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Distortion measure of spectrograms for classification of respiratory diseases
Compared with baseline methods, our model achieves superior results for binary and multi-class classifications of common respiratory diseases.
Remote atrial fibrillation burden estimation using deep recurrent neural network
The generalizations of ArNet and XGB were also evaluated on the independent test PhysioNet LTAF database.
Texture and Structure Two-view Classification of Images
Textural and structural features can be regraded as "two-view" feature sets.
On the Self-Similarity of Natural Stochastic Textures
We firstly decompose a textured image into two layers corresponding to its texture and structure, and show that the layer representing the stochastic texture is characterized by random phase of uniform distribution, unlike the phase of the structured information which is coherent.
Modelling local phase of images and textures with applications in phase denoising and phase retrieval
In this work, we analyze the local phase of textured images and propose a local (Markovian) model for local phase coefficients.
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