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CROSS STYLE IMAGE SYNTHESIS THROUGH SEMI COUPLED DICTIONARY LEARNING AND GENERALIZED CROSS VALIDATION ALGORITHM 通过半耦合词典学习和广义交叉验证算法进行跨风格图像合成
Pub Date : 2024-02-05 DOI: 10.55766/sujst-2023-06-e0850
Sandeep Malhotra, Hemant Goklani, Kinjal Solanki
In various Computer vision applications for better visualization, interpretation and better recognition, we frequently want to change an image in one style into another one which is a large research area of compressive sensing. Algorithms on compressed sensing are in demand to create better reconstruction of the images while taking less computational time and requiring less storage capacity. In the present work attempts are put in the same direction and brought an algorithm which includes semi coupled dictionary learning (SCDL) model of compressed sensing with Singular Value Decomposition (SVD) based Generalized Cross Validation (GCV) algorithm. Using this algorithm one can find the different value of regularization parameters for different sizes of images and that helps to get better reconstruction of the images with ease while doing experiments on cross style image synthesis problems.
在各种计算机视觉应用中,为了实现更好的可视化、解释和识别,我们经常希望将一种风格的图像转换成另一种风格,这也是压缩传感的一大研究领域。压缩传感算法可以更好地重建图像,同时减少计算时间和存储容量。在本研究中,我们也朝着这个方向进行了尝试,并提出了一种算法,其中包括压缩传感的半耦合字典学习(SCDL)模型和基于奇异值分解(SVD)的广义交叉验证(GCV)算法。利用该算法,人们可以为不同大小的图像找到不同的正则化参数值,这有助于在进行交叉式图像合成问题实验时轻松获得更好的图像重建效果。
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引用次数: 0
TEXTILE EFFLUENT TREATMENT METHODS AND LIMITATIONS: A SUSTAINABLE AND ECOLOGICAL ASPECT 纺织污水处理方法和局限性:可持续和生态方面
Pub Date : 2024-02-05 DOI: 10.55766/sujst-2023-06-e01655
Preeti Chaurasia, Nakuleshwar Dut Jasuja, Sanjeev Kumar
Industrial wastewater causes water and soil pollution, leading to life-threatening issues. Wastewater comprises several dyes, detergents, phenols, chemical salts, and heavy metals which enhance temperature, pH, Biochemical Oxygen Demand (BOD), Chemical Oxygen Demand (COD) load, total suspended solids, Total Dissolved Solids (TDS), chlorides, sulfate, and nitrate of affected sites. Dye effluent is highly toxic and leads to mutagenic and carcinogenic outcomes on living beings. Environmental laws are being passed more frequently to control mostly azo-based dyes in the environment. The effluent must be treated before being discarded directly into the ecological ecosystem so that it can be reutilised and recycled for domestic purposes. In the present scenario, using a physicochemical-based approach is inefficient for eliminating contaminants as the process is expensive, and a secondary pollutant, sludge, is produced after the treatment. Being cheap and eco-friendly, the therapy of dye-laden water using microorganisms is a trend. The authors of the current review study have tried to bridge the gap in the bioremediation of dye wastewater. The review imparts an overview of the textile industry, the generation of wastewater by it, the environmental pollution caused, and its impact on the ecosystem. The discussion mainly focuses on the detailed analysis of the last few decades on the decolorisation efficiencies of numerous bioremediation techniques involved in treating textile dye effluent. Additionally, the authors have tried to include the most recent developments in this area. By using eco-friendly methods, this study will undoubtedly help dyestuff companies and researchers.
工业废水会造成水和土壤污染,导致危及生命的问题。废水由多种染料、洗涤剂、酚类、化学盐类和重金属组成,会提高受影响地区的温度、pH 值、生化需氧量 (BOD)、化学需氧量 (COD) 负荷、总悬浮固体、总溶解固体 (TDS)、氯化物、硫酸盐和硝酸盐。染料废水具有剧毒,会导致生物诱变和致癌。环境法的通过越来越频繁,主要是为了控制环境中的偶氮染料。在将废水直接丢弃到生态环境中之前,必须对其进行处理,使其能够重新利用和回收,用于家庭用途。在目前的情况下,使用物理化学方法消除污染物的效率不高,因为这种方法成本高昂,而且处理后会产生二次污染物--污泥。利用微生物处理含染料的水既便宜又环保,已成为一种趋势。本综述的作者试图弥补染料废水生物修复方面的空白。综述概述了纺织工业、纺织工业废水的产生、造成的环境污染及其对生态系统的影响。讨论主要集中在对过去几十年处理纺织染料废水的多种生物修复技术的脱色效率进行详细分析。此外,作者还试图将该领域的最新进展纳入其中。通过使用生态友好型方法,本研究无疑将对染料公司和研究人员有所帮助。
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引用次数: 0
CROSS STYLE IMAGE SYNTHESIS THROUGH SEMI COUPLED DICTIONARY LEARNING AND GENERALIZED CROSS VALIDATION ALGORITHM 通过半耦合词典学习和广义交叉验证算法进行跨风格图像合成
Pub Date : 2024-02-05 DOI: 10.55766/sujst-2023-06-e0850
Sandeep Malhotra, Hemant Goklani, Kinjal Solanki
In various Computer vision applications for better visualization, interpretation and better recognition, we frequently want to change an image in one style into another one which is a large research area of compressive sensing. Algorithms on compressed sensing are in demand to create better reconstruction of the images while taking less computational time and requiring less storage capacity. In the present work attempts are put in the same direction and brought an algorithm which includes semi coupled dictionary learning (SCDL) model of compressed sensing with Singular Value Decomposition (SVD) based Generalized Cross Validation (GCV) algorithm. Using this algorithm one can find the different value of regularization parameters for different sizes of images and that helps to get better reconstruction of the images with ease while doing experiments on cross style image synthesis problems.
在各种计算机视觉应用中,为了实现更好的可视化、解释和识别,我们经常希望将一种风格的图像转换成另一种风格,这也是压缩传感的一大研究领域。压缩传感算法可以更好地重建图像,同时减少计算时间和存储容量。在本研究中,我们也朝着这个方向进行了尝试,并提出了一种算法,其中包括压缩传感的半耦合字典学习(SCDL)模型和基于奇异值分解(SVD)的广义交叉验证(GCV)算法。利用该算法,人们可以为不同大小的图像找到不同的正则化参数值,这有助于在进行交叉式图像合成问题实验时轻松获得更好的图像重建效果。
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引用次数: 0
INSTANTANEOUS LOAD-DEFLECTION BEHAVIOUR OF REINFORCED CONCRETE BEAMS 钢筋混凝土梁的瞬时荷载-挠度行为
Pub Date : 2024-02-05 DOI: 10.55766/sujst-2023-06-e0134
Md. Imran Hasan Bappy
Beam deflection under load and concrete cracking is a ubiquitous phenomenon, present in all types of concrete structures. This research work represents a comparative analysis of experimental and theoretical deflections of simply supported beams with different proportions of mild steel as reinforcement and also different curing conditions i.e. Painting, Air and Water curing. Theoretical deflections were measured using AS 3600-2018, ACI 318-14 and Eurocode 2:2004. To differentiate among these codes Shrinkage was kept variable by different curing conditions. Crack width was measured by image processing using ImageJ software and compared with theoretical results using Eurocode 2:2004 and ACI 224.1R-07. Processing of RGB images with sufficient information will provide the parameters of cracks. RGB images were converted into Gray scale proceed by a filtering and thresholding. Crack parameters were automatically determined by Ridge Detection plugin. Deflections of simply supported beams from experimental and calculation results using AS 3600-2018, Eurocode 2:2004 and ACI 318-14 are very close. Image processing is a very effective technique in the study of crack in concrete and for automatic detection “Ridge Detection” plugin is very helpful.
荷载作用下的梁挠度和混凝土开裂是一种普遍现象,存在于所有类型的混凝土结构中。这项研究工作对使用不同比例的低碳钢作为钢筋以及不同养护条件(即涂刷、空气和水养护)的简支梁的实验挠度和理论挠度进行了比较分析。理论挠度使用 AS 3600-2018、ACI 318-14 和 Eurocode 2:2004 进行测量。为了区分这些规范,收缩率根据不同的固化条件而变化。使用 ImageJ 软件通过图像处理测量了裂缝宽度,并与 Eurocode 2:2004 和 ACI 224.1R-07 的理论结果进行了比较。处理具有足够信息的 RGB 图像可提供裂缝参数。通过滤波和阈值处理将 RGB 图像转换为灰度图像。裂缝参数由脊检测插件自动确定。根据 AS 3600-2018、Eurocode 2:2004 和 ACI 318-14 的实验和计算结果得出的简支梁挠度非常接近。图像处理是研究混凝土裂缝的一项非常有效的技术,而 "脊线检测 "插件对自动检测非常有帮助。
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引用次数: 0
DESIGN AND DEVELOPMENT OF ANTI-INFLAMMATORY DRUG NAPROXEN SOLID DISPERSIONS AND FORMULATIONS BY FACTORIAL DESIGN APPROACH 用因子设计法设计和开发消炎药萘普生的固体分散体和制剂
Pub Date : 2024-02-05 DOI: 10.55766/sujst-2023-06-e01216
Taraka Ramarao Challa, Pathivada SaiKiranmai
Naproxen is a non-steroidal anti-inflammatory (NSAID) drug that can be used as an analgesic, anti-inflammatory, and antipyretic. Objectives: The study’s major goal was to improve the drug’s solubility and dissolution rate, as well as its oral bioavailability. Methods: Physical mixture, kneading process, and solvent evaporation method were used to make Naproxen solid dispersions (SDs). Using a two-level factorial design and three independent components, X1 β-Cyclodextrin, X2: Kolliphor p-188, and X3: PVPK-30 and designed by a Design expert (DOE). The formulation was studied by flow parameters, physical characteristics, Fourier-transform infrared spectroscopy, and comparative investigations with commercially available Naprosyn and F2. Major Results: In vitro performance of solid dispersions SD’s was favorable (100% drug release 20 minutes), compared to a pure drug, where 100 percent drug release takes 80 minutes. The FTIR spectra of pure drug and combinations with excipients were having no chemical interaction. The F44
萘普生是一种非甾体抗炎药(NSAID),可用作镇痛、消炎和解热剂。研究目的研究的主要目标是提高药物的溶解度和溶解速率,以及口服生物利用度。研究方法采用物理混合法、捏合法和溶剂蒸发法制备萘普生固体分散体(SDs)。采用两级因子设计和三个独立组分,即 X1 β-环糊精、X2:Kolliphor p-188 和 X3:PVPK-30,并由设计专家(DOE)进行设计。通过流动参数、物理特性、傅立叶变换红外光谱以及与市售 Naprosyn 和 F2 的对比研究,对配方进行了研究。主要结果:与纯药物相比,固体分散体 SD 的体外性能良好(20 分钟内 100%释放药物),而纯药物需要 80 分钟才能 100%释放药物。纯药物和辅料组合的傅立叶变换红外光谱没有化学作用。F44
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引用次数: 0
INSTANTANEOUS LOAD-DEFLECTION BEHAVIOUR OF REINFORCED CONCRETE BEAMS 钢筋混凝土梁的瞬时荷载-挠度行为
Pub Date : 2024-02-05 DOI: 10.55766/sujst-2023-06-e0134
Md. Imran Hasan Bappy
Beam deflection under load and concrete cracking is a ubiquitous phenomenon, present in all types of concrete structures. This research work represents a comparative analysis of experimental and theoretical deflections of simply supported beams with different proportions of mild steel as reinforcement and also different curing conditions i.e. Painting, Air and Water curing. Theoretical deflections were measured using AS 3600-2018, ACI 318-14 and Eurocode 2:2004. To differentiate among these codes Shrinkage was kept variable by different curing conditions. Crack width was measured by image processing using ImageJ software and compared with theoretical results using Eurocode 2:2004 and ACI 224.1R-07. Processing of RGB images with sufficient information will provide the parameters of cracks. RGB images were converted into Gray scale proceed by a filtering and thresholding. Crack parameters were automatically determined by Ridge Detection plugin. Deflections of simply supported beams from experimental and calculation results using AS 3600-2018, Eurocode 2:2004 and ACI 318-14 are very close. Image processing is a very effective technique in the study of crack in concrete and for automatic detection “Ridge Detection” plugin is very helpful.
荷载作用下的梁挠度和混凝土开裂是一种普遍现象,存在于所有类型的混凝土结构中。本研究工作对使用不同比例的低碳钢作为钢筋以及不同养护条件(即涂刷、空气和水养护)的简支梁的实验挠度和理论挠度进行了比较分析。理论挠度使用 AS 3600-2018、ACI 318-14 和 Eurocode 2:2004 进行测量。为了区分这些规范,收缩率根据不同的固化条件而变化。使用 ImageJ 软件通过图像处理测量了裂缝宽度,并与 Eurocode 2:2004 和 ACI 224.1R-07 的理论结果进行了比较。处理具有足够信息的 RGB 图像可提供裂缝参数。通过滤波和阈值处理将 RGB 图像转换为灰度图像。裂缝参数由脊检测插件自动确定。根据 AS 3600-2018、Eurocode 2:2004 和 ACI 318-14 的实验和计算结果得出的简支梁挠度非常接近。图像处理是研究混凝土裂缝的一项非常有效的技术,而 "脊线检测 "插件对自动检测非常有帮助。
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引用次数: 0
A LINKAGE BETWEEN INFLAMMATORY BOWEL DISEASES AND TYPE 2 DIABETES 炎症性肠病与 2 型糖尿病之间的联系
Pub Date : 2024-02-05 DOI: 10.55766/sujst-2023-06-e0736
Ştefan Ţălu, Davide Frumento
Inflammatory Bowel Diseases (IBDs) are a class of gastrointestinal chronic inflammations, comprehending Ulcerative Colitis (UC) and/or Crohn Disease (CD) and affecting genetically predisposed subjects. IBDs represent a high cost for the health system, and they are characterized by a very specific co-morbidity. For such reasons, and since a positive correlation between IBDs and Diabetes Mellitus (DM) has been observed in the past, the aim of this work is to provide such result with a more solid basis through a cohort study, considering 49 consecutive patients comorbid with IBDs and Type 2 Diabetes (T2D). A high correlation between IBDs and T2D was observed. Interestingly, UC was showed the higher correlation, with a particularly high peak within the 65 to 74 years old range. Being T2D a both environmentally and genetically driven pathology (like IBDs), these diseases association could be due to environmental factors. Furthermore, 70.8% of case-control patients (48 cases versus 96 controls, consecutively selected) were suffering from UC, while CD held the remaining 25.0% (4.2% stood for undetermined colitis). This evidences that, among IBDs, the most related to DM is UC, although CD remains a related pathology. Interestingly, CD was found to be absent in the 55-64 years old range. Conversely, cohort study highlighted 73.81% of cohort was suffering from UC, while CD held the remaining 21.43% (4.76% was for non-determined colitis). This confirms that, among IBDs, the most linked to T2D is UC.
炎症性肠病(IBD)是一类胃肠道慢性炎症,包括溃疡性结肠炎(UC)和/或克罗恩病(CD),影响遗传易感人群。IBD 给医疗系统带来了高昂的费用,而且具有非常特殊的共病特征。由于这些原因,以及过去观察到的 IBD 与糖尿病(DM)之间的正相关性,这项工作的目的是通过一项队列研究,考虑 49 名连续合并 IBD 和 2 型糖尿病(T2D)的患者,为这一结果提供更坚实的基础。研究发现,IBD 和 T2D 之间存在高度相关性。有趣的是,UC 的相关性更高,65 至 74 岁年龄段的峰值尤其高。由于 T2D 是一种由环境和基因驱动的病理现象(与肠道疾病一样),这些疾病的关联可能是由环境因素造成的。此外,70.8%的病例对照患者(48 例病例与 96 例对照,连续选取)患有 UC,而 CD 占其余的 25.0%(4.2%为未确定的结肠炎)。这证明,在 IBD 中,与 DM 关系最大的是 UC,尽管 CD 仍是一种相关病理。有趣的是,在 55-64 岁年龄段中没有发现 CD。相反,队列研究显示,73.81%的队列成员患有 UC,而 CD 占其余的 21.43%(4.76%为未确定的结肠炎)。这证实,在肠道疾病中,与 T2D 关系最大的是 UC。
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引用次数: 0
NYCTANTHES ARBORTRITIS LINN: AN ETHNOPHARMACOLOGICAL MIRACULOUS NATURAL RESOURCE 荨麻:一种神奇的民族药学自然资源
Pub Date : 2024-02-05 DOI: 10.55766/sujst-2023-06-e01198
Sanjita Das, Vikash Chauhan, Rohan Verma
Nyctanthes arbortritis (Parijat tree) is a medicinal plant that has long been utilized in a variety of Ayurvedic formulations to treat a range of ailments. Many medicinal qualities like analgesic, antipyretic, antifungal, antibacterial, and anti-cancer properties, have been identified through comprehensive research on the pharmacological screening of Nyctanthes arbortritis. It has been demonstrated that the plant both inhibits the growth of certain cancer cells and has cytotoxic effects on them. As a promising therapy option for a range of inflammatory and pain related disorders, the extracts of its different plant parts have also been discovered to possess strong anti-inflammatory and analgesic activity. The plant extracts also have strong antifungal and antibacterial properties, which makes them a possible medicinal source for the creation of novel antibiotics. In this article, we have represented the collective scientific information about the various phytoconstituents and pharmacological activities of the Nyctanthes arbortritis.
Nyctanthes arbortritis(Parijat 树)是一种药用植物,长期以来一直被用于各种阿育吠陀配方中,以治疗一系列疾病。通过对 Nyctanthes arbortritis 的药理筛选进行综合研究,发现了许多药用特性,如镇痛、解热、抗真菌、抗菌和抗癌特性。研究表明,该植物既能抑制某些癌细胞的生长,又能对其产生细胞毒性作用。作为治疗一系列炎症和疼痛相关疾病的一种有前途的选择,其不同植物部分的提取物也被发现具有很强的抗炎和镇痛活性。这些植物萃取物还具有很强的抗真菌和抗细菌特性,这使它们可能成为制造新型抗生素的药物来源。在本文中,我们汇集了有关熊果苷的各种植物成分和药理活性的科学信息。
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引用次数: 0
PREVALENCE OF BOVINE MASTITIS AND THE FIRST DETECTION OF MYCOPLASMA BOVIS IN VIETNAM’S DAIRY FARMS 越南奶牛场的牛乳腺炎流行情况和首次发现牛支原体
Pub Date : 2024-02-05 DOI: 10.55766/sujst-2023-06-e01836
My Tran Trung, Thien Le Van, Binh Dang Xuan, Lan Dang Thi Mai, Duc Vu Minh
Mastitis still remains an economic disease in dairy farms all over the world. This study aimed to report the prevalence of this disease in large-scale farms in Vietnam, the pathogens profile, and first report the detection of Mycoplasma bovis (M. bovis) by applying conventional culture and real-time PCR (polymerase chain reaction) methods. We examined 64,802 enrolled dairy cows from six farms in Vietnam, yielding 1,874 (2.9%) total cases of clinical mastitis. The majority of the 14 pathogens were identified. Klebsiella spp. accounted for 21.0% of the total isolates. Streptococcus uberis (S. uberis), Escherichia coli (E. coli), other Streptococcus spp, and Coagulase-Negative Staphylococci (CNS), followed at 12.6, 7.6, 6.0, and 5.5 percent, respectively. The rest pathogens include Pseudomonas spp., Enterococcus faecalis, Enterobacter spp., Bacillus spp., Citrobacter spp., Pasteurella spp., Proteus spp., and Staphylococcus aureus were isolated with less than 1% each. To the best of our knowledge, this is the first report for detecting M. bovis in mastitis milk samples in Vietnam, where 35 out of 1,422 samples submitted in 2022 were M. bovis positive. Moreover, of the 35 positive cases, 11 cases had only M. bovis, while 24 cases had M. bovis and other pathogens, including 13 Enterobacteriaceae, 7 Streptococcus spp., and 4 CNS.
乳腺炎仍然是世界各地奶牛场的一种经济疾病。本研究旨在报告该疾病在越南大型牧场的流行情况、病原体概况,并首次报告通过传统培养和实时 PCR(聚合酶链式反应)方法检测牛支原体(M. bovis)的情况。我们对越南 6 个牧场的 64 802 头登记奶牛进行了检查,共发现 1 874 例(2.9%)临床乳腺炎病例。鉴定出了 14 种病原体中的大多数。克雷伯菌属占分离菌总数的 21.0%。其次是尤伯杯链球菌(S. uberis)、大肠杆菌(E. coli)、其他链球菌属和凝固酶阴性葡萄球菌(CNS),分别占 12.6%、7.6%、6.0% 和 5.5%。其余病原体包括假单胞菌属、粪肠球菌属、肠杆菌属、芽孢杆菌属、枸橼酸杆菌属、巴氏杆菌属、变形杆菌属和金黄色葡萄球菌,分离率均低于 1%。据我们所知,这是越南首次报告在乳腺炎牛奶样本中检测到牛乳杆菌,2022 年提交的 1 422 份样本中有 35 份牛乳杆菌呈阳性。此外,在这 35 例阳性病例中,11 例只检出牛乳杆菌,24 例检出牛乳杆菌和其他病原体,包括 13 种肠杆菌科细菌、7 种链球菌属和 4 种中枢神经系统疾病。
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引用次数: 0
DESIGN AND DEVELOPMENT OF ANTI-INFLAMMATORY DRUG NAPROXEN SOLID DISPERSIONS AND FORMULATIONS BY FACTORIAL DESIGN APPROACH 用因子设计法设计和开发消炎药萘普生的固体分散体和制剂
Pub Date : 2024-02-05 DOI: 10.55766/sujst-2023-06-e01216
Taraka Ramarao Challa, Pathivada SaiKiranmai
Naproxen is a non-steroidal anti-inflammatory (NSAID) drug that can be used as an analgesic, anti-inflammatory, and antipyretic. Objectives: The study’s major goal was to improve the drug’s solubility and dissolution rate, as well as its oral bioavailability. Methods: Physical mixture, kneading process, and solvent evaporation method were used to make Naproxen solid dispersions (SDs). Using a two-level factorial design and three independent components, X1 β-Cyclodextrin, X2: Kolliphor p-188, and X3: PVPK-30 and designed by a Design expert (DOE). The formulation was studied by flow parameters, physical characteristics, Fourier-transform infrared spectroscopy, and comparative investigations with commercially available Naprosyn and F2. Major Results: In vitro performance of solid dispersions SD’s was favorable (100% drug release 20 minutes), compared to a pure drug, where 100 percent drug release takes 80 minutes. The FTIR spectra of pure drug and combinations with excipients were having no chemical interaction. The F44
萘普生是一种非甾体抗炎药(NSAID),可用作镇痛、消炎和解热剂。研究目的研究的主要目标是提高药物的溶解度和溶解速率,以及口服生物利用度。研究方法采用物理混合法、捏合法和溶剂蒸发法制备萘普生固体分散体(SDs)。采用两级因子设计和三个独立组分,即 X1 β-环糊精、X2:Kolliphor p-188 和 X3:PVPK-30,并由设计专家(DOE)进行设计。通过流动参数、物理特性、傅立叶变换红外光谱以及与市售 Naprosyn 和 F2 的对比研究,对配方进行了研究。主要结果:与纯药物相比,固体分散体 SD 的体外性能良好(20 分钟内 100%释放药物),而纯药物需要 80 分钟才能 100%释放药物。纯药物和辅料组合的傅立叶变换红外光谱没有化学作用。F44
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引用次数: 0
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Suranaree Journal of Science and Technology
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