The tremendous development of network traffic causes the need to develop new network applications. machine learning provides a pertinent platform to enhance currently used network optimization methods. The information...
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In this manuscript, a newly developed high voltage gain DC-DC converter is considered for application oriented research on variable speed AC drives. The induction machine is modeled in generalized synchronous rotating...
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Human-autonomy teaming aims at integrating humans with capable machine agents. In this work, we discuss a framework that is aimed at providing a theoretical basis for the integration of heterogeneous agents into a hyb...
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In the scene of equipment maintenance, the equipment parts target detection technology can provide technical support for maintenance personnel, and lightweight algorithms based on deep learning have been much concerne...
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Hyperspectral image (HSI) data consists of images with numerous contiguous spectral bands and promotes the extensive applications in the field of remote sensing. Recent approaches based on Vision Transformer (ViT) hav...
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Face recognition from an image or video is a promising biometrics research topic. Video surveillance cameras are popular in public places, and they provide important safety benefits. Since the entity does not require ...
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3D Convolutional Neural Network (C3D) for action recognition suffers from insufficient extraction of temporal information and limited generalizability. Therefore, we proposed a time weighted 3D convolutional neural ne...
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The proceedings contain 21 papers. The special focus in this conference is on Edge Computing and IoT. The topics include: Evaluation of Higher Education System;defense Mechanisms Against Audio Adversarial Attacks: Rec...
ISBN:
(纸本)9783031289897
The proceedings contain 21 papers. The special focus in this conference is on Edge Computing and IoT. The topics include: Evaluation of Higher Education System;defense Mechanisms Against Audio Adversarial Attacks: Recent Advances and Future Directions;an Empirical Study of Worldwide Plastic Waste Mitigation;prediction for Surface Subsidence of Shield Construction in Water-Rich Sand Egg Stratum Based on Edge intelligence;highly Accurate Dynamic Gesture recognition Method Based on Edge intelligence;adversarial Example Attacks in Internet of Things (IoT);training Node Screening in Decentralized Trusted Federated Learning;exploration and Practice of Course Homework Metaverse Based on Extended Reality Under Edge Computing;federated Learning Based User Scheduling for Real-Time Multimedia Tasks in Edge Devices;the Data Exchange Protocol over Multi-chain Blockchain Using Zero-Knowledge Proof;a Co-caching Strategy for Edges Based on Federated Learning and Regional Prevalence;LSTM-DAM: Malicious Network Traffic Prediction for Cloud Manufacturing System;a Hybrid Task Offloading and Service Cache Scheme for Vehicular Edge Computing;on Enhancing Transmission Performance for IoV Based on Improved Greedy Algorithm;Precise Segmentation on Poly-Yolo, YoloV5 and FCN;Research on DAG Based Consensus Mechanism for Adjustable Load Metering Data;a Detection and Information Processing Model Based on an Automatic Mechanism for Tax Payment Control in Developing Countries;IEC-FOF: An Industrial Electricity Consumption Forecasting and Optimization Framework;demons Hidden in the Light: Unrestricted Adversarial Illumination Attacks.
The proceedings contain 34 papers. The special focus in this conference is on Discrete Geometry and Mathematical Morphology. The topics include: Bijective Digitized 3D Rotation Based on Beam Shears;new Characteri...
ISBN:
(纸本)9783031577925
The proceedings contain 34 papers. The special focus in this conference is on Discrete Geometry and Mathematical Morphology. The topics include: Bijective Digitized 3D Rotation Based on Beam Shears;new Characterizations of Full Convexity;decomposition of Rational Discrete Planes;differential Maximum Euclidean Distance Transform Computation in Component Trees;construction of Fast and Accurate 2D Bijective Rigid Transformation;digital Calculus Frameworks and Comparative Evaluation of Their Laplace-Beltrami Operators;fitting Egg-Shapes to Discretized Object Boundaries;construction of Tilings with Transitivity Properties on the Square Grid;some Geometric and Tomographic Results on Gray-Scale Images;a Khalimsky-Like Topology on the Triangular Grid;group Equivariant Networks Using Morphological Operators;an Algorithm to Train Unrestricted Sequential Discrete Morphological Neural Networks;discovering Repeated patterns from the Onsets in a Multidimensional Representation of Music;the Lattice Overparametrization Paradigm for the machine Learning of Lattice Operators;convex Optimization for Binary Tree-Based Transport Networks;training Morphological Neural Networks with Gradient Descent: Some Theoretical Insights;HaarNet: Large-Scale Linear-Morphological Hybrid Network for RGB-D Semantic Segmentation;Nonlinear Representation Theory of Equivariant CNNs on Homogeneous Spaces Using Group Morphology;building the Topological Tree of Shapes from the Tree of Shapes;end-to-End Ultrametric Learning for Hierarchical Segmentation;out-of-Core Attribute Algorithms for Binary Partition Hierarchies;multi-scale Component-Tree: A Hierarchical Representation for Sparse Objects;an Approach to Colour Morphological Supremum Formation Using the LogSumExp Approximation;image Segmentation by Hierarchical Layered Oriented Image Foresting Transform Subject to Closeness Constraints;elastic Analysis of Augmented Curves and Constrained Surfaces;morse Frames;morse Sequences;1-Attempt and Equivalent Thinni
Waste management has been rapidly increasing worldwide lately due to the skyrocketing waste production and environmental and health-related issues. However, solving this issue using conventional approaches is not feas...
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