首页|基于重叠区域的复杂破碎关系三维物体重组方法

基于重叠区域的复杂破碎关系三维物体重组方法

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三维破碎物体的自动化重组在医学、模式识别、文物遗产等领域具有广泛应用.探讨了三维破碎物体自动化重组的难题,特别是面对复杂断裂模式的碎片自动化组装.与传统侧重简单断面匹配的方法不同,该研究重点验证了复杂破碎物体间重叠区域提取对重组性能的影响.通过对多个破碎物体对的重叠区域进行人工标记,并在此基础上进行特征提取和配准实验.结果表明,与仅从断裂面提取特征相比,重叠区域的特征提取能显著提升重组效果.基于此发现,该研究提出了一个碎片重组框架,并成功实现了含有多块复杂破碎碎片的三维物体的自动化组装,为处理复杂破碎关系的三维物体重组提供了新的视角和方法.
Method for Reassembling 3D Objects with Complex Fragmentation Relationships Based on Overlapping Regions
The automated recombination of 3D broken objects has wide applications in fields such as medicine,pattern recognition,and cultural heritage.Explored the challenges of automated reassembly of 3D broken objects,particularly in the face of complex fracture patterns in automated assembly of fragments.Unlike traditional methods that focus on simple section matching,this study focuses on verifying the impact of extracting overlapping regions between complex and fragmented objects on the recombination performance.By manually marking the overlapping areas of multiple broken objects,and based on this,conducting feature extraction and registration experiments.The results indicate that feature extraction in overlapping regions can significantly improve the recombination effect compared to extracting features only from fracture surfaces.Based on this discovery,this study proposes a fragment reassembly framework and successfully realizes the automated assembly of 3D objects containing multiple complex fragments,providing a new perspective and method for dealing with the reassembly of 3D objects with complex fragmentation relationships.

3D broken objectsautomated recombinationcomplex broken relationshipsoverlapping areas

苏浩田、刘嵩、刘建成、王冲

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贵州师范大学贵州省信息与计算科学重点实验室,贵州贵阳 550001

四川省文物考古研究院,四川成都 610041

三维破碎物体 自动化重组 复杂破碎关系 重叠区域

2024

自动化应用
重庆西南信息有限公司

自动化应用

影响因子:0.156
ISSN:1674-778X
年,卷(期):2024.65(8)
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