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改进鲸鱼算法及其在乘员约束系统中的应用
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作者 黄岳竹 尹安东 +1 位作者 王笑乐 谷先广 《合肥工业大学学报(自然科学版)》 CAS 北大核心 2022年第2期165-170,230,共7页
针对鲸鱼优化算法(whale optimization algorithm,WOA)“早熟收敛”的缺陷,文章提出一种改进的鲸鱼优化算法(modified whale optimization algorithm,MWOA)。该算法在WOA的基础上嵌入自适应权重来协调算法的全局搜索与局部开发,同时引... 针对鲸鱼优化算法(whale optimization algorithm,WOA)“早熟收敛”的缺陷,文章提出一种改进的鲸鱼优化算法(modified whale optimization algorithm,MWOA)。该算法在WOA的基础上嵌入自适应权重来协调算法的全局搜索与局部开发,同时引入反向学习策略和相关性指标优化全局极值,指引种群向更有希望的区域运动,提高算法的开发效率;利用4个基准测试函数对MWOA性能进行测试,结果表明算法性能得到了有效提升;基于有限元仿真分析,运用MWOA算法优化汽车正面100%碰撞工况下乘员约束系统性能,结果表明,该算法极大地改善了乘员约束系统的性能。 展开更多
关键词 改进的鲸鱼优化算法(MWOA) 自适应权重 反向学习策略 相关性指标 乘员约束系统
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Expressive line drawings of human faces from range images 被引量:2
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作者 huang yuezhu MARTIN Ralph R. +2 位作者 ROSIN Paul L. MENG XiangXu YANG ChengLei 《Science in China(Series F)》 2009年第2期295-307,共13页
We propose a novel technique to extract features from a range image and use them to produce a 3D pen-and-ink style portrait similar to a traditional artistic drawing. Unlike most previous template-based, component-bas... We propose a novel technique to extract features from a range image and use them to produce a 3D pen-and-ink style portrait similar to a traditional artistic drawing. Unlike most previous template-based, component-based or example-based face sketching methods, which work from a frontal photograph as input, our system uses a range image as input. Our method runs in real-time for models of moderate complexity, allowing the pose and drawing style to be modified interactively. Portrait drawing in our system makes use of occluding contours and suggestive contours as the most important shape cues. However, current 3D feature line detection methods require a smooth mesh and cannot be reliably applied directly to noisy range images. We thus present an improved silhouette line detection algorithm. Feature edges related to the significant parts of a face are extracted from the range image, connected, and smoothed, allowing us to construct chains of line paths which can then be rendered as desired. We also incorporate various portrait-drawing principles to provide several simple yet effective non- photorealistic portrait renderers such as a pen-and-ink shader, a hatch shader and a sketch shader. These are able to generate various life-like impressions in different styles from a user-chosen viewpoint. To obtain satisfactory results, we refine rendered output by smoothing changes in line thickness and opacity. We are careful to provide appropriate visual cues to enhance the viewer's comprehension of the human face. Our experimental results demonstrate the robustness and effectiveness of our approach, and further suggest that our approach can be extended to other 3D geometric objects. 展开更多
关键词 portrait drawing non-photorealistic rendering line drawing suggestive contour occluding contour feature line STYLIZATION
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