Google scientists are brewing technology that could one day help you to “enhance!” photos with sharper results than current software on the market. Called RAISR, the system uses machine learning for intelligent upscaling.
RAISR stands for “Rapid and Accurate Image Super-Resolution,” and it’s a new technique researchers have created for creating high-quality versions of low-resolution photos.
RAISR stands for “Rapid and Accurate Image Super-Resolution,” and it’s a new technique researchers have created for creating high-quality versions of low-resolution photos.
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“RAISR produces results that are comparable to or better than the currently available super-resolution methods, and does so roughly 10 to 100 times faster, allowing it to be run on a typical mobile device in real-time,” Google says. “Furthermore, our technique is able to avoid recreating the aliasing artifacts that may exist in the lower resolution image.”
Traditional upsampling techniques “blow up” photos by filling in new pixel areas with data from existing pixel values nearby. These methods are fast, but they aren’t the best at bringing out details in the enlarged images.
RAISR is different in that it’s a system that has been trained on thousands of pairs of low- and high-quality images, so it knows how low-res photo details can be recreated. Using the “filters” learned from training, RAISR chooses the best way to enhance each “pixel neighborhood” in the low-res photo in order to create more resolution.
In other words, RAISR is using what it has learned from other photos to make an educated guess about what the high-res version should look like in each missing pixel area.
“When these filters are applied to the lower quality image, they recreate details that are of comparable quality to the original high resolution, and offer a significant improvement to linear, bicubic, or Lanczos interpolation methods,” Google says.
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Here’s how RAISR compares to Bicubic for a set of sample photo crops:
What’s more, RAISR can get rid of aliasing artifacts in photos such as Moire patterns and jaggies, restoring the underlying “truth” of portions of photos. Vmware fusion 8.5 5 5192483 dmg.
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Google says this technology could one day be used to improve digital “pinch to zoom,” as well as allow smaller versions of photos to be transmitted across the Web and “enhanced” by the recipient (thus saving data and storage).
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The software makes digital photography easier, faster, and more amazing. Experiment without limits in a nondestructive editing environment. Perfect your shots with advanced controls for tone, contrast, color, and more. Efficiently organize all your photos and share them almost anywhere. Keywords and collections make it easy to categorize, find, and manage your favorite photos.
Use the Adobe Photoshop Lightroom Develop module to make non-destructive adjustments, such as cropping, color correction, spot removal, tonal adjustments, and exposure. In Lightroom for macOS, you do not save photos in the traditional sense. Instead, you export new sets of files that include Develop module adjustments. The app export supports a variety of file formats suitable for a wide range of uses. For example, you can export photos as JPEGs to share online, or as TIFFs for a print publication.
Create incredible photos anywhere with Lightroom CC and 1TB of cloud storage. The app offers powerful photo editing features in an easy-to-use interface. Adjust your full-resolution shots and have both your originals and edits backed up to the cloud. Organize with searchable keywords that are automatically applied without the hassle of tagging. And easily share and showcase your photos in fun ways.
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Anywhere editing
With easy-to-use photo editing tools like sliders and filters, this product makes it simple to create photos that look just the way you want. And you can edit your full-resolution photos anywhere — on mobile devices, the web, or your desktop. Edits on one device are automatically applied everywhere else.
Smarter organization
Adobe Sensei uses machine learning to recognize the people and other content in your photos and then applies searchable keywords automatically. Looking for shots of your cousin or favorite trips to the water? Auto-tagging makes searching a snap so you can create albums based on any person or theme you want.
Worry-free storage
Starting at 1TB with options for more, the cloud storage in the tool ensures that you can access your entire library of full-resolution photos anytime you want, anywhere you are, from any device.
Easy sharing
Share your photographs with loved ones, clients, or an even bigger audience. Post photos directly to social sites. Showcase them on your website by sending them directly to Adobe Portfolio from the app on your Mac. Create stunning graphics, web pages, and video stories in minutes with Adobe Spark. It's all included in your membership.
Explore the cloud-based photo service
Edit a photo on your computer, smartphone, or tablet and your changes automatically update across all your devices.
Sync your presets and profiles
Your most requested feature is here. Now you can access all your Light room CC presets and profiles — including custom and third-party presets — across desktop, mobile, and web.
Edit your photos from anywhere
Make your photos look amazing with powerful tools on your mobile devices. Just tap and drag sliders to improve light and color, apply filters, and more — wherever you are.
Note: 7 days trial version.
Also Available: Download Adobe Photoshop Lightroom for Windows