AI-Based Display Setting Control From Environment and Content Images
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Traditional display apparatus control methods require user intervention and knowledge of the device's menu and settings, making them inconvenient for adjusting operating settings.
Innovation Solution
A display system that utilizes an artificial intelligence model to analyze input image files from an imaging apparatus and image processing module to automatically adjust settings based on environmental and multimedia content, including features like display mode, brightness, volume, and background color.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If manual control method is used, then user can adjust display settings, but user needs to learn menu meanings and operating settings which makes it inconvenient
Solution Approach 1:
The display apparatus automatically adjusts its operating settings by capturing images of the projection environment and analyzing them through an AI model. The system serves itself by autonomously determining optimal display parameters without requiring user intervention or knowledge of menu options, thereby eliminating the time users would spend learning and adjusting settings manually.
Solution Approach 2:
The patent replaces the mechanical interaction of manual button pressing and menu navigation with an automated image recognition and AI analysis system. The imaging apparatus captures visual information about the projection environment, and the AI model processes this data to automatically determine optimal display settings, substituting the manual mechanical control process with an intelligent automated system.
2Ease of operation
If automatic adjustment is implemented, then user burden is reduced, but device complexity increases due to imaging apparatus and AI model integration
Solution Approach 1:
The imaging apparatus serves multiple functions: it captures images for both environment analysis and content recognition, and can be used for other display apparatus functions. The AI model is trained on diverse data including projection environments and multimedia content, enabling it to handle various scenarios. This multi-functionality justifies the added complexity by providing comprehensive automated control capabilities.
3Extent of automation
If image processing is used to capture multimedia content, then automatic setting adjustment is enabled, but processing time and computational resources increase
Solution Approach 1:
The AI model is pre-trained on extensive datasets including projection environments and multimedia content characteristics. This preliminary training enables the model to quickly process and analyze images during actual operation without requiring extensive computational resources in real-time. The heavy computational work is performed in advance during the training phase, reducing processing time during deployment.
Data Source
AI summary
A display system, a display apparatus, and a control method thereof are provided. The display apparatus executes one of a first process and a second process to obtain an input image file. An artificial intelligence model is configured to generate a standard instruction according to the input image file. The display apparatus adjusts an operating setting of the display apparatus according to the standard instruction. The first process includes: obtaining a first original image file related to an environment of the display apparatus by driving an imaging apparatus, and using the first original image file as the input image file. The second process includes: capturing a multimedia content of the display apparatus by driving an image processing module to obtain a second original image file, and using the second original image file as the input image file.