Face detection is the most basic processing in the face recognition process. If the detection method is not appropriate, it can cause the recognition process to collapse. Face detection is very important in face recog...
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This article provides a comprehensive definition of big data and focuses on the current status and development trends of big data hardware and software infrastructure by comprehensively summarizing relevant research a...
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EEG signals can be considered a secure and safe way to capture human brain activity. EEG signals can play a vital role in motor imagery applications to control hands, feet, etc. Brain computer interface (BCI) is metho...
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ISBN:
(数字)9783031105517
ISBN:
(纸本)9783031105517;9783031105500
EEG signals can be considered a secure and safe way to capture human brain activity. EEG signals can play a vital role in motor imagery applications to control hands, feet, etc. Brain computer interface (BCI) is method of connecting human brain to laptop or computer. To control the movement of hands and feet, a BCI system is required. The generated EEG signal is read via computer and, as per EEG signal command, is set for motory movement of the hand and feet. Therefore, in motor imagery EEG applications, proper classification of the EEG signal is desired to distinguish hand and foot movements. In this work, an EEG signal classification is done using Deep Neural Networks (DNN) method and the results are compared with recent notable methods.
Today, the increasingly complex external environment and the goal of building a harmonious society have put forward higher requirements for security check work. Traditional security inspection methods are facing enorm...
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Recent researches have proven that deep denoising autoencoder is an effective method for noise reduction and speech enhancement, and can provide better performance than several existing methods. However, training deep...
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Passive brain-computer interface (BCI) based on electroencephalographic (EEG) signals show promise for monitoring human vigilance in critical settings that continuously strain human attention. However, the lack of ext...
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Skin disorders are the most frequent health problems that people face around the world, and they come with a hefty price tag. Chickenpox, impetigo, infectious erythema, scabies, and skin warts are chronic and incurabl...
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Speech is the most convenient communication mode. Speech signal, while transmission degrades due to various factors such as white noise addition, noise from the surrounding environment, etc. Wind noise gets added in m...
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The homomorphic encryption algorithm Paillier is a cryptographic method that can be applied in areas such as privacy-preserving computation and federated learning. However" due to the inherent complexity and comp...
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Addressing the issues of excessive redundant nodes, non-smooth paths, and low search efficiency in the path planning process of the traditional A∗ algorithm, this paper proposes an improved Dynamic Expansion Neighborh...
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