Speech and Multimodal Interfaces Laboratory

Axyonov Alexander Alexandrovich

Axyonov Alexander Alexandrovich
Position
Junior researcher
Qualification
PhD student

Publications

2020

Ryumin D., Ivanko D., Kagirov I., Axyonov A., Karpov A. Vision-Based Assistive Systems for Deaf and Hearing Impaired People // In: Favorskaya M., Jain L. (eds) Computer Vision in Advanced Control Systems-5, Intelligent Systems Reference Library, Springer, vol. 175, 2020, pp. 197-224.
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Ivanko D., Ryumin D., Kipyatkova I., Axyonov A., Karpov A. Lip-reading Using Pixel-based and Geometry-based Features for Multimodal Human-Robot Interfaces // Smart Innovation, Systems and Technologies, Springer, vol. 154, Zavalishin’s Readings 2019, 2020, pp. 477-486.
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2019

Ryumin D., Ivanko D., Kagirov I., Axyonov A., Karpov A., Zelezny M. Human-Robot Interaction with Smart Shopping Trolley using Sign Language: Data Collection. In Proc. 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019, Kyoto, Japan, 2019, pp. 949-954.
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Ryumin D., Kagirov I., Ivanko D., Axyonov A., Karpov A. Automatic detection and recognition of 3D manual gestures for human-machine interaction. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences ISPRS Archives 42(2/W12), 2019, pp. 179-183.
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Kagirov I., Ryumin D., Axyonov A. Method for Multimodal Recognition of One-Handed Sign Language Gestures Through 3D Convolution and LSTM Neural Networks // Lecture Notes in Computer Science, Springer LNAI 11658, SPECOM 2019, 2019, pp. 191-200.
Aksenov A.A., Ryumin D.A., Kagirov I.A., Ivanko D.V. The method of multimodal recognition of one-handed gestures // Information-measuring and control systems, V. 17, No. 5, 2019. pp. 84-92.
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Ryumin D., Aksenov A. Method for the automatic detection and recognition of 3D one-handed gestures. In Proc. VIII Congress of Young Scientists, St. Petersburg, ITMO, Vol. 4, 2019, pp. 64-69.