PDF下载 分享
[1]包兆华,高瑜翔,夏朝禹,等.基于神经网络的静态手势识别算法实现[J].成都信息工程大学学报,2019,(06):606-609.[doi:10.16836/j.cnki.jcuit.2019.06.008]
 BAO Zhaohua,GAO Yuxiang,XIA Chaoyu,et al.Implementation of Static Gesture Recognition Algorithm based on Neural Network[J].Journal of Chengdu University of Information Technology,2019,(06):606-609.[doi:10.16836/j.cnki.jcuit.2019.06.008]
点击复制

基于神经网络的静态手势识别算法实现

参考文献/References:

[1] Liu Y,Zhang L,Zhang S.A hand gesture recognition method based on multi-feature fusion and template matching [J].Procedia Engineering,2012,29(4):1678-1684.
[2] Dai Y K,Zhou Z H,Chen X,et al.A novel method for simultaneous gesture segmentation an recognition based on HMM[C].Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems.Piscataway,NJ:IEEE,November 6-9,2017:684-688.
[3] Lü N,Yang Y J,Xu T.Sparse decomposition for data glove gesture recognition[C].Proceedings of the 2017 10th International Congress on Image and Signal Processing,BioMedical Engineering and Informatics(CISP-BMEI). Piscataway,NJ:IEEE,2017:1-5.
[4] Pisharady P K,Vadakkepat P,Loh A P.Attention based detection and recognition of hand postures against complex backgrounds[J].International Journal of Computer Vision,2013,101(3):403-419.
[5] Sangi P,Matilainen M,Silven O.Rotation tolerant hand pose recognition using aggregation of gradient orientations[M].Lecture Notes in Computer Science,Berlin,Germany:Springer,2016:257-267.
[6] 王龙,刘辉,王彬,等.结合肤色模型和卷积神经网络的手势识别方法[J].计算机工程与应用,2017,53(6):209-214.
[7] Mohanty A,Rambhatla S S,Sahay R R.Deep gesture: Static hand gesture recognition using CNN[M].Advances in Intelligent Systems and Computing,Berlin,Germany:Springer,2017:449-461.
[8] Girshick R,Donahue J,Darrell T,et al.Rich feature hierarchies for accurate object detection and semantic segmentation[C].2014 IEEE Conference on Computer Vision and Pattern Recognition,2014:580-587.
[9] Ren S,He K,Girshick R,et al.Faster R-CNN:towards real-time object detection with region proposal networks[C].International Conference on Neural Information Processing Systems.[S.l.]:MIT Press,2015:91-99.
[10] Redmon J,Divvala S,Girshick R,et al.You only look once:unified,real-time object detection[C].IEEE Conference on Computer Vision and Pattern Recognition,2016:779-788.
[11] Liu W,Anguelov D,Erhan D,et al.SSD:single shot multibox detector[C].European Conference on Computer Vision. Springer International Publishing,2016:21-37.
[12] Wei,Shih-En,et al.Convolutional Pose Machines[C].The Robotics Institute Carnegie Mellon University.CVPR,2016.
[13] Y.LeCun,L.Bottou L,Y.Bengio Y,et al.Gradient-based learning applied to document recognition[J].Proceedings of the IEEE,1998,86(11):2278-2324.
[14] 吴晴.基于改进的CNN和SVM手势识别算法研究[D].南昌:江西农业大学,2018.
[15] Jia J,Jiang J M,Wang D.Recognition of hand gesture based on Gaussian mixture model[C].International Workshop on Content-Based Multimedia Indexing.Piscataway,USA:IEEE,2008: 353-356.

相似文献/References:

[1]李姗姗,邓小波,丁继烈,等.基于SCIATRAN大气辐射传输模式的 卷云大气短波红外敏感性分析[J].成都信息工程大学学报,2017,(03):276.[doi:10.16836/j.cnki.jcuit.2017.03.008]
 LI Shan-shan,DENG Xiao-bo,DING Ji-lie,et al.The Sensitivity Analysis of Cirrus Cloud Atmospheres Short Wave Infrared based on SCIATRAN Atmospheric Radiative Transfer Model[J].Journal of Chengdu University of Information Technology,2017,(06):276.[doi:10.16836/j.cnki.jcuit.2017.03.008]
[2]谭诗雨,杨 玲,师春香,等.复杂背景下银行卡号识别方法研究[J].成都信息工程大学学报,2021,36(03):280.[doi:10.16836/j.cnki.jcuit.2021.03.007]
 TAN Shiyu,YANG Ling,SHI Chunxiang,et al.Bank Card Number Recognition System under the Complex Background based on Deep Learning[J].Journal of Chengdu University of Information Technology,2021,36(06):280.[doi:10.16836/j.cnki.jcuit.2021.03.007]
[3]江金昊,刘海磊,王乙竹,等.基于Himawari-8卫星数据的青藏高原大气可降水量反演算法研究[J].成都信息工程大学学报,2022,37(05):494.[doi:10.16836/j.cnki.jcuit.2022.05.002]
 JIANG Jinhao,LIU Hailei,WANG Yizhu,et al.Precipitable Water Vapor Retrieval Using Himawari-8 Satellite Observations over Tibetan Plateau[J].Journal of Chengdu University of Information Technology,2022,37(06):494.[doi:10.16836/j.cnki.jcuit.2022.05.002]
[4]任欣悦,何建新,张福贵,等.基于毫米波雷达的海雾观测及能见度反演算法研究[J].成都信息工程大学学报,2023,38(01):49.[doi:10.16836/j.cnki.jcuit.2023.01.008]
 REN Xinyue,HE Jianxin,ZHANG Fugui,et al.Characteristic Analysis of a Sea Fog Process based on Millimeter-wave Radar and Research on Visibility Retrieval Algorithm[J].Journal of Chengdu University of Information Technology,2023,38(06):49.[doi:10.16836/j.cnki.jcuit.2023.01.008]
[5]张茂林,邓小波,刘海磊,等.基于全球预报系统气温的降尺度研究[J].成都信息工程大学学报,2023,38(06):720.[doi:10.16836/j.cnki.jcuit.2023.06.014]
 ZHANG Maolin,DENG Xiaobo,LIU Hailei,et al.Downscaling Study based on GFS Air Temperature[J].Journal of Chengdu University of Information Technology,2023,38(06):720.[doi:10.16836/j.cnki.jcuit.2023.06.014]
[6]黑亚芳,胡建成.常微分方程的数值求解与方法[J].成都信息工程大学学报,2024,39(04):499.[doi:10.16836/j.cnki.jcuit.2024.04.017]
 HEI Yafang,HU Jiancheng.Numerical Solutions and Methods for Ordinary Differential Equations[J].Journal of Chengdu University of Information Technology,2024,39(06):499.[doi:10.16836/j.cnki.jcuit.2024.04.017]

备注/Memo

收稿日期:2019-06-09

更新日期/Last Update: 2019-12-25