The proceedings contain 25 papers. The topics discussed include: REAL-time detection model for industrial applications;lightweight adaptive perception attention model;animal behavior monitoring based on sequence to se...
ISBN:
(纸本)9798331528072
The proceedings contain 25 papers. The topics discussed include: REAL-time detection model for industrial applications;lightweight adaptive perception attention model;animal behavior monitoring based on sequence to sequence model;wavelet function properties based on Shannon function;detection of stained asbestos in building material microscopic images using empirical wavelet transform;robust principal component analysis based on Welsch loss and half-quadratic optimization;quaternion hierarchical orthogonal matching pursuit;data augmentation and feature fusion to improve graph contrastive learning for recommender systems;smart: stoma measurement, analysis, report tool for microscope image and its application in plant phenotyping;animal behavior monitoring based on sequence to sequence model;and field optimization of tower solar heliostatic mirror based on ant-field reflector algorithm and particle ray tracing optimization.
The proceedings contain 21 papers. The topics discussed include: shape attention module for regularizing 3D face reconstruction;fine multi-view feature selection;the application of texture classification network with ...
ISBN:
(纸本)9798350303810
The proceedings contain 21 papers. The topics discussed include: shape attention module for regularizing 3D face reconstruction;fine multi-view feature selection;the application of texture classification network with hybrid adaptive wavelet in graves' disease ultrasound diagnosis;rational orthogonal wavelet pulse and feature extraction method based on auditory frequency cepstral coefficient for underwater target localization;quaternion elastic net for signal recovery;GSEK: graph structured neural networks with energy graph kernel;light field compression based on graph sample and aggregate algorithm;and improved YOLOV5 model based on the pyramid structure of dilated convolutions.
The proceedings contain 16 papers. The topics discussed include: research on the preparation and process conditions of C4 olefins using grey prediction model and multiple linear regression model;a robust text image re...
ISBN:
(纸本)9781665488358
The proceedings contain 16 papers. The topics discussed include: research on the preparation and process conditions of C4 olefins using grey prediction model and multiple linear regression model;a robust text image recognition model with domain adaptation and attention mechanisms;watermarking method using dual-tree complex discrete wavelet transform and quantization;detection of stained chrysotile in microscopic images using wavelet-based texture features;the scattering transform network with generalized morse wavelets and its application to music genre classification;a new form of Plancherel theorem for two-sided quaternion Fourier transform;fractional Fourier transform: duality, correlation theorem and applications;predictive control technology for desulfurization and denitrification for low-carbon and clean emission for chemical industry consumer;multi-aspect diversification of samples and features for advanced creation of rule ensemble;and deep fusion network based ensemble learning approach for detection intensive classification.
The proceedings contain 17 papers. The topics discussed include: feature extraction method for early-stage colorectal cancer using dual-tree complex wavelet packet transform;detection of maliciously blurred image port...
ISBN:
(纸本)9781665466110
The proceedings contain 17 papers. The topics discussed include: feature extraction method for early-stage colorectal cancer using dual-tree complex wavelet packet transform;detection of maliciously blurred image portions using dyadic wavelet transform and Jensen-Shannon divergence;multi-view subspace clustering with local and global information;using deep learning and knowledge transfer to disaggregate energy consumption;a genetic algorithm based battery swapping stations localization model for electric transportation system;light field compression via a variational graph auto-encoder;LSTM wastewater quality prediction based on attention mechanism;analysis on media data and its optimal process in communication network;and design of multilabel classification for unstructured data based on multi-view orthogonal basis extraction.
The proceedings contain 21 papers. The topics discussed include: digital image watermarking method using the gyrator and dyadic wavelet transforms;optimized algorithm of human 3d motion recognition based on hog and LB...
ISBN:
(纸本)9780738111582
The proceedings contain 21 papers. The topics discussed include: digital image watermarking method using the gyrator and dyadic wavelet transforms;optimized algorithm of human 3d motion recognition based on hog and LBP;human motion capture technology based on multi-binocular vision and image recognition;face angle identification with ensemble learning;sparse convolution subspace clustering;and overview and comparison of common load identification models for non-intrusive load detection.
The proceedings contain 31 papers. The topics discussed include: detection of dysplasia from endoscopic images using Daubechies 2 wavelet lifting wavelet transform;improvement of similarity coefficients based on item ...
ISBN:
(纸本)9781728129969
The proceedings contain 31 papers. The topics discussed include: detection of dysplasia from endoscopic images using Daubechies 2 wavelet lifting wavelet transform;improvement of similarity coefficients based on item rating and item genre;frequency characteristics extraction of infected wheat bpe signals based on bispectrum analysis and high-order spectrum distribution;hyperspectral unmixing using deep learning;wavelet transform-based one dimensional manifold embedding for hyperspectral image classification;waveletanalysis of spectral energy transfers in urban turbulence;and nd5 protein sequence similarity analysis based on discrete wavelet transform and fractal dimension.
It is proved that the wavelet function constructed by Shannon function is an orthogonal wavelet and satisfies admissiblility condition. It has properties such as frequency spectrum limitation, symmetry and almost ever...
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Principal component analysis (PCA) stands as one of the most extensively utilized techniques in dimensionality reduction. However, PCA uses least squares (LS) loss which may yield poor performance in the presence of t...
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Asbestos is a globally recognized occupational hazard. While techniques have been developed to stain asbestos for detection on building material surfaces using stereomicroscopy, there are currently no automated method...
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