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TELKOMNIKA Telecommunication, Computing, Electronics and Control
Classification of EEG signals for facial expression and motor execution with deep learning
Recently, algorithms of machine learning are widely used with the field of
electroencephalography (EEG) brain-computer interfaces (BCI). The
preprocessing stage for the EEG signals is performed by applying the
principle component analysis (PCA)…
electroencephalography (EEG) brain-computer interfaces (BCI). The
preprocessing stage for the EEG signals is performed by applying the
principle component analysis (PCA)…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
The detection of handguns from live-video in real-time based on deep learning
Many people have been killed indiscriminately by the use of handguns in
different countries. Terrorist acts, online fighting games and mentally
disturbed people are considered the common reasons for these crimes. A real-time handguns detection…
different countries. Terrorist acts, online fighting games and mentally
disturbed people are considered the common reasons for these crimes. A real-time handguns detection…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Development of video-based emotion recognition using deep learning with Google Colab
Emotion recognition using images, videos, or speech as input is considered as a hot topic in the field of research over some years. With the introduction of deep learning techniques, e.g., convolutional neural networks (CNN), applied in emotion…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Mobile learning architecture using fog computing and adaptive data streaming
With the huge development in mobile and network fields, sensor
technologies and fog computing help the students for more effective learning, flexible and in and effective manner from anywhere. Using the mobile device for learn encourage the…
technologies and fog computing help the students for more effective learning, flexible and in and effective manner from anywhere. Using the mobile device for learn encourage the…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Precipitation prediction using recurrent neural networks and long short-term memory
speed, and solar radiation is beneficial for human life. The variable
observations data is available from time to time for more than thirty years, scattered each observation station makes the opportunity to map patterns into predictions. However,…
observations data is available from time to time for more than thirty years, scattered each observation station makes the opportunity to map patterns into predictions. However,…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Strategy to determine the foot plantar center of pressure of a person through deep learning neural networks
Some case studies treated by physiotherapists or orthopedists to measure the alignment of the lower extremities during a gait cycle are based on empirical methods of visual observation. This methodology does not guarantee total success, since it…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Object detection for KRSBI robot soccer using PeleeNet on omnidirectional camera
Kontes Robot Sepak Bola Indonesia (KRSBI) is an annual event for
contestants to compete their design and robot engineering in the field of
robot soccer. Each contestant tries to win the match by scoring a goal toward the opponent's goal. In order…
contestants to compete their design and robot engineering in the field of
robot soccer. Each contestant tries to win the match by scoring a goal toward the opponent's goal. In order…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Semi-supervised auto-encoder for facial attributes recognition
The particularity of our faces encourages many researchers to exploit their features in different domains such as user identification, behaviour analysis, computer technology, security, and psychology. In this paper, we present a method for facial…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Deep learning in sport video analysis: a review
Sport is a competitive field, where it is an element of measurement for
a countries development. Due to this reason, sport analysis has become one of the major contribution in analysing and improving the performance level of an athlete. Video-based…
a countries development. Due to this reason, sport analysis has become one of the major contribution in analysing and improving the performance level of an athlete. Video-based…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Software engineering model based smart indoor localization system using deep-learning
During the last few years, the allocation of objects or persons inside a specific building is highly required. It is well known that the global positioning system (GPS) cannot be adopted in indoor environment due to the lack of signals. Therefore, it…