Search Results - (( emotion detection research algorithm ) OR ( based verification based algorithm ))*
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Emotion Detection Based on EEG Signal
Published 2021“…In this research, two class of emotion which are happy and sad are detected through EEG signal. …”
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Final Year Project -
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Facial emotion detection using GPSO and Lucas-Kanade algorithms
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Working Paper -
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Human Spontaneous Emotion Detection System
Published 2018“…Having smart computerized system which can understand and instantly gives appropriate response to human is the utmost motive in human and computer interaction (HCI) field.It is argued either HCI is considered advance if human could not have natural and comfortable interaction like human to human interaction.Besides,despite of several studies regarding emotion detection system, current system mostly tested in laboratory environment and using mimic emotion.Realizing the current system research lack of real life or genuine emotion input,this research work comes up with the idea of developing a system that able to recognize human emotion through facial expression.Therefore,the aims of this study are threefold which are to enhance the algorithm to detect spontaneous emotion,to develop spontaneous facial expression database and to verify the algorithm performance.This project used Matlab programming language,specifically Viola Jones method for features tracking and extraction,then pattern matching for emotion classification purpose.Mouth feature is used as main features to identify the emotion of the expression.For verification purpose,the mimic and spontaneous database which are obtained from internet,open source database or novel (own) developed databases are used.Basically,the performance of the system is indicated by emotion detection rate and average execution time.At the end of this study,it is found that this system is suitable for recognizing spontaneous facial expression (63.28%) compared to posed facial expression (51.46%).The verification even better for positive emotion with 71.02% detection rate compared to 48.09% for negative emotion detection rate.Finally,overall detection rate of 61.20% is considered good since this system can execute result within 3s and use spontaneous input data which known as highly susceptible to noise.…”
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Thesis -
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Secured Autonomous Agent-Based Intrusion Detection System (SAAIDS)
Published 2024thesis::master thesis -
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Stroke-to-stroke matching in on-line signature verification
Published 2010“…On-line Signature Verification is a field of verifying the time series signature data that normally obtained from the tablet-based device. …”
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Thesis -
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Integration Of Fingerprint Centre Point Location And Principal Component Analysis For Fingerprint Verification
Published 2005“…The Proposed Cp Estimation Algorithm Is Based On The Alteration Tracking (At) Followed By An Estimation Algorithm. …”
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Article -
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Fingerprint verification using clonal selection algorithm / Farah Syadiyah Shamsudin
Published 2017“…There will be two processes involved, which are feature extraction using minutiae-based method and also the implementation of the proposed algorithm, CSA. …”
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Detecting emotions and depression through voice
Published 2021“…A deep learning algorithm can detect emotion, including depression, using a voice signal. …”
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Enhanced emotion recognition in videos: a convolutional neural network strategy for human facial expression detection and classification
Published 2023“…Despite extensive research employing machine learning algorithms like convolutional neural networks (CNN), challenges remain concerning input data processing, emotion classification scope, data size, optimal CNN configurations, and performance evaluation. …”
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An image-based children age range verification and classification based on facial features angle distribution and face shape elliptical ratio
Published 2017“…The classification and verification algorithm was based on face shape elliptical ratio and facial features angle distribution. …”
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Fundamental Research Grant Scheme (FRGS) - FRGS19-076-0684, Speech Emotion Recognition and Depression Prediction Based on Speech Analysis using Deep Neural Networks
Published 2022“…We propose several deep-learning-based methodologies for detecting emotion and depression in this research. …”
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Monograph -
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The design for antrophomorphic sociable agent interaction through emotion detection
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Conference or Workshop Item -
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Intelligent biometric signature verification system incorporating neural network
Published 2005“…An intelligent feature of the system is made possible through the application of a multilayer feedforward neural network that is used together with suitable algorithms to complement the verification process. The results of the study showed that the system is effective and promising in identifying correct human signatures presented to the system.…”
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Learner’s emotion prediction using production rules classification algorithm through brain computer interface tool
Published 2018“…Researchers investigated many methods to capture and recognise emotion, such as through speech, facial expression, and physiological signals. …”
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Thesis -
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An efficient technique for human verification using finger stripes geometry
Published 2007“…The Distance Based Nearest Neighbor Algorithm, which shows greater accuracy than NN is also applied here. …”
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