
Got a new camera? Get started with your Canon EOS R7 by changing these critical settings.
A pro chimes in with his long-term impressions of DJI's Mavic 3. While there were ups and downs, filmmaker José Fransisco Salgado found that in his use of the drone, firmware updates have made it better with every passing month.
Landscape photography has a very different set of requirements from other types of photography. We pick the best options at three different price ranges.
AI is here to stay, so we must prepare ourselves for its many consequences. We can use AI to make our lives easier, but it's also possible to use AI technology for more nefarious purposes, such as making stealing photos a simple one-click endeavor.
This DIY project uses an Adafruit board and $40 worth of other components to create a light meter and metadata capture device for any film photography camera.
Scientists at the Green Bank Observatory in West Virginia have used a transmitter with 'less power than a microwave' to produce the highest resolution images of the moon ever captured from Earth.
The tiny cameras, which weigh just 1.4g, fit inside the padding of a driver's helmet, offering viewers at home an eye-level perspective as F1 cars race through the corners of the world's most exciting race tracks. In 2023, all drivers will be required to wear the cameras.
The announcement is believed to be the M.Zuiko Digital ED 90mm F3.5 Macro IS Pro lens, which was confirmed on the OM System roadmap last year.
The new ultrafast prime for Nikon Z-mount cameras is a re-worked version of Cosina's existing Voigtländer 50mm F1 Aspherical lens for Leica M-mount cameras.
There are plenty of hybrid cameras on the market, but often a user needs to choose between photo- or video-centric models in terms of features. Jason Hendardy explains why he would want to see shutter angle and 32-bit float audio as added features in cameras that highlight both photo and video functionalities.
SkyFi's new Earth Observation service is now fully operational, allowing users to order custom high-resolution satellite imagery of any location on Earth using a network of more than 80 satellites.
The firmware update adds eye-detection AF to video capture and improves autofocus performance in other modes.
In some parts of the world, winter brings picturesque icy and snowy scenes. However, your drone's performance will be compromised in cold weather. Here are some tips for performing safe flights during the chilliest time of the year.
The winners of the Ocean Art Photo Competition 2022 have been announced, showcasing incredible sea-neries (see what we did there?) from around the globe.
Venus Optics has announced a quartet of new anamorphic cine lenses for Super35 cameras, the Proteus 2x series. The 2x anamorphic lenses promise ease of use, accessibility and high-end performance for enthusiast and professional video applications.
We've shot the new Fujinon XF 56mm F1.2R WR lens against the original 56mm F1.2R, to check whether we should switch the lens we use for our studio test scene or maintain consistency.
Nature photographer Erez Marom continues his series about landscape composition by discussing the multifaceted role played by the sky in a landscape image.
Check out some of our full resolution Canon EOS R6 Mark II photos, captured over the holidays and in the mountains.
After weeks with a production Canon EOS R6 Mark II, Chris and Jordan get into more detail than they could in their initial review.
The NONS SL660 is an Instax Square instant camera with an interchangeable lens design. It's made of CNC-milled aluminum alloy, has an SLR-style viewfinder, and retails for a $600. We've gone hands-on to see what it's like to shoot with.
Recently, DJI made Waypoints available for their Mavic 3 series of drones, bringing a formerly high-end feature to the masses. We'll look at what this flight mode is and why you should use it.
Astrophotographer Bray Falls was asked to help verify the discovery of the Andromeda Oxygen arc. He describes his process for verification, the equipment he used and where astronomers should point their telescopes next.