IoT botnet detection with feature reconstruction and interval optimization
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.23074
Abstract: The existing botnet detection methods have the problems of uneven sampling, poor feature selection, and weak generalization ability, resulting in low detection and classification results and poor adaptability to the internet of things (IoT) environment… read more here.
Keywords: interval optimization; feature; detection; feature reconstruction ... See more keywords
Convolutional neural network with feature reconstruction for monitoring mismatched photovoltaic systems
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DOI: 10.1016/j.solener.2020.09.026
Abstract: Abstract The cutting-edge monitoring technique of photovoltaic power systems tends to employ cloud servers for big data analysis in the wake of smart sensors and internet of things (IoT). Various mismatch phenomena of photovoltaic arrays… read more here.
Keywords: network feature; convolutional neural; monitoring; neural network ... See more keywords
Occluded Person Re-Identification Method Based on Multiscale Features and Human Feature Reconstruction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3203706
Abstract: Occluded Re-ID task is proposed mainly because people are often occluded by various obstacles in the real world, which greatly affects the accuracy of model matching.In view of the challenge of occluded Re-ID, the main… read more here.
Keywords: human feature; feature reconstruction; method based; method ... See more keywords
3-D Facial Feature Reconstruction and Learning Network for Facial Expression Recognition in the Wild
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Cognitive and Developmental Systems"
DOI: 10.1109/tcds.2022.3157772
Abstract: Facial expression recognition (FER) in the wild unavoidably suffers from the effects of face posture, illumination, and partial occlusion. In this article, we attempt to alleviate the above negative effects and improve the performance of… read more here.
Keywords: network; face; geometry; reconstruction ... See more keywords
Holistic Feature Reconstruction-Based 3-D Attention Mechanism for Cross-Spectral Periocular Recognition
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DOI: 10.1109/tifs.2022.3224854
Abstract: Recognition of individuals in cross-spectral environments involves situations where probe and gallery images are captured in distinct wavelength ranges and hence differ significantly in terms of appearance and illumination. In case of heterogeneous periocular images,… read more here.
Keywords: recognition; cross spectral; feature; feature reconstruction ... See more keywords
Global and Local Feature Reconstruction for Medical Image Segmentation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2022.3162111
Abstract: Learning how to capture long-range dependencies and restore spatial information of down-sampled feature maps are the basis of the encoder-decoder structure networks in medical image segmentation. U-Net based methods use feature fusion to alleviate these… read more here.
Keywords: image segmentation; feature; medical image; feature reconstruction ... See more keywords