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Article
Face recognition based on multi-scale local directional value
This paper presents a simple, yet robust scheme to improve the LDP-based methods in face recognition. Firstly, a generalized operator, called local directional value (LDV), is introduced to reduce the influenc...
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Article
Smart pathological brain detection by synthetic minority oversampling technique, extreme learning machine, and Jaya algorithm
Pathological brain detection is an automated computer-aided diagnosis for brain images. This study provides a novel method to achieve this goal.We first used synthetic minority oversampling to balance the data...
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Article
Preliminary study on angiosperm genus classification by weight decay and combination of most abundant color index with fractional Fourier entropy
In order to develop an efficient angiosperm-genus classification system, we first collected petal image of Hibiscus, Orchis, and Prunus, by digital camera, and remove the backgrounds by region-growing method. ...
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Article
Cat Swarm Optimization applied to alcohol use disorder identification
(Aim) Alcohol use disorder may put health at risk and cause serious health problems. It is of increasing importance to identify alcohol use disorder as early as possible. (Method) This study proposed a compute...