Exploration and Education in Red Culture Visual Design With Intelligent Image Technology DOI Open Access

Binbin Yan,

Xiaowen Li

International Journal of Cognitive Informatics and Natural Intelligence, Год журнала: 2025, Номер 19(1), С. 1 - 20

Опубликована: Май 10, 2025

To address challenges in teaching red culture visual design, this study uses intelligent image processing, including denoising and modeling algorithms, to extract unique indicators from data. A theoretical model captures changes, demonstrating improved accuracy by comparing original optimized Gaussian parameters show linear then stable expansion, while variance highlights significant volatility. Tracking three matrix types reveals distinct trends. Optimized data exhibit better forms with reduced errors, enhancing practices improving calculation outcomes for education.

Язык: Английский

Exploration and Education in Red Culture Visual Design With Intelligent Image Technology DOI Open Access

Binbin Yan,

Xiaowen Li

International Journal of Cognitive Informatics and Natural Intelligence, Год журнала: 2025, Номер 19(1), С. 1 - 20

Опубликована: Май 10, 2025

To address challenges in teaching red culture visual design, this study uses intelligent image processing, including denoising and modeling algorithms, to extract unique indicators from data. A theoretical model captures changes, demonstrating improved accuracy by comparing original optimized Gaussian parameters show linear then stable expansion, while variance highlights significant volatility. Tracking three matrix types reveals distinct trends. Optimized data exhibit better forms with reduced errors, enhancing practices improving calculation outcomes for education.

Язык: Английский

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