Laser & Optoelectronics Progress, Volume. 58, Issue 2, 0210005(2021)
Adaptive One-Hand and Two-Hand Gesture Recognition Based on Double Classifiers
[3] Deng R, Zhou L L, Ying R D. Gesture extraction and recognition research based on Kinect depth data[J]. Application Research of Computers, 30, 1263-1265, 1274(2013).
[5] Liu Y, Yin Y M, Zhang S J. Hand gesture recognition based on HU moments in interaction of virtual reality[C]∥2012 4th International Conference on Intelligent Human-Machine Systems and Cybernetics, August 26-27, 2012, Nanchang, , 145-148(2012).
[6] Valencia C R. Garcia-Bermejo J G, Casanova E Z. Combined gesture-speech recognition and synthesis using neural networks[J]. IFAC Proceedings Volumes, 41, 2968-2973(2008).
[9] Rahman M A. Recognition of static hand gestures of alphabet in Bangla sign language[J]. IOSR Journal of Computer Engineering, 8, 7-13(2012).
[10] Yuan R S, Luo X S. Gesture image recognition based on multi-scale convolution neural network model[J]. Modern Electronics Technique, 42, 150-153(2019).
[11] Zhang X, Chen L, Zhu X T et al. Gesture recognition based on region convolutional neural network of faster R-CNN[J]. Journal of Donghua University (Natural Science), 45, 559-563(2019).
[12] Zhu W W, Ye X N. Convolution neural networks for gesture recognition[J]. Journal of East China University of Science and Technology (Natural Science Edition), 44, 260-269(2018).
[13] Su J X, Jian X T, Liu W et al[J]. Gesture recognition method based on deformable convolution neural network Computer and Modernization, 2018, 62-67.
[14] Liu W J, Liang X J, Qu H C. Adaptively enhanced convolutional neural network algorithm for image recognition[J]. Journal of Image and Graphics, 22, 1723-1736(2017).
[15] Bai F, Zhang M L, Zhang X J et al. Summarization of local binary feature description algorithm[J]. Journal of Electronic Measurement and Instrumentation, 30, 165-178(2016).
[16] Dalal N, Triggs B. Histograms of oriented gradients for human detection[C]∥2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), June 20-25, 2005, San Diego, CA, USA., 886-893(2005).
[17] Hamed A, Belal N A, Mahar K M. Arabic sign language alphabet recognition based on HOG-PCA using microsoft kinect in complex backgrounds[C]∥2016 IEEE 6th International Conference on Advanced Computing (IACC), February 27-28, 2016, B, 451-458(2016).
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Zheng Zhang, Yang Xu. Adaptive One-Hand and Two-Hand Gesture Recognition Based on Double Classifiers[J]. Laser & Optoelectronics Progress, 2021, 58(2): 0210005
Category: Image Processing
Received: Jun. 28, 2020
Accepted: Aug. 27, 2020
Published Online: Jan. 8, 2021
The Author Email: Xu Yang (xuy@gzu.edu.cn)