18485572. APPARATUS AND METHOD WITH ARTIFICIAL INTELLIGENCE FOR SCALING IMAGE DATA simplified abstract (SAMSUNG ELECTRONICS CO., LTD.)
Contents
APPARATUS AND METHOD WITH ARTIFICIAL INTELLIGENCE FOR SCALING IMAGE DATA
Organization Name
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APPARATUS AND METHOD WITH ARTIFICIAL INTELLIGENCE FOR SCALING IMAGE DATA - A simplified explanation of the abstract
This abstract first appeared for US patent application 18485572 titled 'APPARATUS AND METHOD WITH ARTIFICIAL INTELLIGENCE FOR SCALING IMAGE DATA
Simplified Explanation
The disclosed patent application is about an artificial intelligence (AI) system that utilizes a machine learning algorithm to upscale image data. The system receives image data and associated information about a filter set from an external server. It decodes the image data and applies a first AI model based on the filter set information to upscale the decoded image data. The upscaled image data is then provided for output.
- The patent application describes a method for controlling an electronic apparatus to upscale image data using an AI model.
- The image data and information about a filter set are received from an external server.
- The image data is decoded and then upscaled using a first AI model obtained based on the filter set information.
- The upscaled image data is then outputted.
Potential applications of this technology:
- Enhancing image quality: The AI system can be used to upscale low-resolution images, improving their quality and making them suitable for various applications such as printing, video streaming, or digital displays.
- Video upscaling: The technology can be applied to upscale video frames, improving the visual experience of viewers by enhancing the resolution and details of the video content.
- Medical imaging: The AI system can be utilized to enhance the resolution and clarity of medical images, aiding in accurate diagnosis and treatment planning.
Problems solved by this technology:
- Low-resolution image limitations: The technology addresses the issue of low-resolution images by using AI models to upscale the image data, improving the visual quality and usability of the images.
- Resource-intensive upscaling: Traditional upscaling methods can be computationally expensive and time-consuming. This technology provides a more efficient and automated approach to upscaling images using AI models.
Benefits of this technology:
- Improved image quality: The AI system enhances the resolution and details of images, resulting in improved visual quality and clarity.
- Time and cost savings: The automated upscaling process reduces the need for manual intervention, saving time and resources.
- Versatile application: The technology can be applied to various types of image data, making it suitable for a wide range of industries such as entertainment, healthcare, and photography.
Original Abstract Submitted
The disclosure relates to an artificial intelligence (AI) system that uses a machine learning algorithm and an application thereof. A method for controlling an electronic apparatus according to the disclosure includes receiving image data and information associated with a filter set that is applied to an artificial intelligence model for upscaling the image data from an external server; decoding the image data; upscaling the decoded image data using a first artificial intelligence model that is obtained based on the information associated with the filter set; and providing the upscaled image data for output.
