Paper on "Hand gesture recognition using an adapted convolutional neural network with data augmentation"
Note: Ali Alani wrote the code and any emails regarding the code should be sent to ali.alani616@gmail.com
Paper can be found here: https://ieeexplore.ieee.org/document/8392660
Paper citation:
A. A. Alani, G. Cosma, A. Taherkhani and T. M. McGinnity, "Hand gesture recognition using an adapted convolutional neural network with data augmentation," 2018 4th International Conference on Information Management (ICIM), Oxford, 2018, pp. 5-12. doi: 10.1109/INFOMAN.2018.8392660, URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8392660&isnumber=8392653
@INPROCEEDINGS{8392660, author={A. A. {Alani} and G. {Cosma} and A. {Taherkhani} and T. M. {McGinnity}}, booktitle={2018 4th International Conference on Information Management (ICIM)}, title={Hand gesture recognition using an adapted convolutional neural network with data augmentation}, year={2018}, volume={}, number={}, pages={5-12}, keywords={convolution;feedforward neural nets;gesture recognition;image classification;image representation;learning (artificial intelligence);Convolutional Neural Network model;machine learning approaches;static hand gesture images;network initialization;ADCNN model;deep learning approach;Adapted Deep Convolutional Neural Network;image representation;image recognition systems;hand gesture recognition algorithms;hand posture;hand size;hand gesture structures;data augmentation;classification recognition accuracy;Gesture recognition;Machine learning;Feature extraction;Convolutional neural networks;Computer architecture;Lighting;Classification algorithms;Convolutional Neural Network;Data Augmentation;Deep Learning;hand gesture recognition}, doi={10.1109/INFOMAN.2018.8392660}, ISSN={}, month={May},}