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A Comparison between Multi-Layer Perceptron and Radial Basis Function Networks in Detecting Humans Based on Object Shape 多层感知器与径向基函数网络在基于物体形状的人体检测中的比较
Pub Date : 2018-09-12 DOI: 10.30526/31.2.1950
Laith Jasim Saud, Zainab Kudair Abass
       Human detection represents a main problem of interest when using video based monitoring. In this paper, artificial neural networks, namely multilayer perceptron (MLP) and radial basis function (RBF) are used to detect humans among different objects in a sequence of frames (images) using classification approach. The classification used is based on the shape of the object instead of depending on the contents of the frame. Initially, background subtraction is depended to extract objects of interest from the frame, then statistical and geometric information are obtained from vertical and horizontal projections of the objects that are detected to stand for the shape of the object. Next to this step, two types of neural networks are used to classify the extracted objects. Tests have been performed on a sequence of frames, and the simulation results by MATLAB showed that the RBF neural network gave a better performance compared with the MLP neural network where the RBF model gave a mean squared error (MSE) equals to 2.36811e-18 against MSE equals to 2.6937e-11 achieved by the MLP model. The more important thing observed is that the RBF approach required less time to classify the detected object as human compared to the MLP, where the RBF took approximately 86.2% lesser time to give the decision.
当使用基于视频的监控时,人的检测是一个主要的问题。本文利用多层感知器(MLP)和径向基函数(RBF)等人工神经网络,采用分类方法在一组帧(图像)的不同对象之间检测人。所使用的分类是基于对象的形状,而不是依赖于框架的内容。首先,通过背景减法从帧中提取感兴趣的目标,然后从检测到的目标的垂直和水平投影中获得统计和几何信息,以代表目标的形状。接下来,使用两种类型的神经网络对提取的对象进行分类。在一系列帧上进行了测试,MATLAB仿真结果表明,RBF神经网络比MLP神经网络具有更好的性能,其中RBF模型的均方误差(MSE)为2.36811e-18,而MLP模型的均方误差为2.6937e-11。观察到的更重要的事情是,与MLP相比,RBF方法需要更少的时间来将检测到的对象分类为人类,其中RBF方法花费了大约86.2%的时间来做出决定。
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引用次数: 1
Lactic Acid Bacteria Biosurfactant Role That Isolated from Human Breast Milk in Inhibit Eyes Pathogenic Bacteria 乳酸菌生物表面活性剂对人眼致病菌的抑制作用
Pub Date : 2018-09-12 DOI: 10.30526/31.2.1959
Yusra M.B. Muhsin, Huda Z. Majeed, Basam Basim Mohammed, Salih A.A. Mohammed
     Biosurfactants have a wide-range of applications due to their unique properties like specificity, not toxicity (from LAB) and relative ease of preparation. These properties hold promise of biosurfactants to increase breast milk benefit were isolated and described into Lactobacillus plantarum, Lactobacillus fermentum ,Lactococcuslactis, and Leuconostocmesenteroides.The degree of microbial destruction of disease, which promotes  the effective remediation of disease spreading.This paper presents a review of available research, methods and publications regarding Biosurfactant extraction from Lactic Acid bacteria isolated from human breast milk. 3 samples of human breast milk was provided, LAB were isolated and described, Biosurfactants recovery and surface activity were tested and extracted endo and extra cellular. In other side 26 samples from eye patients were ordered, diagnosed and their sensitivity to biosurfactant were studied. The results showed that 5 isolates of LAB from human breast milk were biosurfactant producer but L. plantarum was the more efficiency in surface activity. In other side, out of 26 eyes sample 18 were positive to pathogenic bacteria included E.coli (7), Klebseilla (5), Staphylococcus aureus(3)and S.epidermides (3).Extracellular Biosurfactanthad good effect against tested bacteria, but endocellular (extraction by normal method) had not any effect against any bacteria, whereas by solvents method were the more active against all tested bacteria. The results are promising enough to continue the quest for enhancement of inhibition growth of pathogenic bacteria with biosurfactant application (extracted extracellular by solvents) to look forward for biosurfactant as a solution of antibiotic resistance problem. In this study we concluded thatL. plantarum was the more effectiveness in biosurfactant surface activity and the extracellular biosurfactant by solvent method for extraction were better than endocellular and normal method of extraction.
生物表面活性剂由于其独特的特性,如特异性,无毒性(来自LAB)和相对容易制备而具有广泛的应用。从植物乳杆菌、发酵乳杆菌、乳酸乳球菌和肠系膜乳酸菌中分离出具有这些特性的生物表面活性剂,以增加母乳的益处。微生物对疾病的破坏程度,从而促进疾病传播的有效修复。本文综述了从人乳乳酸菌中提取生物表面活性剂的研究现状、方法和文献。提供了3份母乳样品,分离和描述了乳酸菌,检测了生物表面活性剂的回收率和表面活性,并提取了细胞内和细胞外活性。另一方面,对26例眼病患者进行诊断和对生物表面活性剂的敏感性研究。结果表明,5株乳酸菌均能产生生物表面活性剂,但植物乳杆菌的表面活性最高。另外,26只眼检出病原菌18只,包括大肠杆菌7只、克雷伯菌5只、金黄色葡萄球菌3只、表皮葡萄球菌3只。细胞外生物表面活性剂对被检细菌有良好的抑菌效果,而细胞内生物表面活性剂(普通法)对所有细菌均无抑菌效果,而溶剂法对所有被检细菌均有较强的抑菌活性。这些结果足以继续探索生物表面活性剂对病原菌生长的抑制作用,为生物表面活性剂作为抗生素耐药问题的解决方案提供前景。在本研究中,我们得出了l。植物表面活性剂的表面活性更有效,且细胞外生物表面活性剂的溶剂法提取效果优于细胞内法和普通法提取。
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引用次数: 1
Soft (1,2)*-Omega Separation Axioms and Weak Soft (1,2)*-Omega Separation Axioms in Soft Bitopological Spaces 软双拓扑空间中的软(1,2)*-Omega分离公理和弱软(1,2)*-Omega分离公理
Pub Date : 2018-09-12 DOI: 10.30526/31.2.1953
Sabiha I. Mahmood, Asaad Adel Abdul-Hady
In the present paper we introduce and study new classes of soft separation axioms in soft bitopological spaces, namely, soft (1,2)*-omega separation axioms and weak soft (1,2)*-omega separation axioms by using the concept of soft (1,2)*-omega open sets. The equivalent definitions and basic properties of these types of soft separation axioms also have been studied.
本文利用软(1,2)*- -开集的概念,引入并研究了软双拓扑空间中的软分离公理,即软(1,2)*- - -分离公理和弱软(1,2)*- - -分离公理。本文还研究了这类软分离公理的等价定义和基本性质。
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引用次数: 1
New Transform Fundamental Properties and Its Applications 新变换基本性质及其应用
Pub Date : 2018-09-12 DOI: 10.30526/31.2.1954
Alaa K. Jabber, Luma Naji Mohammed Tawfiq
        In this paper, new transform with fundamental properties are presented. The new transform has many interesting properties and applications which make it rival to other transforms. Furthermore, we generalize all existing differentiation, integration, and convolution theorems in the existing literature. New results and new shifting theorems are introduced. Finally, comprehensive list of this transforms of functions will be providing.
本文提出了一种具有基本性质的新变换。新的转换有许多有趣的属性和应用程序,使其与其他转换相媲美。此外,我们推广了现有文献中所有的微分、积分和卷积定理。引入了新的结果和新的移位定理。最后,将提供函数转换的综合列表。
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引用次数: 3
Indirect Way for the Assay of Captopril Drug in Dosage FormsUsing1,10-Phenanthroline as a Selective Spectrophotometric Agent for Fe(II) Via Homemade CFIA /Merging Zones Technique 用国产CFIA /合并带法间接测定卡托普利药剂型susing1,10 -菲罗啉选择性分光光度法测定铁(II
Pub Date : 2018-06-01 DOI: 10.30526/2017.IHSCICONF.1879
Bushra B. Qassim, Ahmed Alwan
A new speed and sensitive batch and merging zones-flow injection analysis spectrophotometric ways for estimation of captopril in a fine material and in pharmaceutical formulations were suggested. The procedure was depended on the decline of Fe(III) as FeCl3 to Fe(II) by captopril in acetic acid as medium, the produced Fe(II) interplays with 1,10phenanthroline to compose a soluble orange-red colored product that is determined at maximum wave length of 511nm. The manifold FIA system was able to determine of CPL. with a throughput 51 sample/h. Calibration curves of absorbance against concentration sign of that Beer, s law is submitted to within the concentration scale of 1-45 & 3-200 mǥ. L-1 of CPL. with detection limits 0.0962, 0.0157 mg. L-1 and quantification limits ,0.321, 0.0524 mg.L-1 of CPL. for batch and CFIA system, respectively . Repeatability (RSD%) (n=7) were 0.89 and 0.38 for estimation of CPL. with concentration 60 and 130 mg/L. The suggested procedure was carried out successfully for estimation of CPL. in pharmaceutical preparations, the values of the both procedures were compared with USP procedure.
本文提出了一种快速、灵敏的间歇式和合并带式流动注射分析分光光度法测定精细物料和制剂中卡托普利含量的新方法。在乙酸中,卡托普利将Fe(III)从FeCl3降为Fe(II),生成的Fe(II)与1,10邻菲罗啉相互作用,形成可溶的橙红色产物,最大波长为511nm。该系统能以51个样品/h的吞吐率测定可编程逻辑电路。在浓度标度为1-45和3-200 μ m3范围内,提交了该比尔定律的吸光度对浓度符号的校准曲线。检出限分别为0.0962、0.0157 mg。L-1和定量限分别为0.321、0.0524 mg。批处理和CFIA系统的L-1。60 mg/L和130 mg/L浓度下,cpl的重复性RSD% (n=7)分别为0.89和0.38。该方法成功地应用于制剂中cplp的测定,并与USP方法进行了比较。
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引用次数: 3
Determination of the Degree of Consumption (DoC) of Lube Engine Oils Using Fluorescence Spectroscopy 荧光光谱法测定润滑油耗度(DoC)
Pub Date : 2018-05-17 DOI: 10.30526/31.1.1860
Rawnaq Qahtan Abdul Kareem, K. Al-Janabi
The accreditation of a fast, inexpensive, and simple way to discriminate between different kinds of oils and their efficacy “degree of consumption (DoC)” has been developed. The fluorescence spectroscopy provides a reliable method for oil inspection without resorting to tedious separation. Different new and used oil samples available in the local Iraqi market were investigated. While the challenge is to build a directory containing data of all the oils available in the local market. This method expected to control the falsified (forged) trademarks of motor oils and to discriminate between different oils. The excitation-emission spectra of oil samples were determined in the range of 200 – 600 nm. The effect of the presence of trace metals on the fluorescence intensity of oils was considered by adding few milligrams of (Cu, Al, Fe) to the diluted oil solution. No major effect noticed on fluorescence intensity. The research suggests installing a simple Spectrofluorometer into vehicles to check the DoC of the oil regularly and to notify the driver exactly when to replace the engine oil. The obtained results indicate the applicability to execute such gadget to be installed in the vehicles for routine detection of the engine oil quality and its degree of consumption DoC. As well as demonstrate the potential of the technique in oil identification and could be further developed.
提出了一种快速、廉价、简便的判别不同种类油脂及其功效的方法“消费度”(DoC)。荧光光谱法为油品检测提供了一种可靠的方法,无需繁琐的分离。调查了伊拉克当地市场上不同的新旧油样。而挑战是建立一个目录,其中包含所有在当地市场上可用的油的数据。该方法旨在控制伪造(伪造)商标的机油和区分不同的油。测定了油样在200 ~ 600 nm范围内的激发发射光谱。通过在稀释后的油液中加入几毫克的(Cu, Al, Fe)来考虑微量金属的存在对油液荧光强度的影响。对荧光强度没有明显影响。研究建议在车辆上安装一个简单的荧光光谱仪,定期检查机油的DoC,并准确地通知司机何时更换机油。试验结果表明,将该装置安装在汽车上,对发动机油质量和油耗进行常规检测是可行的。同时也证明了该技术在石油识别方面的潜力,并可以进一步发展。
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引用次数: 0
Synthesis , Characterization and Study of Biological Activity of Some New Schiff Bases ,1,3-Oxazepine and Tetrazole Derived from 2,2 di thiophenyl Acetic Acid 2,2二噻吩乙酸新席夫碱、1,3-恶氮平和四唑的合成、表征及生物活性研究
Pub Date : 2018-05-17 DOI: 10.30526/31.1.1866
E. M. Hussain, Hussam Z. Naji
In this study  new  derivatives  of  Schiff bases 5-8 , 1,3- oxazepine  9-16 and tetrazoles 17-19 have  been synthesized from the new starting  material 1 which has  synthesized  the reaction of  one mole of dichloro acetic acid and two moles of  thiophenol , the esters  2-3 were synthesized from the reaction of  compound 1 with methanol or ethanol respectively  in the presence of  H2SO4  as  catalyst  then 2,2-dithiophenylaceto Hydrazide  4 were synthesized from the reaction of  2 or 3 with hydrazine hydrate  80 % , Schiff bases 5-8 were  synthesized from the reaction of  4 with appropriate aldehyde or ketone .Treatment  of  Schiff bases with maleic and phathalic  anhydride in dry benzene to give 1,3-oxazepen derivatives  9-16 and with sodium azide in tetrahydrofuran (THF) afforded  tetrazole derivatives 17-19. All these compounds have been characterized from their melting pointes, FTIR , 1HNMR and compounds 1,5 and 18 by mass spectrometry . Derivatives 6,7,11,16,17 and 18 were tested against inhibition of E.coli and. Staphylococcus- aureus and were all funds to be active. Scheme (1).
本研究以1摩尔二氯乙酸和2摩尔噻吩为原料,合成了希夫碱5-8、1,3-恶氮平9-16和四唑17-19的新衍生物。以H2SO4为催化剂,分别以化合物1与甲醇或乙醇反应合成酯2-3,然后以2或3与水合肼80%反应合成2,2-二噻吩乙酰肼4。在干苯中,席夫碱与马来酸酐和邻苯二甲酸酐反应得到1,3-恶氮杂氮衍生物9-16,与叠氮化钠在四氢呋喃中反应得到四唑衍生物17-19。所有化合物都通过熔点、FTIR、1HNMR和化合物1、5和18的质谱进行了表征。对衍生物6、7、11、16、17和18进行抑菌试验。金黄色葡萄球菌等均被基金活跃。方案(1)。
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引用次数: 1
Isolation and Characterization of Microcrystalline Cellulose and Preparation of Nano-Crystalline Cellulose from Tropical Water Hyacinth 热带水葫芦微晶纤维素的分离、表征及纳米晶纤维素的制备
Pub Date : 2018-05-17 DOI: 10.30526/31.1.1865
M. Latif, Y. Mahmood
Because of the conservation problems causes by the existence of water hyacinth (W.H) as an watery plant in water bodies of Iraq, our study aimed to make  use of (W.H) by isolation of microcrystalline cellulose, and a new method of preparation of Nano crystalline cellulose. Microcrystalline cellulose was produced using base bleaching method by sodium hypochlorite [NaOCl] to remove unorganized region of cellulose and lignin to create particles comprising of micro crystal and preparing of Nano crystalline cellulose from microcrystalline cellulose by acid hydrolysis and ultrasonic treatment. The Nano crystalline and microcrystalline cellulose characterized by AFM, FTIR, XRD and TGA. FT-IR spectra of microcrystalline cellules and Nano crystalline cellulose show peaks at (1076.28, 1058.92) cm-1 and (1118.71, 1112.93) cm-1 refer to the stretching vibration of   C–O and stretching vibration intermolecular ester bonding.         The AFM image shows that isolated microcrystalline cellulose have a diameter of (141.37 nm) and the prepared Nano crystalline have a diameter of (87.39 nm). The Thermo gravimetric analysis of cellulose showed a high decomposition temperature at (283°C) for microcrystalline cellulose and (253)°C for Nano crystalline cellulose .The thermal stability of microcrystalline cellulose was more than Nano crystalline cellulose XRD result possessed a segal crystallinity index of 92.8 % and a average crystal size of 41.7 A ° for Nano crystalline cellulose and a Segal Crystallinity Index of 86.4 % and a average crystal size of 55.3°A    of microcrystalline cellulose.
针对水葫芦作为一种水生植物在伊拉克水体中存在的保护问题,本研究旨在通过分离水葫芦微晶纤维素,并利用水葫芦制备纳米晶纤维素的新方法。采用碱漂法制备微晶纤维素,次氯酸钠[NaOCl]去除纤维素和木质素的无组织区域,形成由微晶纤维素组成的颗粒,由微晶纤维素经酸水解和超声处理制备纳米晶纤维素。采用AFM、FTIR、XRD和TGA对纳米晶和微晶纤维素进行了表征。微晶细胞和纳米晶纤维素的FT-IR光谱在(1076.28,1058.92)cm-1和(1118.71,1112.93)cm-1处显示为C-O的拉伸振动和分子间酯键的拉伸振动。AFM图像显示,分离的微晶纤维素直径为(141.37 nm),制备的纳米晶直径为(87.39 nm)。对纤维素的热重分析表明,微晶纤维素在283℃和纳米晶纤维素在253℃时具有较高的分解温度,微晶纤维素的热稳定性优于纳米晶纤维素,XRD结果表明,纳米晶纤维素的西格结晶度指数为92.8%,平均晶粒尺寸为41.7 a°,微晶的西格结晶度指数为86.4%,平均晶粒尺寸为55.3°a纤维素。
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引用次数: 6
Physiochemical and Antibacterial Studies of Two Tetradentate Ligands Type (N2O2) and Their Complexes withCoII, NiII and ZnII Ions 两种四齿配体(N2O2)及其coii、NiII和ZnII离子配合物的理化和抗菌研究
Pub Date : 2018-05-17 DOI: 10.30526/31.1.1858
H. Hasan, K. Salman
Two tetradentate ligands type (N2O2) and their complexes with CoII, NiII and ZnII ions were synthesized via two steps; in the first, the precursors W1 and W2 were synthesized from the reaction of  2,6-diamine pyridine or 2,4-diamine tolylene with 2,5-hexanedione respectively in a 2:1 mole ratio. In the second step the ligands [H2L1] and [H2L2] were prepared from the reaction of the two precursor’s with 2-hydroxy-1-naphthaldehyde in 1:2 mole ratio. Metal complexes were synthesized by the reaction of the ligands with equivalent amounts of the metal chloride. The prepared compounds were characterized with the physiochemical and spectral techniques which confirmed tetrahedral structure around the metal ions. The antibacterial activity of the ligands and complexes were screened.
通过两步合成了两种四齿配体(N2O2)及其与CoII、NiII和ZnII离子的配合物;首先,以2,6-二胺吡啶和2,4-二胺甲苯分别与2,5-己二酮以2:1的摩尔比反应合成前体W1和W2。第二步,由这两种前驱体与2-羟基-1-萘醛以1:2摩尔比反应制备配体[H2L1]和[H2L2]。金属配合物是由配体与等量的金属氯化物反应合成的。用理化和光谱技术对所制备的化合物进行了表征,确定了金属离子周围的四面体结构。对配体和配合物的抗菌活性进行了筛选。
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引用次数: 1
Swelling Behavior and Drug Release of Interpenetrating Network Composed of PVA and Chitosan 聚乙烯醇-壳聚糖互穿网络的溶胀行为及药物释放
Pub Date : 2018-05-17 DOI: 10.30526/31.1.1861
F. S. Matty, Zainab Mohialdeen
PVA and chitosan biodegradable, non-toxic, biocompatible polymers convenient for use in drug release. In this study polyvinyl alcohol (PVA) and chitosan (CS) hydrogels crosslinked with glutaraldehyde (GA) with different ratio morphology and structure characterization interpenetrating polymer network (IPN).They were investigated by Fourier transmission infrared spectroscopy (FTIR), scanning electron microscope (SEM), UV-Visible spectrophotometer,swelling of hydrogel and drug release were studied by changing crosslinking ratio and PH.
聚乙烯醇和壳聚糖可生物降解,无毒,生物相容性聚合物,方便用于药物释放。本文研究了聚乙烯醇(PVA)和壳聚糖(CS)水凝胶与戊二醛(GA)交联的不同比例形态和结构表征互穿聚合物网络(IPN)。采用傅里叶透射红外光谱(FTIR)、扫描电镜(SEM)、紫外可见分光光度计对其进行了表征,并通过改变交联比和PH对水凝胶的溶胀和药物释放进行了研究。
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引用次数: 2
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Ibn Al-Haitham Journal For Pure And Applied Science
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