Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003最新文献_第3页

The convergence of the abstract evolutionary algorithm based on a special selection mechanism 基于特殊选择机制的抽象进化算法的收敛性

Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003 Pub Date : 2003-09-27 DOI: 10.1109/ICCIMA.2003.1238151

Xu Mingzhi, Zhong Wei-cai, Jiao Licheng

引用次数: 1

Global numerical optimization using multi-agent genetic algorithm 基于多智能体遗传算法的全局数值优化

Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003 Pub Date : 2003-09-27 DOI: 10.1109/ICCIMA.2003.1238119

Zhong Wei-cai, Liu Jing, Xu Mingzhi, Jiao Licheng

引用次数: 8

Improved decomposition method for support vector machines 改进的支持向量机分解方法

Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003 Pub Date : 2003-09-27 DOI: 10.1109/ICCIMA.2003.1238096

Weida Zhou, Li Zhang, L. Jiao

引用次数: 1

Web mining based on multi-agents 基于多代理的Web挖掘

Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003 Pub Date : 2003-09-27 DOI: 10.1109/ICCIMA.2003.1238106

Li Zhan, Li Zhijing

引用次数: 18

Face detection and facial feature extraction in color image 彩色图像中的人脸检测与特征提取

Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003 Pub Date : 2003-09-27 DOI: 10.1109/ICCIMA.2003.1238112

Zhi-fang Liu, Zhifu You, A.K. Jain, Yun-qiong Wang

{"title":"Face detection and facial feature extraction in color image","authors":"Zhi-fang Liu, Zhifu You, A.K. Jain, Yun-qiong Wang","doi":"10.1109/ICCIMA.2003.1238112","DOIUrl":"https://doi.org/10.1109/ICCIMA.2003.1238112","url":null,"abstract":"Face detection and facial feature extraction plays an important role in video surveillance, human computer interaction and face recognition. Color is a useful piece of information in computer vision especially for skin detection. In this paper, we propose a novel approach for skin segmentation and facial feature extraction. The proposed skin segmentation is a method for integrating the chrominance components of nonlinear YCrCb color model. The goal of skin detection is to group pixels to form possible face candidate regions and then use connected components analysis for pixels grouping. In order to detect the facial feature in scale invariant, the possible face candidate regions will be normalized, and then texture information in these regions will be segmented by means of mean and variance of face region. Edge will be detected using the method based on multi-scale morphological. Eye will be located by the PCA edge direction. The others feature, such as nose and mouth, also located using the geometrical shape information. As all the above-mentioned techniques are simple and efficient, the proposed method is computational effective and suitable for practical applications. In our experiments, the proposed method has been successfully evaluated using two different test datasets. The detection accuracy is around 98%, the average run time ranged from 0.1-0.3 sec per frame.","PeriodicalId":385362,"journal":{"name":"Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128161181","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 34

A hierarchical method to describe multimedia document 一种描述多媒体文档的分层方法

Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003 Pub Date : 2003-09-27 DOI: 10.1109/ICCIMA.2003.1238161

Yan Jianfeng, Zhang Yang, Li Zhanhuai

引用次数: 3

Apply agent technology into distributed GIS 将agent技术应用于分布式GIS

Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003 Pub Date : 2003-09-27 DOI: 10.1109/ICCIMA.2003.1238122

Luo Yingwei, Wang Xiaolin, Xu Zhuo-qun

引用次数: 1

A new image fusion algorithm based on wavelet transform 一种基于小波变换的图像融合新算法

Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003 Pub Date : 2003-09-27 DOI: 10.1109/ICCIMA.2003.1238117

Li Ming, Wu Shunjun

引用次数: 15

An experience-based evolutionary negotiation model 基于经验的进化协商模型

Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003 Pub Date : 2003-09-27 DOI: 10.1109/ICCIMA.2003.1238127

Hiroshi Ouchiyama, Runhe Huang, Jianhua Ma, K. Sim

引用次数: 6

Fuzzy C-means clustering algorithm based on kernel method 基于核法的模糊c均值聚类算法

Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003 Pub Date : 2003-09-27 DOI: 10.1109/ICCIMA.2003.1238099

Zhongdong Wu, W. Xie, Jianping Yu

引用次数: 194