A new bio-material with 3D lightweight network for energy and advanced applications
Sign Up to like & getrecommendations! Published in 2018 at "Cellulose"
DOI: 10.1007/s10570-018-1652-3
Abstract: A novel approach to modifying native cellulosic fibers by phosphorylation, glycerol grafting and further cross-linking by citric acid had been successfully investigated. The conductivity of the resulting cellulose-based material was measured to be 3 × 10−3 S cm−1, approximately… read more here.
Keywords: new bio; lightweight network; energy; bio material ... See more keywords
A novel lightweight network VMobileNet for visual detection of surface roughness in turning
Sign Up to like & getrecommendations! Published in 2025 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/ae2044
Abstract: Visual-based roughness detection technology is currently an important component in the fields of mechanical processing and intelligent manufacturing. Nevertheless, the method still faces several unresolved challenges. First, the accuracy of roughness estimation is limited by… read more here.
Keywords: detection; novel lightweight; network vmobilenet; lightweight network ... See more keywords
Real-Time Segmentation Method of Lightweight Network For Finger Vein Using Embedded Terminal Technique
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2020.3046108
Abstract: Because the existing finger vein segmentation networks are too large and not suitable for implementation in mobile terminals, the reduction of the parameters of the lightweight network leads to the reduction of the segmentation index,… read more here.
Keywords: time; lightweight network; finger vein; segmentation ... See more keywords
LTDNet-EEG: A Lightweight Network of Portable/Wearable Devices for Real-Time EEG Signal Denoising
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Consumer Electronics"
DOI: 10.1109/tce.2024.3412774
Abstract: Portable/Wearable (P/W) electroencephalography (EEG) devices capture and analyze EEG signals, which are widely used in different research fields, such as consumer psychology prediction, attention and fatigue monitoring. Nonetheless, EEG signals obtained through P/W devices are… read more here.
Keywords: lightweight network; eeg; real time; ltdnet eeg ... See more keywords
MADNet: A Fast and Lightweight Network for Single-Image Super Resolution
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2020.2970104
Abstract: Recently, deep convolutional neural networks (CNNs) have been successfully applied to the single-image super-resolution (SISR) task with great improvement in terms of both peak signal-to-noise ratio (PSNR) and structural similarity (SSIM). However, most of the… read more here.
Keywords: image super; resolution; lightweight network; super resolution ... See more keywords
Multiple Activation Functions and Data Augmentation-Based Lightweight Network for In Situ Tool Condition Monitoring
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2021.3139202
Abstract: Intelligent manufacturing raises higher requirements for tool condition monitoring (TCM) in terms of accuracy, robustness, and adaptability. At present, direct methods based on image processing and deep learning have made breakthroughs in TCM. However, some… read more here.
Keywords: condition monitoring; lightweight network; network; multiple activation ... See more keywords
Apple Fruit Recognition Based on a Deep Learning Algorithm Using an Improved Lightweight Network
Sign Up to like & getrecommendations! Published in 2021 at "Applied Engineering in Agriculture"
DOI: 10.13031/aea.14041
Abstract: HIGHLIGHTSA deep learning algorithm with an improved lightweight network was used to identify apple fruit.Multiscale pooling was used to reduce the image size and enrich the features.Compound scaling was used to scale the basic network.The… read more here.
Keywords: apple; lightweight network; fruit; algorithm ... See more keywords
A Lightweight Network for Accurate Coronary Artery Segmentation Using X-Ray Angiograms
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Public Health"
DOI: 10.3389/fpubh.2022.892418
Abstract: An accurate and automated segmentation of coronary arteries in X-ray angiograms is essential for cardiologists to diagnose coronary artery disease in clinics. The existing deep learning-based coronary arteries segmentation models focus on using complex networks… read more here.
Keywords: lightweight network; network; ray angiograms; segmentation ... See more keywords
Efficient Shot Detector: Lightweight Network Based on Deep Learning Using Feature Pyramid
Sign Up to like & getrecommendations! Published in 2021 at "Applied Sciences"
DOI: 10.3390/app11188692
Abstract: Convolutional-neural-network (CNN)-based methods are continuously used in various industries with the rapid development of deep learning technologies. However, an inference efficiency problem was reported in applications that require real-time performance, such as a mobile device.… read more here.
Keywords: lightweight network; network; feature; shot detector ... See more keywords
Driving Behavior Recognition Algorithm Combining Attention Mechanism and Lightweight Network
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24070984
Abstract: In actual driving scenes, recognizing and preventing drivers’ non-standard driving behavior is helpful in reducing traffic accidents. To resolve the problems of various driving behaviors, a large range of action, and the low recognition accuracy… read more here.
Keywords: attention mechanism; lightweight network; mechanism lightweight; network ... See more keywords