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In wiew of the problem that noise affects workpiece image segmentation and tracking, in this paper, an approach was proposed to address the problem with adaptive square transform. Firstly, the block of noise images was extracted from the noise image and the mean value of the block was subtracted. Then learning square transform with sparse level was fixed. Updating square transform level was done asthe sparse level of the next learning square transform. Finally iteratived learning square transform and sparse level update, and averaged at the denoising blocks’ locations in the image generate denoised image estimate. The experimental results show that the proposed method has better denoising performance. Compared with the K-SVD algorithm, the peak signal-to-noise ratio of the denoised image is about twice that of the K-SVD algorithm, and the denoising speed is 3.9 times that of the K-SVD algorithm. [ABSTRACT FROM AUTHOR]

Cloth patterns and complex pattern make difficult to detect defects in the manufacturing process. Thus,a learning-based Gabor filter in multi-style fabric defect detection is proposed. First, Gabor filters are used to filter multi-style cloth at different directions and scales and select the optimal filter scale. Then, the defect features are extracted by using digital image feature discriminant,the feature images are segmented, and a number of preferred feature information blocks are merged. Finally, the fused images are processed by binarized and morphological filtering. Experimental results show that the method performs effectively both in flaw detecting of multi-style cloth and in real-time performing. Compared with similar algorithms, the detection accuracy and time efficiency have a certain increase. [ABSTRACT FROM AUTHOR]

For the issue that the existing cloud resource scheduling scheme doesn’ t take into account the dynamic price of resources, this paper proposed a new task scheduling scheme under the convex price function. First, this scheme modeled the rent price of cloud resource as a convex function, and divided the task execution interval into multiple units. Then, it rescheduled the tasks in the low density interval to other intervals under satisfy the task deadline, which according to the task density in the sub interval, so as to make the tasks stack for execution. Finally, based on the properties of the convex price function, it allocated the maximum resource for each task with the maximum execution rate of the task, so that to get more preferential price and reduce the total cost of the leased resource. Experimental results show that the proposed scheme can effectively reduce the total cost of task execution. [ABSTRACT FROM AUTHOR]

OBJECTIVE: To realize the application status of off-label drug use in psychiatry department, and to provide reference for the formulation of management for off-label drug use in psychiatry department. METHODS: The rationality and necessity of off-label drug use in psychiatry department of Beijing Huilongguan Hospital (hereinafter referred to as "our hospital") were analyzed, and then countermeasures and suggestions on off-label drug use were put forward. RESULTS: The application of off-label drug use in clinical cases was rational and necessary to some extent,yet the inspection to the clinical use of psychotic drugs should be implemented. CONCLUSIONS: It is necessary to establish effective regulatory measures by supervision department, adopt effective mechanism of communication between medical staff and patients by medical institutions, and strengthen the supervision and guidance of pharmacists, so as to reduce irrational drug use and risk of off-label drug use. [ABSTRACT FROM AUTHOR]

目的 了解和常握隆昌县肺结核病的发病水平及流行特征，为结核病预防与控制策略提供决策依据。 方法应用描述性流行病学方法，分析隆昌县2014年18个乡锒肺结核病患者的资料n结果隆昌县2014年报告肺结 核患者431例，报告发病率为83.54/10万；位居同期全县甲乙类传染病第1位；李市镇发病率为123.89/10万，高于其他 乡锒；肺结核患者报告发病率呈年初、年末低，中间两季度相对较高的趋势；随着年龄增长，结核病发病呈明显上升趋势， 男女发病比例为2.55:1;职业以农民为主，占报告病例数的57.77%。结论隆昌县结核病疫情较前几年呈逐年下降趋势， 男性发病率显著高于女性，中老年患者高于年轻患者；大力提高对结核病患者的检测和诊断是控制结核病的有效方法。 [ABSTRACT FROM AUTHOR]

Based on Generative Adversarial Networks (GANs), most current text-to-image generation algorithms focus on designing different attention generation models to improve the characterization and expression of image details. However, they ignore the discriminator􀆳s perception of key local semantics, so the generation models can easily generate poor image details to "fool" the discriminators. This paper designs a vocabulary-image discriminative attention module in the discriminators to enhance the discriminators􀆳 ability to perceive and capture key semantics, and drive the generation model to generate high-quality image details. Therefore, a discrimination-enhanced generative adversarial model (DE-GAN) is proposed. The experimental results show that, on the CUB-Bird dataset, DE-GAN achieves 4.70 on the IS index, which is 4.2% higher than the baseline model and achieves high performance. [ABSTRACT FROM AUTHOR]

Objective To understand the microbial contamination status of main living and drinking water in Pukou Dis-trict of Nanking City to provide reference for improving the quality of living and drinking water. Methods According to the GB/T5750-2006 Living and Drinking Water Standard Examination Method, the 3 kinds of living water of urban centralized water sup-ply and rural centralized water supply tap water, secondary water supply and direct drinking water were detected, including the total number of bacterial colonies, total coliform group, thermotolerant coliform group, etc. Results Total by 526 living and drinking water samples were detected during 2013-2015, 492 samples were qualified with the qualified rate of 93.5%. The quali-fied rates of 3-kind living and drinking water in 2013 were 87.2%,95.7%and 50.0% respectively, which in 2014 were 90.6%, 96.7% and 75.0% respectively, which in 2015 were 92.1%,97.4% and 42.9% respectively; the qualified rate of living and drink ing water in the same year during 2013-2015 had statistically significant difference among 3 kinds of water (χ2=9.64, 8.57, 28.24, P<0.05). The qualified rate of the same kind of living and drinking water in tap water, secondary water supply and direct drinking water had no statistical difference among 2013-2015(χ2=0.56,0.49,1.67, P>0.05);the qualified rates of tap water were 93.7%for urban tap water and 82.6%for rural tap water, the difference was statistically significant(χ2=4.25, P<0.05). The qualified rates of total number of bacterial colonies in tap water, secondary water supply and direct drinking water were 90.1%,96.5%and 58.8%respectively, the difference was statistically significant(χ2=41.91, P<0.01). Conclusion The living and drinking water microbial indicators of urban centralized water supply is higher than that of rural centralized water supply, the qualified rate of bacterial colony total number of 3-kind living and drinking water is lowest, especially direct drinking water. The relevant depart-ments should take measures to improve the quality of living and drinking water for ensuring the drinking water safety of masses. [ABSTRACT FROM AUTHOR]

OBJECTIVE: To investigate and analyze the application of antibiotics in Beijing Huilongguan Hoapital (hereinafter referred to as "our hospital"), so as to strengthen the management of application of antibiotics and provide reference for the rational use of antibiotics. METHODS: Retrospective review was adopted to retrieve the medical records of 4114 patients discharged from our hospital in 2013, the application situation of antibiotics was statistically analyzed. RESULTS: Of the total 4114 cases, 446 patients used antibiotics, the infection rate was 10.84%, respiratory system infection was the main part (69.28%). Cephalosporins and 4-quinolones were used with a high frequency, the rate of etiological test was 55.37%and the rate of clinical rational application of antibiotics was 79.39%. CONCLUSIONS:The rationality of clinical application of antibiotics in our hospital is relatively high, but there are still some irrational phenomenon in the clinical application of antibiotics in our hospital. It is necessary to further strengthen the prevention of hospital infections and the supervision of clinical application of antibiotics, and promote the rational application of antibiotics. [ABSTRACT FROM AUTHOR]

In the textile industry, the sorting of fabric is still based on manual sorting, low efficiency and high labor cost.In order to solve these problems, fabric grabbing robot of binocular vision system design based on HALCON and VC++ mixed programming is designed. HALCON and VC++ mixed programming realized the fabric image segmentation and centroid calculation. The fabric image segmentation using the method of thre shold segmentofion. Then, using ergodic central method to get the maximum inscribed rectangle of fabric. And then get world coordinates of fabric through camera calibration. Finally, using the robot trajectory planning to achieve the fabric automatically crawl. [ABSTRACT FROM AUTHOR]

In order to realize flexible fabric’s grasp by dexterous hand, a research method of modeling and simulation using Matlab is proposed. First, the structure of three-fingered dexterous hand is designed according to the requirements of tasks. Second, kinematics modeling of dexterous hand is established with D-H parameter method by describing homogeneous coordinates transformation relation of fingers’ connecting rod, and linear interpolation algorithm is used for trajectory planning in cartesian space. Finally, simulation experiment is carried out by Matlab software, and the results show that the design of the dexterous hand is reasonable, and the modeling is accurate and reliable, and the trajectory planning algorithm is expectant,and can achieve the operation of the arbitrary shape object in its operating space. [ABSTRACT FROM AUTHOR]