Warp-based edge feature reinforcement network for medical image segmentation.
Sign Up to like & getrecommendations! Published in 2022 at "Medical physics"
DOI: 10.1002/mp.15872
Abstract: BACKGROUND Rapid and accurate segmentation of medical images can provide important guidance in the early stages of life-threatening diseases. PURPOSE However, fuzzy edges and high similarity with the background in images usually cause undersegmentation or… read more here.
Keywords: edge feature; segmentation; image; warp based ... See more keywords
A heuristic algorithm for enhancing the robustness of scale-free networks based on edge classification
Sign Up to like & getrecommendations! Published in 2018 at "Physica A: Statistical Mechanics and its Applications"
DOI: 10.1016/j.physa.2018.02.173
Abstract: Abstract The essential of existing methods for promoting network robustness is randomly exchanging the edges of networks. Without considering the network structure, the performance of these algorithms is limited. Therefore, we put forward a way… read more here.
Keywords: scale free; free networks; robustness scale; based edge ... See more keywords
A Container Based Edge Offloading Framework for Autonomous Driving
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2973457
Abstract: Autonomous driving is one of the most innovative applications nowadays. However, autonomous driving is still suffering from heavy calculation, high energy consumption and strict real-time execution constraints. Different from cloud computing, edge computing deploys calculation,… read more here.
Keywords: container based; based edge; autonomous driving; edge offloading ... See more keywords
Stuck-at-Fault Immunity Enhancement of Memristor-Based Edge AI Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Emerging and Selected Topics in Circuits and Systems"
DOI: 10.1109/jetcas.2022.3207687
Abstract: Deep Neural Networks (DNNs) are widely used in edge AI. But the complex perception and decision-making demands the overlarge computation and makes the DNN architecture very sophisticated. Memristors have multilevel resistance property that enables faster… read more here.
Keywords: immunity; memristor; stuck fault; memristor based ... See more keywords
Blockchain-Based Edge Computing Resource Allocation in IoT: A Deep Reinforcement Learning Approach
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2020.3035437
Abstract: With the exponential growth in the number of Internet-of-Things (IoT) devices, the cloud-centric computing paradigm can hardly meet the increasingly high requirements for low latency, high bandwidth, ease of availability, and more intelligent services. Therefore,… read more here.
Keywords: blockchain based; edge computing; iot; edge ... See more keywords
An Adaptive and Robust Edge Detection Method Based on Edge Proportion Statistics
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2020.2980170
Abstract: Edge detection is one of the most fundamental operations in the field of image analysis and computer vision as a critical preprocessing step for high-level tasks. It is difficult to give a generic threshold that… read more here.
Keywords: adaptive robust; edge proportion; edge detection; edge ... See more keywords
The Case for FPGA-Based Edge Computing
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2020.3041781
Abstract: Edge Computing has emerged as a new computing paradigm dedicated for mobile performance enhancement and energy efficiency purposes. Specifically, it benefits today’s interactive applications on power-constrained devices by offloading compute-intensive tasks to the edge nodes… read more here.
Keywords: fpga based; edge computing; computing case; edge ... See more keywords
Athlete Health Status Assessment Based on Edge Computing Model and Large-Scale Multimedia Health Data Analysis
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/1079663
Abstract: This study explores the athlete's health status evaluation system based on an edge computing model and large-scale multimedia health data analysis in order to improve the assessment effect of athletes' current health state. In addition… read more here.
Keywords: health; analysis; model; health status ... See more keywords
Design of IoT Gateway for Crop Growth Environmental Monitoring Based on Edge-Computing Technology
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/8327006
Abstract: With the extensive use of the Internet of Things (IoT) in agriculture, the number of terminals are also grow rapidly. This will increase the network traffic and computing pressure of the centralized server. The centralized… read more here.
Keywords: computing technology; edge computing; gateway; edge ... See more keywords
Memristor-Based Edge Detection for Spike Encoded Pixels
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2019.01386
Abstract: Memristors have many uses in machine learning and neuromorphic hardware. From memory elements in dot product engines to replicating both synapse and neuron wall behaviors, the memristor has proved a versatile component. Here we demonstrate… read more here.
Keywords: edge detection; based edge; edge; memristor based ... See more keywords