Papers by SHESH MANI TIWARI
International Journal for Research in Applied Science and Engineering Technology
Facial Emotion Recognition plays a significant role in interacting with computers which help us i... more Facial Emotion Recognition plays a significant role in interacting with computers which help us in various fields like medical processes, to present content on the basis of human mood, security and other fields. It is challenging because of heterogeneity in human faces, lighting, orientation, poses and noises. This paper aims to improve the accuracy of facial expression recognition. There has been much research done on the fer2013 dataset using CNN (Convolution Neural Network) and their results are quite impressive. In this work we performed CNN on the fer2013 dataset by adding images to improve the accuracy. To our best knowledge, our model achieves the accuracy of 70.23 % on fer2013 dataset after adding images in training and testing parts of disgusted class. I.
Abstract—The mind wave controlling robot system is based on brain-computer interfaces(BCIs). We h... more Abstract—The mind wave controlling robot system is based on brain-computer interfaces(BCIs). We have used the Neurosky mind wave mobile (EEG Sensor) to detect the electric signals from the mind according to the signals which are transmitted and received by the neurons from the mind. Then we have recognised some of the patterns from our brain like attention level and while we blink. We have processed these signals and used them as command in our system then with the help of microcontroller we have taken the input from our android application which will process the data after fetching it from the EEG Sensor. Then the processed command is recognised by the microcontroller and microcontroller will then take the action to move the robot. We have used only the attention level and the blink strength. If the attention level is above 50% then the system will start moving and to change the command we have to use the blink pattern which is based on the force blink and the normal blink the robo...
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Papers by SHESH MANI TIWARI