Search Results - (( human interaction patterns algorithm ) OR ( java implication based algorithm ))
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Pattern classification of human interactions from videos / Muhsin Abdul Mohammed
Published 2018“…The objective of this research project is to build a machine learning model to classify human interactions from a stream of video. Being able to classify human interaction from videos is essential in the development of robotic assistance systems, video annotation, surveillance systems and many more applications. …”
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Thesis -
2
Feature extraction: hand shape, hand position and hand trajectory path
Published 2011“…Vision-based hand posture detection and tracking is an important issue for Human to Computer Interaction applications. The performance of recognition system fIrst depends on the process of getting effIcient features to represent pattern characteristics [1]. …”
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Book Chapter -
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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 -
4
Simulation on Emotion Recognition for Autism Therapy
Published 2017“…This paper mainly focusing on the simulation of emotion recognition software based on the Local Binary Pattern (LBP) algorithm to extract the features from the image. …”
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Final Year Project -
5
Face verification : an introduction
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Book Chapter -
6
Minimizing the number of stunting prevalence using the euclid algorithm clustering approach
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Conference or Workshop Item -
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Machine learning using robust AI techniques / Prof. Madya Dr. Nordin Abu Bakar
Published 2012“…We are very familiar with speech recognition, for example, that looks into how human creates speech and understands it. Pattern recognition learns how human eyes mechanically capture the image, transmit it to the brain and recognise what the eyes are looking at. …”
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Research Reports -
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EMG signal classification for human computer interaction: a review
Published 2009“…With the ever increasing role of computerized machines in society, Human Computer Interaction (HCI) system has become an increasingly important part of our daily lives. …”
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Social media mining: a genetic based multiobjective clustering approach to topic modelling
Published 2021“…Clustering defines or organizes a group of patterns or objects into clusters, allows high-dimensional data to be presented in an apprehensive fashion to humans. …”
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Article -
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A robust, scalable multi-robot control and coordination framework achieving high throughput for parcel sorting centers
Published 2025“…Furthermore, its adaptability to dynamic environments and human-robot interactions paves the way for more seamless integration of robotic systems in human-centric workspaces, potentially revolutionizing collaborative robotics.…”
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Final Year Project / Dissertation / Thesis -
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Algorithm Development of Bidirectional Agglomerative Hierarchical Clustering Using AVL Tree with Visualization
Published 2024thesis::doctoral thesis -
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Social media mining: a genetic based multiobjective clustering approach to topic modelling
Published 2021“…Clustering defines or organizes a group of patterns or objects into clusters, allows high-dimensional data to be presented in an apprehensive fashion to humans. …”
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Article -
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Emotion Modelling Using Neural Network
Published 2005“…Emotion has become an important interface for the communication between human and machine. Human's emotion can be detected by the machine, and machine can respond to it and interact with human in a more natural and adaptive environment. …”
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Thesis -
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Study Of EMG Feature Selection For Hand Motions Classification
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Article -
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Wifi-based location-independent human activity recognition and localization using deep learning
Published 2024“…Detecting human activities holds paramount significance across diverse domains, encompassing healthcare, security, autonomous driving, and human-computer interaction. …”
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Thesis -
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A cognitive mapping approach in real-time haptic rendering interaction for improved spatial learning ability among autistic people / Kesavan Krishnan
Published 2024“…Haptics is the utmost emergent science of technology that studies sensorimotor and haptic feedback through the interaction of a human with the virtual environment. …”
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Thesis -
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Teaching and learning via chatbots with immersive and machine learning capabilities
Published 2019“…Chatbot is a computer program that simulates human conversation through voice commands or text chats or both. …”
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Conference or Workshop Item -
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Digital Quran With Storage Optimization Through Duplication Handling And Compressed Sparse Matrix Method
Published 2024thesis::doctoral thesis
