Sign Language Recognition Using Two-Stream Convolutional Neural Networks with Wi-Fi Signals

[1]  D. Hubel,et al.  Receptive fields, binocular interaction and functional architecture in the cat's visual cortex , 1962, The Journal of physiology.

[2]  Yongsen Ma,et al.  WiFi Sensing with Channel State Information , 2019, ACM Comput. Surv..

[3]  Jae-Hyun Lee,et al.  Deep Learning Based NLOS Identification With Commodity WLAN Devices , 2017, IEEE Transactions on Vehicular Technology.

[4]  Yunhao Liu,et al.  From RSSI to CSI , 2013, ACM Comput. Surv..

[5]  Yoshua Bengio,et al.  Gradient-based learning applied to document recognition , 1998, Proc. IEEE.

[6]  Junhao Wen,et al.  Fundus Image Classification Using VGG-19 Architecture with PCA and SVD , 2018, Symmetry.

[7]  Changshui Zhang,et al.  A Deep Neural Framework for Continuous Sign Language Recognition by Iterative Training , 2019, IEEE Transactions on Multimedia.

[8]  H. Greenspan,et al.  Convolutional Neural Networks for Radiologic Images: A Radiologist's Guide. , 2019, Radiology.

[9]  Sultan Almotairi,et al.  User-Independent American Sign Language Alphabet Recognition Based on Depth Image and PCANet Features , 2019, IEEE Access.

[10]  D. Kalman.  A Singularly Valuable Decomposition: The SVD of a Matrix , 1996 .

[11]  Jun-ichi Shirakashi,et al.  Gesture Prediction Using Wearable Sensing Systems with Neural Networks for Temporal Data Analysis , 2019, Sensors.

[12]  Mohan M. Trivedi,et al.  Hand Gesture Recognition in Real Time for Automotive Interfaces: A Multimodal Vision-Based Approach and Evaluations , 2014, IEEE Transactions on Intelligent Transportation Systems.

[13]  Zheng Yang,et al.  Sensorless Sensing with WiFi , 2015 .

[14]  Ahmad Zaki Shukor,et al.  A New Data Glove Approach for Malaysian Sign Language Detection , 2015 .

[15]  Hasmath Farhana Thariq Ahmed,et al.  Device free human gesture recognition using Wi-Fi CSI: A survey , 2020, Eng. Appl. Artif. Intell..

[16]  Swee King Phang,et al.  Higher Order Feature Extraction and Selection for Robust Human Gesture Recognition using CSI of COTS Wi-Fi Devices , 2019, Sensors.