A three-dimensional modeling method of flue-cured tobacco leaf vein based on Cycle-GAN and fractal theory
Authors: 
Peng Hu, Bo Zhu, Yanhua Zou, Hongtao ZhangAuthors Info & Claims
Peng Hu, Bo Zhu, Yanhua Zou, Hongtao ZhangAuthors Info & ClaimsPages 1237 - 1242
Abstract
The main veins and primary branches of flue-cured tobacco leaf were extracted by DBSCAN clustering. Combining with the leaf vein structure, a novel method to complement the leaf vein image of tobacco with fractal theory is proposed. Then, according to the generation rules learned, recursively generate images of the first and second branches of the leaf vein. Thirdly, according to the characteristics of fine veins of tobacco leaf which belong to non-fractal, the rules of fine vein image generation and fine vein image generation are defined in the fractal theory L system. Finally, the generated leaf vein image is imported into the vector conversion software AI (Adobe Illustrator), and the transformed leaf vein vector graph is adjusted by Rhino to complete the 3D modeling of flue-cured tobacco leaf vein. The results show that the proposed modeling method can effectively solve the three-dimensional modeling problem of flue-cured tobacco leaf veins.
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Index Terms
- A three-dimensional modeling method of flue-cured tobacco leaf vein based on Cycle-GAN and fractal theory
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Published In
November 2023
1263 pages
ISBN:9798400708831
DOI:10.1145/3652628
Copyright © 2023 ACM.
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Association for Computing Machinery
New York, NY, United States
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Published: 23 May 2024
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ICAICE 2023
ICAICE 2023: The 4th International Conference on Artificial Intelligence and Computer Engineering
November 17 - 19, 2023
Dalian, China
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