Automated Layout System Using Pre-calculated Merit Values
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Solution Overview
Problem
Existing layout systems struggle to automatically arrange elements in a visually appealing manner, often resulting in unsatisfactory layouts due to inadequate consideration of visual content and merit values of shape options, leading to inefficient use of space and aesthetic issues.
Innovation Solution
A method that involves determining the range of shapes and merit values for elements, storing this data in tables, and using a layout system to explore and rank permutations based on aesthetic scoring policies to select the most effective arrangements, ensuring elements are placed and sized to maintain high merit values while filling space effectively.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If automated layout systems arrange elements without considering visual content and merit values, then the layout process is fast and simple, but the aesthetic quality and visual appeal of the layout deteriorates
Solution Approach 1:
The system performs preliminary analysis of visual content and pre-calculates merit values for different shape options before arranging elements. This advance preparation allows the automated system to make informed aesthetic decisions without sacrificing speed, as the computationally intensive analysis is done beforehand and stored for quick retrieval during layout generation
Solution Approach 2:
The patent introduces merit values as an intermediary metric that bridges automated arrangement and aesthetic quality. The layout system uses these pre-computed merit values to guide element placement and sizing decisions, enabling automated systems to achieve visually appealing results without requiring complex real-time aesthetic judgment algorithms
2Loss of time
If layout systems do not explore multiple shape permutations, then the processing time is reduced, but the quality of space utilization and aesthetic appeal deteriorates
Solution Approach 1:
The system pre-explores and evaluates multiple shape permutations for each element, calculating merit values for various shape options in advance. This preliminary exploration stores the results in tables, allowing the layout system to quickly retrieve and compare pre-evaluated options during actual layout generation without performing time-consuming calculations in real-time
Solution Approach 2:
The patent applies different merit value criteria to different elements based on their specific characteristics and positions in the layout. Each element can have customized shape options with tailored merit evaluations, allowing the system to optimize space utilization locally for each element while maintaining overall layout efficiency
3Manufacturing precision
If the layout system considers multiple shape options with merit values, then the aesthetic quality improves, but the complexity of data processing and storage increases
Solution Approach 1:
The patent segments the layout problem into independent elements, each with its own set of shape options and merit values. By dividing the overall layout task into element-level decisions with pre-calculated merit tables, the system reduces processing complexity at each step while maintaining comprehensive aesthetic consideration through the aggregation of individual element optimizations
Solution Approach 2:
The system creates simplified representations (copies) of shape options and their merit values in tabular form. Instead of storing and processing complex geometric data and aesthetic criteria, the layout system uses these copied merit value tables to guide decisions, significantly reducing data processing complexity while preserving the essential information needed for aesthetic optimization
Data Source
AI summary
Arranging elements in a layout includes obtaining multiple elements to be arranged in a layout where the layout has at least one container to display multiple elements, determining a range of shapes for at least one of the multiple elements, determining merit values corresponding to the range of shapes, storing a description of the range of the shapes and at least some of the merit value, and arranging the multiple elements based on the merit value to be displayed in a display.