[1]余思泉,曹江涛,李平,等.基于空间金字塔特征包的手势识别算法[J].智能系统学报,2015,10(3):429-435.[doi:10.3969/j.issn.1673-4785.201405054]
 YU Siquan,CAO Jiangtao,LI Ping,et al.Hand gesture recognition based on the spatial pyramid bag of features[J].CAAI Transactions on Intelligent Systems,2015,10(3):429-435.[doi:10.3969/j.issn.1673-4785.201405054]
点击复制

基于空间金字塔特征包的手势识别算法

参考文献/References:
[1] 隋云衡, 郭元术. 融合Hu矩与BoF-SURF支持向量机的手势识别[J]. 计算机应用研究, 2013, 31(3): 953-956, 960. SUI Yunheng, GUO Yuanshu. Hand gesture recognition based on combining Hu moments and BoF-SURF support vector machine[J]. Application Research of Computers, 2013, 31(3): 953-956, 960.
[2] 张良国, 吴江琴, 高文, 等. 基于Hausdorff距离的手势识别[J]. 中国图象图形学报, 2002, 7(11): 1144-1150.ZHANG Liangguo, WU Jiangqin, GAO Wen, et al. Hand gesture recognition based on Hausdorff distance[J]. Journal of Image and Graphics, 2002, 7(11): 1144-1150.
[3] 黄国范, 毛红阁. 基于切线距离的中国手指语字母手势识别[J]. 吉林化工学院学报, 2013, 30(3): 79-81. HUANG Guofan, MAO Hongge. Tangent distance-based Chinese finger alphabet gesture recognition[J]. Journal of Jilin Institute of Chemical Technology, 2013, 30(3): 79-81.
[4] 张汗灵, 李红英, 周敏. 融合多特征和压缩感知的手势识别[J]. 湖南大学学报:自然科学版, 2013, 40(3): 87-92. ZHANG Hanling, LI Hongying, ZHOU Min. Hand posture recognition based on multi-feature and compressive sensing[J]. Journal of Hunan University: Natural Sciences, 2013, 40(3): 87-92.
[5] 丁友东, 庞海波, 吴学纯, 等. 一种用于手势识别的局部均值模式纹理描述子[J]. 应用科学学报, 2013, 31(5): 526-532.DING Youdong, PANG Haibo, WU Xuechun, et al. Local mean pattern texture descriptor for gesture recognition[J]. Journal of Applied Sciences, 2013, 31(5): 526-532.
[6] DARDAS N H, GEORGANAS N D. Real-time hand gesture detection and recognition using bag-of-features and support vector machine techniques[J]. IEEE Transaction on Instrumentation and Measurement, 2011, 60(11): 3592-3607.
[7] JIANG Yugang, NGO C W, YANG Jun. Towards optimal bag-of-features for object categorization and semantic video retrieval[C]//Proceedings of the 6th ACM International Conference on Image and Video Retrieval. New York, USA, 2007: 494-501.
[8] CHUANG Yuelong, CHEN Ling, CHEN Gencai. Hierarchical bag-of-features for hand gesture recognition[C]//Proceedings of 18th IEEE International Conference on Image Processing. Brussels, Belgium, 2011: 1777-1780.
[9] LOWE D G. Distinctive image features from scale-invariant keypoints[J]. International Journal of Computer Vision, 2004, 60(2): 91-110.
[10] LAZEBNIK S, SCHMID C, PONCE J. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories[C]//Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. New York, USA, 2006: 2169-2178.
[11] ARTHER D, VASSILVITSKII S. K-means++: the advantages of careful seeding[C]//Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms. New York, USA, 2007: 1027-1035.
[12] 易晓梅, 吴鹏, 刘丽娟, 等. 一种基于改进支持向量机的入侵检测方法研究[J]. 计算机工程与应用, 2012, 48(15): 74-77.YI Xiaomei, WU Peng, LIU Lijuan, et al. Intrusion detection method based on improved SVM[J]. Computer Engineering and Applications, 2012, 48(15): 74-77.
[13] BARLA A, ODONE F, VERRI A. Histogram intersection kernel for image classification[C]//Proceedings of International Conference on Image Processing. Barcelona, Spain, 2003: 513-516.
[14] CHANG C C, LIN C J. LIBSVM: a library for support vector machines.[EB/OL]. [2014-05-10]. http://www.csie.ntu.edu.tw/cjlin/libsvm.
[15] TRIESCH J, MALSBURG C, MARCEL S. Hand posture and gesture datasets: Jochen Triesch static hand posture database.[EB/OL]. [2014-05-10]. http://www.idiap.ch/resources/gestures/.
[16] JUST A, RODRIGUEZ Y, MARCEL S. Hand posture classification and recognition using the modified census transform[C]//Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition. Southampton, UK, 2006: 351-356.
[17] 张秋余, 王道东, 张墨逸, 等. 基于特征包支持向量机的手势识别[J]. 计算机应用, 2012, 32(12): 3392-3396. ZHANG Qiuyu, WANG Daogdong, ZHANG Moyi, et al. Hand gesture recognition based on bag of features and support vector machine[J]. Journal of Computer Applications, 2012, 32(12): 3392-3396.
相似文献/References:
[1]贾鹤鸣,朱传旭,张森,等.对偶树复小波与空域信息的手势识别分类研究[J].智能系统学报,2018,13(4):619.[doi:10.11992/tis.201708003]
 JIA Heming,ZHU Chuanxu,ZHANG Sen,et al.Research on gesture recognition and classification of dual-tree complex wavelet and spatial information[J].CAAI Transactions on Intelligent Systems,2018,13():619.[doi:10.11992/tis.201708003]
[2]董旭德,许源平,舒红平,等.基于质心分水岭算法的静态手势分割算法模型[J].智能系统学报,2019,14(2):346.[doi:10.11992/tis.201804028]
 DONG Xude,XU Yuanping,SHU Hongping,et al.Static gesture segmentation algorithm model based on centroid watershed algorithm[J].CAAI Transactions on Intelligent Systems,2019,14():346.[doi:10.11992/tis.201804028]
[3]韦知辛,方勇纯.融合人类认知模式的自主发育网络及其在手势识别的应用[J].智能系统学报,2023,18(1):144.[doi:10.11992/tis.202212002]
 WEI Zhixin,FANG Yongchun.Autonomous developmental network incorporating human cognitive modes and its application in gesture recognition[J].CAAI Transactions on Intelligent Systems,2023,18():144.[doi:10.11992/tis.202212002]

备注/Memo

收稿日期:2014-5-26;改回日期:。
基金项目:国家自然科学基金资助项目(61103123).
作者简介:余思泉,男,1988年生,硕士研究生,主要研究方向为图像处理、模式识别,申请发明专利2项.?曹江涛,男,1978年生,教授、博士,中国自动化学会机器人专业委员会委员和青工委委员,主要研究方向为智能方法及其在工业控制和视频信息处理上的应用.承担国家自然科学基金等项目多项,发表学术论文40余篇,其中被SCI检索6篇、EI检索22篇.李平,男,1964年生,教授,博士生导师,IEEE高级会员,中国自动化学会过程控制专业委员会委员,主要研究方向为工业过程的先进控制理论及其应用.承担国家“863”计划项目、国家自然科学基金等项目多项,发表学术论文100余篇,其中被SCI、EI检索50余篇.
通讯作者:曹江涛. E-mail: jtcao@lnpu.edu.cn.

更新日期/Last Update: 2015-07-15
Copyright © 《 智能系统学报》 编辑部
地址:(150001)黑龙江省哈尔滨市南岗区南通大街145-1号楼 电话:0451- 82534001、82518134 邮箱:tis@vip.sina.com