| 基于多分类SVM的图像情感分类研究 |
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| 引用本文： | 刘全中,王吉军. 基于多分类SVM的图像情感分类研究[J]. 大连工业大学学报, 2008, 27(4) |
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| 作者姓名： | 刘全中 王吉军 |
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| 作者单位： | 大连大学信息工程学院,辽宁大连,116622;大连大学信息工程学院,辽宁大连,116622 |
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| 基金项目： | 辽宁省教育厅社会科学基金，辽宁省大连市科技计划 |
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| 摘 要： | 依据基于二叉树思想的多分类支持向量机算法,进行了天气图像的情感分类方法的研究。通过定性分析和计算对比,确定了图像情感分类的可行算法和合理参数选取方法。结果表明,完全二叉决策树SVM算法对于天气图像的情感识别具有较理想的效果。
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| 关 键 词： | 图像情感 决策树 多分类 支持向量机 |
Image emotional classification based on multiclass SVM |
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| LIU Quan-zhong,WANG Ji-jun. Image emotional classification based on multiclass SVM[J]. Journal of Dalian Dalian Polytechnic University, 2008, 27(4) |
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| Authors: | LIU Quan-zhong WANG Ji-jun |
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| Abstract: | The emotional classified methods of images were investigated in the paper according the idea of binary tree based multi-class SVM.The feasible algorithm of image emotional classification and reasonable parameter select method were proposed after qualitative analysis and calculation.Results showed that fully binary decision tree algorithm has good emotional classification rate for image emotional recognition. |
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| Keywords: | image emotion decision-tree multi-classification SVM |
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