Hand Gesture Recognition With Acoustic Myography and Wavelet Scattering Transform
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3212146
Abstract: In the past decade, improving upper limb prostheses control methods with pattern recognition (PR) has been the focus of an extended amount of research. However, several challenges associated with the processing of the Electromyogram (EMG)… read more here.
Keywords: recognition; scattering transform; wavelet scattering; amg ... See more keywords
Radar-based Materials Classification Using Deep Wavelet Scattering Transform: A Comparison of Centimetre vs. Millimetre Wave Units
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3143200
Abstract: Radar-based materials detection received significant attention in recent years for its potential inclusion in consumer and industrial applications like object recognition for grasping and manufacturing quality assurance and control. Several radar publications were developed for… read more here.
Keywords: classification; wavelet scattering; based materials; radar based ... See more keywords
End-to-End Pathological Speech Detection Using Wavelet Scattering Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3199669
Abstract: In recent years, developing robust systems for automatic detection of pathological speech has attracted increasing interest among researchers and clinicians. This study proposes an end-to-end approach based on wavelet scattering network (WSN) for detection of… read more here.
Keywords: end end; network; speech; wavelet scattering ... See more keywords
Equivariant Wavelets: Fast Rotation and Translation Invariant Wavelet Scattering Transforms
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2022.3165730
Abstract: Wavelet scattering networks, which are convolutional neural networks (CNNs) with fixed filters and weights, are promising tools for image analysis. Imposing symmetry on image statistics can improve human interpretability, aid in generalization, and provide dimension… read more here.
Keywords: equivariant wavelets; rotation; reduction; wavelet scattering ... See more keywords
Wavelet Scattering and Neural Networks for Railhead Defect Identification
Sign Up to like & getrecommendations! Published in 2021 at "Materials"
DOI: 10.3390/ma14081957
Abstract: Accurate and automatic railhead inspection is crucial for the operational safety of railway systems. Deep learning on visual images is effective in the automatic detection of railhead defects, but either intensive data requirements or ignoring… read more here.
Keywords: networks railhead; neural networks; scattering neural; railhead defects ... See more keywords