Search Results - "Kah Phooi Seng"
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Deployment of IoV for Smart Cities: Applications, Architecture, and Challenges
Published in IEEE access (2019)“…The Internet of Vehicles (IoV) is a convergence of the mobile Internet and the Internet of Things (IoT), where vehicles function as smart moving intelligent…”
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Big Educational Data & Analytics: Survey, Architecture and Challenges
Published in IEEE access (2020)“…The proliferation of mobile devices and the rapid development of information and communication technologies (ICT) have seen increasingly large volume and…”
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Multimodal Sensor-Input Architecture with Deep Learning for Audio-Visual Speech Recognition in Wild
Published in Sensors (Basel, Switzerland) (07-02-2023)“…This paper investigates multimodal sensor architectures with deep learning for audio-visual speech recognition, focusing on in-the-wild scenarios. The term "in…”
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Binary Neural Networks in FPGAs: Architectures, Tool Flows and Hardware Comparisons
Published in Sensors (Basel, Switzerland) (01-11-2023)“…Binary neural networks (BNNs) are variations of artificial/deep neural network (ANN/DNN) architectures that constrain the real values of weights to the binary…”
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Swarm Intelligence Internet of Vehicles Approaches for Opportunistic Data Collection and Traffic Engineering in Smart City Waste Management
Published in Sensors (Basel, Switzerland) (06-03-2023)“…Recent studies have shown the efficacy of mobile elements in optimizing the energy consumption of sensor nodes. Current data collection approaches for waste…”
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A Combined Rule-Based & Machine Learning Audio-Visual Emotion Recognition Approach
Published in IEEE transactions on affective computing (01-01-2018)“…This paper proposes an audio-visual emotion recognition system that uses a mixture of rule-based and machine learning techniques to improve the recognition…”
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Drone-Based Environmental Monitoring and Image Processing Approaches for Resource Estimates of Private Native Forest
Published in Sensors (Basel, Switzerland) (01-10-2022)“…This paper investigated the utility of drone-based environmental monitoring to assist with forest inventory in Queensland private native forests (PNF). The…”
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Generative Adversarial Networks (GANs) for Audio-Visual Speech Recognition in Artificial Intelligence IoT
Published in Information (Basel) (01-10-2023)“…This paper proposes a novel multimodal generative adversarial network AVSR (multimodal AVSR GAN) architecture, to improve both the energy efficiency and the…”
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Situation Awareness in AI-Based Technologies and Multimodal Systems: Architectures, Challenges and Applications
Published in IEEE access (2024)“…Situation Awareness (SA) is a process of sensing, understanding and predicting the environment and is an important component in complex systems. The reception…”
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Multi-Level Split Federated Learning for Large-Scale AIoT System Based on Smart Cities
Published in Future internet (01-03-2024)“…In the context of smart cities, the integration of artificial intelligence (AI) and the Internet of Things (IoT) has led to the proliferation of AIoT systems,…”
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Ridesharing and Crowdsourcing for Smart Cities: Technologies, Paradigms and Use Cases
Published in IEEE access (01-01-2023)“…Recent technology developments and the numerous availabilities of mobile users, devices and Internet technologies together with the growing focus on reducing…”
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Computer Vision and Machine Learning for Viticulture Technology
Published in IEEE access (2018)“…This paper gives two contributions to the state-of-the-art for viticulture technology research. First, we present a comprehensive review of computer vision,…”
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Embedded Intelligence: State-of-the-Art and Research Challenges
Published in IEEE access (2022)“…Recent years have seen deployments of increasingly complex artificial intelligent (AI) and machine learning techniques being implemented on cloud server…”
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AI-Empowered Multimodal Hierarchical Graph-Based Learning for Situation Awareness on Enhancing Disaster Responses
Published in Future internet (01-05-2024)“…Situational awareness (SA) is crucial in disaster response, enhancing the understanding of the environment. Social media, with its extensive user base, offers…”
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15
Deep Learning and Neural Architecture Search for Optimizing Binary Neural Network Image Super Resolution
Published in Biomimetics (Basel, Switzerland) (18-06-2024)“…The evolution of super-resolution (SR) technology has seen significant advancements through the adoption of deep learning methods. However, the deployment of…”
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ENF Based Digital Multimedia Forensics: Survey, Application, Challenges and Future Work
Published in IEEE access (2023)“…The electric network frequency (ENF) represents the transmission frequency of the electrical grid and fluctuates constantly around 50 Hz or 60 Hz, subject to…”
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Exploiting the Rolling Shutter Read-Out Time for ENF-Based Camera Identification
Published in Applied sciences (01-04-2023)“…The electric network frequency (ENF) is a signal that varies over time and represents the frequency of the energy supplied by a mains power system. It…”
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18
Unique Neighborhood Set Parameter Independent Density-Based Clustering With Outlier Detection
Published in IEEE access (01-01-2018)“…Machine learning algorithms such as clustering, classification, and regression typically require a set of parameters to be provided by the user before the…”
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Natural Inspired Intelligent Visual Computing and Its Application to Viticulture
Published in Sensors (Basel, Switzerland) (23-05-2017)“…This paper presents an investigation of natural inspired intelligent computing and its corresponding application towards visual information processing systems…”
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New Virtual SPIHT Tree Structures for Very Low Memory Strip-Based Image Compression
Published in IEEE signal processing letters (2008)“…Images obtained with wavelet-based compression techniques such as set-partitioning in hierarchical trees (SPIHT) yield very good results. However, a lot of…”
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