Digital Architectural Form Generation Through Pixel System-Driven Image Feature Information
This study analyzes valuable information (image feature information) from pixel-based images to systematize the form generation process utilizing this information. Information in architecture is mainly used as an analytical tool for functional design optimization. However, the Fourth Industrial Revo...
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| Format: | Article |
| Language: | English |
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MDPI AG
2024-11-01
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| Series: | Buildings |
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| Online Access: | https://www.mdpi.com/2075-5309/14/11/3635 |
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| author | Hee-Sung An You-Chang Jeon Sung-Wook Kim |
| author_facet | Hee-Sung An You-Chang Jeon Sung-Wook Kim |
| author_sort | Hee-Sung An |
| collection | DOAJ |
| description | This study analyzes valuable information (image feature information) from pixel-based images to systematize the form generation process utilizing this information. Information in architecture is mainly used as an analytical tool for functional design optimization. However, the Fourth Industrial Revolution and advances in information and communication technology have positioned information as a core value-creating tool. Consequently, there is a growing need to develop methodologies for effectively applying information to architectural design generation. This study combines digital technology with images, which directly influence architectural design, transforming them into numerical information. By systematizing the three-dimensional form generation process using low-level image feature information, it analyzes the relationship between the characteristics of valuable information and the generated forms. This approach helps identify the interrelationships between the characteristics of valuable information and the generated forms, the complementarity needed to mitigate the limitations of valuable information, and the potential for architectural applications of the three-dimensional form generation methodology utilizing image information. This approach reduces labor and enhances architectural aesthetics by instantly generating diverse early design alternatives. Such research can provide a more logical basis for avoiding intuitive judgments during the design decision-making process. It can also lay the groundwork for information-centric design systems in architecture. |
| format | Article |
| id | doaj-art-749bc41968ee4021b5b27fcedd5bc7ed |
| institution | OA Journals |
| issn | 2075-5309 |
| language | English |
| publishDate | 2024-11-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Buildings |
| spelling | doaj-art-749bc41968ee4021b5b27fcedd5bc7ed2025-08-20T02:28:11ZengMDPI AGBuildings2075-53092024-11-011411363510.3390/buildings14113635Digital Architectural Form Generation Through Pixel System-Driven Image Feature InformationHee-Sung An0You-Chang Jeon1Sung-Wook Kim2Department of Smart Convergence Architecture, Ajou University, Suwon 16499, Republic of KoreaDepartment of Architecture, Ajou University, Suwon 16499, Republic of KoreaDepartment of Architecture, Ajou University, Suwon 16499, Republic of KoreaThis study analyzes valuable information (image feature information) from pixel-based images to systematize the form generation process utilizing this information. Information in architecture is mainly used as an analytical tool for functional design optimization. However, the Fourth Industrial Revolution and advances in information and communication technology have positioned information as a core value-creating tool. Consequently, there is a growing need to develop methodologies for effectively applying information to architectural design generation. This study combines digital technology with images, which directly influence architectural design, transforming them into numerical information. By systematizing the three-dimensional form generation process using low-level image feature information, it analyzes the relationship between the characteristics of valuable information and the generated forms. This approach helps identify the interrelationships between the characteristics of valuable information and the generated forms, the complementarity needed to mitigate the limitations of valuable information, and the potential for architectural applications of the three-dimensional form generation methodology utilizing image information. This approach reduces labor and enhances architectural aesthetics by instantly generating diverse early design alternatives. Such research can provide a more logical basis for avoiding intuitive judgments during the design decision-making process. It can also lay the groundwork for information-centric design systems in architecture.https://www.mdpi.com/2075-5309/14/11/3635architectural form generationdata visualizationimage feature informationgenerative designalgorithm |
| spellingShingle | Hee-Sung An You-Chang Jeon Sung-Wook Kim Digital Architectural Form Generation Through Pixel System-Driven Image Feature Information Buildings architectural form generation data visualization image feature information generative design algorithm |
| title | Digital Architectural Form Generation Through Pixel System-Driven Image Feature Information |
| title_full | Digital Architectural Form Generation Through Pixel System-Driven Image Feature Information |
| title_fullStr | Digital Architectural Form Generation Through Pixel System-Driven Image Feature Information |
| title_full_unstemmed | Digital Architectural Form Generation Through Pixel System-Driven Image Feature Information |
| title_short | Digital Architectural Form Generation Through Pixel System-Driven Image Feature Information |
| title_sort | digital architectural form generation through pixel system driven image feature information |
| topic | architectural form generation data visualization image feature information generative design algorithm |
| url | https://www.mdpi.com/2075-5309/14/11/3635 |
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