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The Comparison of Activation Functions in Feature Extraction Layer using Sharpen Filter
Published 2025-06-01“…Using a custom-built CNN program module within the researchers’ machine learning library, Analytical Libraries for Intelligent-computing (ALI), the performance of each activation function was evaluated by analyzing mean squared error (MSE) values obtained during the training process. …”
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7523
A low-cost IoT-based deep learning method of water gauge measurement for flood monitoring
Published 2024-12-01“…In recent years, with the advent of the Internet of Things (IoTs) and cloud computing platforms and resources, the surveillance technology for water monitoring has been revolutionized due to the availability of high-resolution and portable cameras, robust image processing techniques, and cloud-enabled data fusion centers. …”
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7524
Resource-Efficient Design and Implementation of Real-Time Parking Monitoring System with Edge Device
Published 2025-03-01“…This study developed a real-time vehicle occupancy detection system utilizing SSD-MobileNetv2 on edge devices to process video streams from multiple IP cameras. The system incorporates a dual-trigger mechanism, combining periodic triggers and parking space mask triggers, to optimize computational efficiency and resource usage while maintaining high accuracy and reliability. …”
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7525
Design of a Semi-Automated System for Dietary Assessment of Image-Voice Food Records
Published 2024-01-01“…However, there is little research into how one can effectively process the image-voice data captured in this way for accurate dietary assessment. …”
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7526
A Real-Time High-Resolution Multi-Focus Image Fusion Algorithm Based on Multi-Scale Feature Aggregation
Published 2025-06-01“…However, traditional multi-focus image fusion algorithms have high computational complexity, making it difficult to achieve real-time processing on embedded devices. …”
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High-Speed Indoor Navigation System based on Visible Light and Mobile Phone
Published 2017-01-01“…However, due to the high computational cost of image processing, most existing VLC-based systems fail to deliver satisfactory performance in terms of positioning speed and accuracy, both of which are crucial for the performance of indoor navigation. …”
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Advanced Mineral Deposit Mapping via Deep Learning and SVM Integration With Remote Sensing Imaging Data
Published 2025-01-01Get full text
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7533
ArabSis: Arabic Corpus Sentiment Analysis
Published 2025-01-01“…Despite rapid progress in natural language processing (NLP), the development of specialized resources for niche domains—critical for specialized applications like affective computing and emotionally intelligent AI—remains a persistent challenge. …”
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Febrile disease modeling and diagnosis system for optimizing medical decisions in resource-scarce settings
Published 2024-12-01Get full text
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Assessing the Effect of Air Ventilation on the Dispersion of Exhaled Aerosol Particles in a Lecture Hall: Simulation Strategy and Streamlined Workflow
Published 2025-05-01“…An efficient solution strategy based on fluid network modeling, computational fluid dynamics (CFD) and discrete particle modeling (DPM) is presented in order to predict and improve air quality, specifically regarding breathing aerosol concentration, in a person-occupied mechanically ventilated room. …”
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7539
A neo-cooperation search based evolutionary algorithm for multi-objective electric rope shovel production scheduling
Published 2025-04-01“…In the manufacturing process of electric rope shovels, an extensive array of components need to be processed. …”
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7540
Development of Models and Methods for Automated Control of Heat Supply System with Optimization of Technical Means Structure
Published 2023-12-01“…Analysis of the controlled object, as well as methods and models applied for controlling the heat supply process in a city and urban districts has been carried out. …”
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