典型文献
Improved Spectral Clustering Clothing Image Segmentation Algorithm Based on Sparrow Search Algorithm
文献摘要：
In the process of clothing image researching, how to segment the clothing quickly and accurately and retain the clothing style details as much as possible is the basis of subsequent image analysis. Spectral clustering clothing image segmentation algorithm is a common method in the process of clothing image extraction. However, the traditional model requires high computing power and is easily affected by the initial center of clustering. It often falls into local optimization. Aiming at the above two points, an improved spectral clustering clothing image segmentation algorithm is proposed in this paper. The Nystrom approximation strategy is introduced into the spectral mapping process to reduce the computational complexity. In the clustering stage, this algorithm uses the global optimization advantage of the particle swarm optimization algorithm and selects the sparrow search algorithm to search the optimal initial clustering point, to effectively avoid the occurrence of local optimization. In the end, the effectiveness of this algorithm is verified on clothing images in each environment.
文献关键词：
中图分类号：
作者姓名：
HUANG Wenan;QIAN Suqin
作者机构：
College of Information Science and Technology,Donghua University,Shanghai 201620,China;Engineering Research Center of Digitized Textile&Fashion Technology,Ministry of Education,Donghua University,Shanghai 201620,China
文献出处：
引用格式：
[1]HUANG Wenan;QIAN Suqin-.Improved Spectral Clustering Clothing Image Segmentation Algorithm Based on Sparrow Search Algorithm)[J].东华大学学报（英文版）,2022(04):340-344
A类：
Nystrom
B类：
Improved,Spectral,Clustering,Clothing,Image,Segmentation,Algorithm,Based,Sparrow,Search,In,process,clothing,researching,how,quickly,accurately,retain,style,details,much,possible,basis,subsequent,analysis,clustering,segmentation,algorithm,common,method,extraction,However,traditional,model,requires,high,computing,power,easily,affected,by,initial,center,It,often,falls,into,local,optimization,Aiming,above,two,points,improved,spectral,proposed,this,paper,approximation,strategy,introduced,mapping,reduce,computational,complexity,stage,uses,global,advantage,particle,swarm,selects,sparrow,optimal,effectively,avoid,occurrence,end,effectiveness,verified,images,each,environment
AB值：
0.549196
相似文献
机标中图分类号，由域田数据科技根据网络公开资料自动分析生成，仅供学习研究参考。
