[1]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):346-354.[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(2):346-354.[doi:10.11992/tis.201804028]
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基于质心分水岭算法的静态手势分割算法模型

参考文献/References:
[1] 易靖国, 程江华, 库锡树. 视觉手势识别综述[J]. 计算机科学, 2016, 43(S1):103-108 YI Jingguo, CHENG Jianghua, KU Xishu. Review of gestures recognition based on vision[J]. Computer science, 2016, 43(S1):103-108
[2] 曹昕燕, 赵继印, 李敏. 基于肤色和运动检测技术的单目视觉手势分割[J]. 湖南大学学报(自然科学版), 2011, 38(1):78-83 CAO Xinyan, ZHAO Jiyin, LI Min. Monocular vision gesture segmentation based on skin color and motion detection[J]. Journal of Hunan university (natural sciences), 2011, 38(1):78-83
[3] 张国亮, 王展妮, 王田. 应用计算机视觉的动态手势识别综述[J]. 华侨大学学报(自然科学版), 2014, 35(6):653-658 ZHANG Guoliang, WANG Zhanni, WANG Tian. Survey on dynamic hand gesture recognition with computer vision[J]. Journal of Huaqiao university (natural science), 2014, 35(6):653-658
[4] WU Ying, HUANG T S. Vision-based gesture recognition:a review[C]//International Gesture Workshop on Gesture-Based Communication in Human-Computer Interaction. Berlin, Heidelberg, Germany:Springer-Verlag, 1999:103-115.
[5] TARA R Y, PAULUS T, SANTOSA I, et al. Hand segmentation from depth image using anthropometric approach in natural interface development[J]. International journal of scientific & engineering research, 2012, 3(5):208-215.
[6] 王先军, 白国振, 杨勇明. 复杂背景下BP神经网络的手势识别方法[J]. 计算机应用与软件, 2013, 30(3):247-249 WANG Xianjun, BAI Guozheng, YANG Yongming. Hand gesture recognition based on BP neural network in complex background[J]. Computer applications and software, 2013, 30(3):247-249
[7] PATEL D G. Point pattern matching algorithm for recognition of 36 ASL gestures[J]. International journal of science and modern engineering, 2013, 7(1):24-28.
[8] LEE J Y, RHEE G W, DONG W S. Hand gesture-based tangible interactions for manipulating virtual objects in a mixed reality environment[J]. International journal of advanced manufacturing technology, 2010, 51(9/10/11/12):1069-1082.
[9] ZENG Jianchao, WANG Yue, TURNER R, et al. Vision-based finger tracking of breast palpation for improving breast self-examination[C]//Proceedings of 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Bridging Disciplines for Biomedicine. Amsterdam, Netherlands:IEEE, 1996:148-149.
[10] DAVIS J, SHAH M. Visual gesture recognition[J]. IEE proceedings-vision, image and signal processing, 1994, 141(2):101-106.
[11] DORFMULLER-ULHAAS K, SCHMALSTIEG D. Finger tracking for interaction in augmented environments[C]//Proceedings. IEEE and ACM International Symposium on Augmented Reality. New York, NY, USA:IEEE, 2001:55-64.
[12] 张国家, 左敦稳, 黎向锋, 等. 基于圆形梯度的手势分割算法的设计与实现[J]. 机械设计与制造工程, 2013, 42(9):1-6 ZHANG Guojia, ZUO Dunwen, LI Xiangfeng, et al. Design and development of a new gesture segmentation algorithm based on circular gradient[J]. Machine design and manufacturing engineering, 2013, 42(9):1-6
[13] 杨磊, 隋云衡, 姚立虎. 结合肤色分割与手形匹配算法的静态手势检测[J]. 信息通信, 2013(4):4-6 YANG Lei, SUI Yunheng, YAO Lihu. The static gesture detection with combining skin color segmentation and hand-shape matching algorithm[J]. Information and communication, 2013(4):4-6
[14] 张羽, 徐端全. OpenCV分水岭算法的改进及其在细胞分割中的应用[J]. 计算机应用, 2012, 32(S1):134-136 ZHANG Yu, XU Duanquan. Improvement on watershed algorithm of OpenCV and its application in cell image segmentation[J]. Journal of computer applications, 2012, 32(S1):134-136
[15] 胡学敏, 沈朝晓, 王司雨, 等. 基于多边形凹凸点检测的远距离手势识别[J]. 信息通信, 2015(9):57-58 HU Xueming, SHEN Chaoxiao, WANG Siyu, et al. Remote gesture recognition based on polygon bump pointdetection[J]. Information and communication, 2015(9):57-58
[16] 邱瑞, 祝日星, 许宏科. 基于改进分水岭算法的图像分割算法[J]. 吉林大学学报(理学版), 2017, 55(3):629-634 QIU Rui, ZHU Rixing, XU Hongke. Image segmentation algorithm based on improved watershed algorithm[J]. Journal of Jilin university (science edition), 2017, 55(3):629-634
[17] 王晓, 踪琳. 基于OpenCV视觉库的嵌入式视频处理系统[J]. 电子质量, 2017(3):54-59 WANG Xiao, ZONG Lin. Embedded video monitoring system based on OpenCV visual library[J]. Electronics quality, 2017(3):54-59
[18] PRIYAL S P, BORA P K. A robust static hand gesture recognition system using geometry based normalizations and Krawtchouk moments[J]. Pattern recognition, 2013, 46(8):2202-2219.

备注/Memo

收稿日期:2018-04-18。
基金项目:国家自然科学基金项目(61203172);四川省科技厅应用基础项目(2018JY0146,2019YFH0187);深圳市重大国际合作项目(GJHZ20160301164521358).
作者简介:董旭德,男,1994年生,硕士研究生,主要研究方向为计算机视觉、机器学习与深度学习网络。;许源平,男,1980年生,教授,主要研究方向为智能制造专家系统、知识库与知识工程、机器视觉。主持国家自然科学基金和四川省科技项目8项。发表学术论文50余篇。;舒红平,男,1974年生,教授,博士生导师,主要研究方向为软件开发环境与智能服务大数据。主持和参与了国家自然科学基金、9项973课题、四川省科技支撑计划项目、四川省青年科技基金等纵向项目12项。发表核心期刊以上论文近40篇。
通讯作者:许源平.E-mail:ypxu@cuit.edu.cn

更新日期/Last Update: 2019-04-25
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