Search Results - "Wan, Shaohua"
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Faster R-CNN for multi-class fruit detection using a robotic vision system
Published in Computer networks (Amsterdam, Netherlands : 1999) (26-02-2020)“…An accurate and real-time image based multi-class fruit detection system is important for facilitating higher level smart farm tasks such as yield mapping and…”
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Deep Learning Models for Real-time Human Activity Recognition with Smartphones
Published in Mobile networks and applications (01-04-2020)“…With the widespread application of mobile edge computing (MEC), MEC is serving as a bridge to narrow the gaps between medical staff and patients. Relatedly,…”
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An Edge Traffic Flow Detection Scheme Based on Deep Learning in an Intelligent Transportation System
Published in IEEE transactions on intelligent transportation systems (01-03-2021)“…An intelligent transportation system (ITS) plays an important role in public transport management, security and other issues. Traffic flow detection is an…”
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Constructing a prior-dependent graph for data clustering and dimension reduction in the edge of AIoT
Published in Future generation computer systems (01-03-2022)“…The Artificial Intelligence Internet of Things (AIoT) is an emerging concept aiming to perceive, understand and connect the ‘intelligent things’ to make the…”
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Multiple Discrimination and Pairwise CNN for view-based 3D object retrieval
Published in Neural networks (01-05-2020)“…With the rapid development and wide application of computer, camera device, network and hardware technology, 3D object (or model) retrieval has attracted…”
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Blockchain-Empowered Decentralized Horizontal Federated Learning for 5G-Enabled UAVs
Published in IEEE transactions on industrial informatics (01-05-2022)“…Motivated by Industry 4.0, 5G-enabled unmanned aerial vehicles (UAVs; also known as drones) are widely applied in various industries. However, the open nature…”
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Efficient computation offloading for Internet of Vehicles in edge computing-assisted 5G networks
Published in The Journal of supercomputing (01-04-2020)“…The Internet of Vehicles (IoV) is employed to gather real-time traffic information for drivers, and base stations in 5G systems are used to assist in traffic…”
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Hierarchical Domain-Based Multicontroller Deployment Strategy in SDN-Enabled Space-Air-Ground Integrated Network
Published in IEEE transactions on aerospace and electronic systems (01-12-2022)“…The space-air-ground integrated network (SAGIN) is considered to be a significant framework for realizing the vision of "6G intelligent connection of all…”
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Recent advances in consensus protocols for blockchain: a survey
Published in Wireless networks (01-11-2020)“…As the core of a blockchain system, the consensus mechanism not only helps to maintain the consistency of node data, but also gets involved in the issuance of…”
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Multi-objective computation offloading for Internet of Vehicles in cloud-edge computing
Published in Wireless networks (01-04-2020)“…The Internet of Vehicles (IoV) has gained worldwide attentions as it provides the service of collecting real-time traffic information to improve the road…”
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INTERLINK: A Digital Twin-Assisted Storage Strategy for Satellite-Terrestrial Networks
Published in IEEE transactions on aerospace and electronic systems (01-10-2022)“…Recently, low-orbit satellite networks have gained lots of attention from the society due to their wide coverage, low transmission latency, and storage and…”
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An Intelligent Caching Strategy Considering Time-Space Characteristics in Vehicular Named Data Networks
Published in IEEE transactions on intelligent transportation systems (01-10-2022)“…In the Internet of Vehicles (IoV), the classic TCP/IP still plays an important role for data transmission, traffic control and address assignment. However,…”
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Multi-scale relation reasoning for multi-modal Visual Question Answering
Published in Signal processing. Image communication (01-08-2021)“…The goal of Visual Question Answering (VQA) is to answer questions about images. For the same picture, there are often completely different types of questions…”
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LMM: latency-aware micro-service mashup in mobile edge computing environment
Published in Neural computing & applications (01-10-2020)“…Internet of Things (IoT) applications introduce a set of stringent requirements (e.g., low latency, high bandwidth) to network and computing paradigm. 5G…”
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On the Construction of Data Aggregation Tree With Maximizing Lifetime in Large-Scale Wireless Sensor Networks
Published in IEEE sensors journal (15-10-2016)“…Data aggregation protocols are generally utilized to extend the lifetime of sensor networks by reducing the communication cost. Traditionally, tree-based…”
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Edge Server Quantification and Placement for Offloading Social Media Services in Industrial Cognitive IoV
Published in IEEE transactions on industrial informatics (01-04-2021)“…The automotive industry, a key part of industrial Internet of Things, is now converging with cognitive computing (CC) and leading to industrial cognitive…”
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Deep Multi-Layer Perceptron Classifier for Behavior Analysis to Estimate Parkinson's Disease Severity Using Smartphones
Published in IEEE access (01-01-2018)“…Although the preclinical detection of Parkinson's disease (PD) has been explored, a practical, inexpensive, and overall screening diagnosis has yet to be made…”
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Joint Optimization of Resource Utilization and Load Balance with Privacy Preservation for Edge Services in 5G Networks
Published in Mobile networks and applications (01-04-2020)“…Nowadays, due to the advances in mobile and wireless communication, mobile devices are widely used in our daily life. Meanwhile, in the mobile devices, there…”
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Edge Computing Driven Low-Light Image Dynamic Enhancement for Object Detection
Published in IEEE transactions on network science and engineering (01-09-2023)“…With fast increase in volume of mobile multimedia data, how to apply powerful deep learning methods to process data with real-time response becomes a major…”
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A survey of local differential privacy for securing internet of vehicles
Published in The Journal of supercomputing (01-11-2020)“…Internet of connected vehicles (IoV) are expected to enable intelligent traffic management, intelligent dynamic information services, intelligent vehicle…”
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