11 Result(s)
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Article
Robust matrix estimations meet Frank–Wolfe algorithm
We consider estimating matrix-valued model parameters with a dedicated focus on their robustness. Our setting concerns large-scale structured data so that a regularization on the matrix’s rank becomes indispen...
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Article
Truncated octree and its applications
Octree is a hierarchical data structure with many applications, especially in encoding unstructured point clouds. The depth of an octree is dependent of the scale of the input data and the desired resolution o...
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Chapter and Conference Paper
AMGE: A Tongue Body Segmentation Assessment Method via Gradient Energy
Tongue body segmentation is essential for the computerized tongue diagnosis. Several segmentation methods have been developed and some evaluation methods have been used for test the segmentation. However, it i...
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Chapter and Conference Paper
Multiscale Sample Entropy Analysis of Wrist Pulse Blood Flow Signal for Disease Diagnosis
Recent study reported that wrist pulse blood flow signal is effective for disease diagnosis. The multiscale entropy, which was developed for quantifying the complexity of a time series of physiological signals...
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Chapter and Conference Paper
Tongueprint Feature Extraction and Application to Health Statistical Analysis
Tongueprint images of healthy populations can be differentiated from those of unhealthy populations by features of tongueprints (tongueprint is fissile texture on the tongue) according to observation by naked ...
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Chapter and Conference Paper
Adaptive Segmentation and Feature Quantization of Sublingual Veins of Healthy Humans
The Sublingual Vein Diagnosis, one part of Tongue Diagnosis, plays an important role in deciding the healthy condition of humans. This paper focuses on establishing a feature quantization framework for the ins...
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Chapter and Conference Paper
Automatic Classification of Tongueprints in Healthy and Unhealthy Individuals
Tongueprints are fissile texture on tongue and one of observational contents of tongue diagnosis, which is an important diagnostic method in Traditional Chinese Medicine (TCM). With deep researches on tonguepr...
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Chapter and Conference Paper
Texture Feature Extraction and Classification for Iris Diagnosis
Appling computer aided techniques in iris image processing, and combining occidental iridology with the traditional Chinese medicine is a challenging research area in digital image processing and artificial in...
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Chapter and Conference Paper
Pixel Based Tongue Color Analysis
Tongue diagnosis is a distinctive and essential diagnostic measure in Traditional Chinese Medicine (TCM), and chromatic information is its most decisive characteristic which is utilized to unearth pathological...
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Chapter and Conference Paper
Deterministic Convergence of an Online Gradient Method with Momentum
An online gradient method with momentum for feedforward neural network is considered. The learning rate is set to be a constant and the momentum coefficient an adaptive variable. Both the weak and strong conve...
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Chapter and Conference Paper
Recent Developments on Convergence of Online Gradient Methods for Neural Network Training
A survey is presented on some recent developments on the convergence of online gradient methods for feedforward neural networks such as BP neural networks. Unlike most of the convergence results which are of p...
