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Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification
Published 2024-01-01“…A mutual-distillation strategy is proposed to transfer knowledge between the raw EEG data and its wavelets of different frequency bands. Experiments on two public EEG datasets demonstrated that our proposed MBMD Transformer outperformed several traditional machine learning and state-of-the-art deep learning approaches. …”
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Locally lateral manifolds of normalised Gabor features for face recognition
Published 2020-06-01“…However, the projected features are numerous and substantial in dimension, which is largely due to the convolution of multiscale and orientation of wavelets. Such features, when used in practical face recognition, would require relatively lengthy classification process, particularly when it involves computationally extensive local classifier or experts, such as ensembles of local cosine similarity (ELCS) classifier. …”
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13364
Fractal Metrology for biogeosystems analysis
Published 2010-11-01“…Some of the applied methods are known as classical in the fractal context (box-counting, rescaling-range and wavelets analyses, etc.) while the others have been recently developed by our Group. …”
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13365
Study on Numerical Simulation and Electromagnetic Scattering of Time-Invariant Freak Waves
Published 2022-01-01“…Freak waves that meet the international standards are generated at fixed time and location by adjusting the energy of the wavelets. We studied the occurrence probability of freak waves under the conditions of different wave spectrums, different wind speeds, and different modulation ratios and optimized the calculation speed of the model. …”
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13366
Sparse algebraic reconstruction for fluorescence mediated tomography
Published 2010Get full text
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13367
Application of Biot-Gassmann Subtitution method in generating synthetic of S-wave sonic log for simultaneous AVO inversion
Published 2013“…This initial model together with the seismic wavelets which are extracted from 3D seismic data statistically to perform simultaneous AVO inversion that will produce physical property like P-wave Impedance, S-wave Impedance, density and Vp/Vs ratio in a 3D cube…”
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Conference or Workshop Item -
13368
Vibration condition monitoring: latest trend and review
Published 2015“…Various effective signal analysis methods to analyze and extract fault signature that embedded in the raw vibration signals have been introduced in the past few decades such as fast Fourier transform (FFT), short time Fourier transform (STFT), wavelets analysis, empirical mode decomposition (EMD), Hilbert-Huang transform (HHT), etc. however, these is still a need for human to interpret vibration signature of faults and it is regarded as one of the major challenge in vibration condition monitoring. …”
Conference or Workshop Item -
13369
Comparison of Trotting Stance Detection Methods from an Inertial Measurement Unit Mounted on the Horse’s Limb
Published 2020-05-01“…These methods are based on accelerometer and gyroscope data and use either thresholding or wavelets to detect stride events. The two methods developed from gyroscopic data showed more precision than those developed from accelerometric data with a bias less than 0.6% of stride duration for <i>Foot on</i> and 0.1% of stride duration for <i>Foot off</i>. …”
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13370
Rank Awareness in Group-Sparse Recovery of Multi-Echo MR Images
Published 2013-03-01“…Owing to the inter-image correlation, the thus formed MMV matrix or the long concatenated vector is row-sparse or group-sparse respectively in a transform domain (wavelets). Consequently the reconstruction problem was formulated as a row-sparse MMV recovery or a group-sparse vector recovery. …”
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13371
Multi Texture Analysis of Colorectal Cancer Continuum Using Multispectral Imagery.
Published 2016-01-01“…This region is then encoded using texture features based on the Laplacian-of-Gaussian (LoG) filter, discrete wavelets (DW) and gray level co-occurrence matrices (GLCM). …”
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Electricity Consumption Clustering Using Smart Meter Data
Published 2018-04-01“…Methods from time series analysis and wavelets are applied to enable the K-Means clustering method to account for autocorrelation in data and thereby improve the clustering performance. …”
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13373
Removal of pulse artefact from EEG data recorded in MR environment at 3T. Setting of ICA parameters for marking artefactual components: application to resting-state data.
Published 2014-01-01“…Among the methods for the identification of PA-related components, the one based on the wavelets transform of each component emerged as the best compromise between the effectiveness in removing PA and the conservation of the physiological neuronal content.…”
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Does temporal variability limit standardized biological monitoring at wave and tidal energy sites?
Published 2019-10-01“…Metrics that describe fish and macrozooplankton densities and vertical distributions derived from acoustic backscattered energy were compared using wavelets and Autoregressive Moving Average models (ARMA). …”
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Influence of Texture and Colour in Breast TMA Classification.
Published 2015-01-01“…A relevant set of features was obtained on eight different colour models from first and second order Haralick statistical descriptors obtained from the intensity image, Fourier, Wavelets, Multiresolution Gabor, M-LBP and textons descriptors. …”
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Spectral quantification of nonlinear behaviour of the nearshore seabed and correlations with potential forcings at Duck, N.C., U.S.A.
Published 2012-01-01“…The patterns within these forcings are compared to the local bathymetric patterns; it is found that the patterns extracted using SSA and MSSA agree well with previous patterns identified using wavelets and confirm the highly non-stationary behaviour of beach levels at Duck. …”
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13377
Plasticity in the shape and growth pattern of asteriscus otolith of black prochilodus Prochilodus nigricans (Teleostei: Characiformes: Prochilodontidae) freshwater Neotropical migr...
Published 2018-12-01“…ABSTRACT Using morphometric measurements and wavelets functions, the asterisci otoliths of curimatã, Prochilodus nigricans were analysed to identify the variation in shape and growth increment of individuals from Solimões, Japurá and Negro rivers of the Amazon basin, Brazil. …”
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