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   Articles with "lightweight convolutional" as a keyword



IoT Malware Classification Based on Lightweight Convolutional Neural Networks

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recommendations! Published in 2022 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2021.3100063

Abstract: Internet of Things (IoT) is hard to deploy adequate security defenses due to the diversity of architectures as well as the limited computing and storage capabilities, which makes it more vulnerable to malware. With the… read more here.

Keywords: lightweight convolutional; based lightweight; malware; malware classification ... See more keywords

An Enhanced Lightweight Convolutional Neural Network for Ship Detection in Maritime Surveillance System

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recommendations! Published in 2022 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2022.3187454

Abstract: With the extensive application of artificial intelligence, ship detection from optical satellite remote sensing images using deep learning technology can significantly improve detection accuracy. However, the existing methods usually have complex models and huge computations,… read more here.

Keywords: enhanced lightweight; lightweight convolutional; detection; ship detection ... See more keywords

Lightweight Convolutional Neural Network Model for Human Face Detection in Risk Situations

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recommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2021.3129629

Abstract: In this article, we propose a model of face detection in risk situations to help rescue teams speed up the search of people who might need help. The proposed lightweight convolutional neural network (CNN) architecture… read more here.

Keywords: risk situations; face detection; face; lightweight convolutional ... See more keywords

PV Arc Fault Circuit Interrupter with Knowledge Distillation-Based Lightweight Convolutional Neural Network and SSCB Integration

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recommendations! Published in 2025 at "IEEE Transactions on Power Electronics"

DOI: 10.1109/tpel.2025.3588792

Abstract: DC arc faults in photovoltaic systems pose serious safety risks, including fire hazards and power disruption, making accurate and timely detection essential. This article presents PArcNet, a lightweight convolutional neural network architecture optimized through knowledge… read more here.

Keywords: convolutional neural; knowledge distillation; lightweight convolutional; arc fault ... See more keywords

A Lightweight Convolutional Neural Network Model for Liver Segmentation in Medical Diagnosis

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recommendations! Published in 2022 at "Computational Intelligence and Neuroscience"

DOI: 10.1155/2022/7954333

Abstract: Liver segmentation and recognition from computed tomography (CT) images is a warm topic in image processing which is helpful for doctors and practitioners. Currently, many deep learning methods are used for liver segmentation that takes… read more here.

Keywords: network; liver; convolutional neural; liver segmentation ... See more keywords

An artificial intelligent diagnostic system on mobile Android terminals for cholelithiasis by lightweight convolutional neural network

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recommendations! Published in 2019 at "PLoS ONE"

DOI: 10.1371/journal.pone.0221720

Abstract: Artificial intelligence (AI) tools have been applied to diagnose or predict disease risk from medical images with recent data disclosure actions, but few of them are designed for mobile terminals due to the limited computational… read more here.

Keywords: diagnostic system; mobile devices; cholelithiasis; convolutional neural ... See more keywords

Individual dairy cow identification based on lightweight convolutional neural network

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recommendations! Published in 2021 at "PLoS ONE"

DOI: 10.1371/journal.pone.0260510

Abstract: In actual farms, individual livestock identification technology relies on large models with slow recognition speeds, which seriously restricts its practical application. In this study, we use deep learning to recognize the features of individual cows.… read more here.

Keywords: lightweight convolutional; cow identification; convolutional neural; neural network ... See more keywords

Satellite cloud image segmentation based on lightweight convolutional neural network

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recommendations! Published in 2023 at "PLOS ONE"

DOI: 10.1371/journal.pone.0280408

Abstract: More than 50% of the images captured by optical satellites are covered by clouds, which reduces the available information in the images and seriously affects the subsequent applications of satellite images. Therefore, the identification and… read more here.

Keywords: information; network; segmentation; lightweight convolutional ... See more keywords

LightMixer: A novel lightweight convolutional neural network for tomato disease detection

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recommendations! Published in 2023 at "Frontiers in Plant Science"

DOI: 10.3389/fpls.2023.1166296

Abstract: Tomatoes are among the very important crops grown worldwide. However, tomato diseases can harm the health of tomato plants during growth and reduce tomato yields over large areas. The development of computer vision technology offers… read more here.

Keywords: network; disease; tomato; lightmixer ... See more keywords

A lightweight convolutional neural network (CNN) model for diatom classification: DiatomNet

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recommendations! Published in 2024 at "PeerJ Computer Science"

DOI: 10.7717/peerj-cs.1970

Abstract: Diatoms are a type of algae with many species. Accurate and quick classification of diatom species is important in many fields, such as water quality analysis and weather change forecasting. Traditional methods for diatom classification,… read more here.

Keywords: classification; convolutional neural; cnn; lightweight convolutional ... See more keywords