| 智能手机人脸检测系统的设计与实现 |
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| 引用本文： | 胡小平,陈锻生,陈伟斌. 智能手机人脸检测系统的设计与实现[J]. 计算机工程与设计, 2010, 31(3) |
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| 作者姓名： | 胡小平 陈锻生 陈伟斌 |
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| 作者单位： | 1. 国立华侨大学,计算机科学与技术学院,福建,泉州,362021
2. 福州大学,数学与计算机科学学院,福建,福州,350002 |
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| 基金项目： | 福建省科技计划重点基金项目 |
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| 摘 要： | 改进了肤色检测方法,设计和实现了智能手机上的人脸检测系统.由于移动平台计算能力弱、内存空间小,该系统对算法进行了优化:在去除非人脸阶段提出排队编号算法以避免多次重复遍历图像,使用静态查找表、位运算、迭代法和浮点化整法等.实验结果表明,该系统能在Pocket PC上快速且较为准确的定位出复杂背景下彩色图像中的多个正面、有一定偏转的人脸.
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| 关 键 词： | 智能手机 肤色建模 融合 排队编号算法 人脸验证 |
Design and implementation of face detection system on smart phone |
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| HU Xiao-ping,CHEN Duan-sheng,CHEN Wei-bin. Design and implementation of face detection system on smart phone[J]. Computer Engineering and Design, 2010, 31(3) |
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| Authors: | HU Xiao-ping CHEN Duan-sheng CHEN Wei-bin |
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| Affiliation: | HU Xiao-ping 1,CHEN Duan-sheng 1,CHEN Wei-bin 2 (1.School of Computer Science , Technology,Huaqiao University,Quanzhou 362021,China,2.School of Mathematics , Computer Science,Fuzhou University,Fuzhou 350002,China) |
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| Abstract: | Extend skin-color based face detection method,a face detection system on smart phone is designed and implemented.As to mobile platform with small memory capacity and low computation,the system optimizes the algorithm:the queuing-numbering algorithm at the stage of removing non-human is proposed,using static search table,bit operation,iteration and so on.The experiments show that the detection approach can locate one or more human faces in complex backgrounds that have small rotation or not on Pocket PC. |
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| Keywords: | smart phone skin-color modeling combination queuing-numbering human faceverification |
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