18028063. FLEXIBLE IMAGE ASPECT RATIO USING MACHINE LEARNING simplified abstract (Google LLC)

FLEXIBLE IMAGE ASPECT RATIO USING MACHINE LEARNING

Organization Name

Google LLC

Inventor(s)

Xiao Feng of Mountian View CA (US)

Yuanzhen Li of Mountain View CA (US)

Yihui Wang of Montain View CA (US)

Omer Gimenez of Mountain View CA (US)

Han Xu of Mountain View CA (US)

Mengjie Wang of Mountain View CA (US)

Huiwen Chang of Mountain View CA (US)

AJ Maschinot of Mountain View CA (US)

Dilip Krishnan of Mountain View CA (US)

FLEXIBLE IMAGE ASPECT RATIO USING MACHINE LEARNING - A simplified explanation of the abstract

This abstract first appeared for US patent application 18028063 titled 'FLEXIBLE IMAGE ASPECT RATIO USING MACHINE LEARNING

Simplified Explanation: The patent application describes a method for adjusting the aspect ratio of an image to match the aspect ratio of a display area, including extending the image and cropping it to fit the display area.

Key Features and Innovation:

• Computing device adjusts image aspect ratio to match display area aspect ratio.
• Image is extended to include additional features.
• Automatic cropping of the extended image to fit the display area.
• Ensures the cropped image matches the aspect ratio of the display area.

Potential Applications: This technology could be used in various display systems, such as televisions, monitors, and projectors, to ensure images are presented correctly without distortion.

Problems Solved: This technology addresses the issue of mismatched aspect ratios between images and display areas, ensuring optimal presentation quality.

Benefits:

• Improved image presentation on displays.
• Automated adjustment process saves time and effort.
• Consistent aspect ratio matching for better viewing experience.

Commercial Applications: The technology could be valuable for manufacturers of display devices, digital signage companies, and content creators looking to optimize image presentation.

Prior Art: Prior art related to this technology may include patents or research on image processing, display technologies, and aspect ratio adjustment methods.

Frequently Updated Research: Researchers may be exploring advancements in image processing algorithms, display technologies, and automated cropping techniques related to this technology.

Questions about Aspect Ratio Adjustment: 1. How does this technology improve the viewing experience on different display devices? 2. What are the potential challenges in implementing this aspect ratio adjustment method effectively?

By optimizing the aspect ratio of images to match display areas, this technology ensures a consistent and high-quality viewing experience across various devices and applications.

Original Abstract Submitted

To adjust an aspect ratio of an image to match the aspect ratio of a display area for presenting the image, a computing device receives an image having a first aspect ratio, and obtains a second aspect ratio for a display area of a display in which to present the image, where the second aspect ratio is different from the first aspect ratio. The computing device extends the image to include one or more additional features which were not included in the image. Additionally, the computing device automatically crops the extended image around an identified region of interest by selecting a portion of the extended image that has an aspect ratio which matches the second aspect ratio of the display area, and provides the cropped image for presentation within the display area of the display.