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Blind Channel Codes Recognition via Deep Learning
IEEE Journal on Selected Areas in Communications, 2021This paper considers the blind recognition of the type and the encoding parameters of channel codes from the Gaussian noisy signals. Specifically, based on the recurrent neural network (RNN), the attention mechanism, and the residual neural network (ResNet), three universal recognizers are proposed to identify the type, rate, and length of the target ...
Boxiao Shen +4 more
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Blind Modalities for Human Activity Recognition
2023Human Activity Recognition (HAR) has attracted considerable interest due to its ability to facilitate automation in various application areas, including but not limited to smart homes, active assisted living, and security. At present, optical modalities such as RGB, depth, and thermal imaging are prevalent in the field due to the effectiveness of deep ...
Julian, Strohmayer, Martin, Kampel
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The Voice-Recognition Accuracy of Blind Listeners
Perception, 1983A research programme has been carried out that concerns the accuracy with which listeners can identify a speaker heard once before. The present study examined the voice-recognition abilities of blind listeners, and it was found that they could more accurately select target voices from the test arrays than could sighted people.
R, Bull, H, Rathborn, B R, Clifford
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Colour blindness adversely impacts face recognition
Visual Cognition, 2020Whether colour information contributes to the process of face recognition remains controversial.
Patricia Brosseau +2 more
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Indoor Sign Recognition for the Blind
Proceedings of the Annual Conference of the South African Institute of Computer Scientists and Information Technologists, 2016Blind people face difficulties when navigating unfamiliar environments. The information displayed on indoor signs and notice boards is of no use to them. In order to assist them with this challenge, we propose a real time system that can recognise a selection of indoor navigational signs placed over clear backgrounds.
Dumisani Kunene +2 more
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Efficient blind face recognition in the cloud
Multimedia Tools and Applications, 2020Nowadays, with the maturity and wide application of face recognition technology, the recognition accuracy, recognition efficiency, and data security have attracted people’s attention. However, when face recognition is performed, face information is completely exposed to the cloud server without any protection measures.
Xin Jin +5 more
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