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A systematic review of machine learning techniques for cattle identification:Datasets,methods and future directions

Artificial Intelligence in Agriculture 2022年第1期6卷 138-155页

作者： Md Ekramul Hossain Muhammad Ashad Kabir lihong zheng Dave L.Swain Shawn McGrath Jonathan Medway School of Computing Mathematics and EngineeringCharles Sturt UniversityBathurstNSW 2795Australia Gulbali Institute for Agriculture Water and EnvironmentCharles Sturt UniversityWagga WaggaNSW 2678Australia TerraCipher Pty.Ltd. Alton DownsQLD 4702Australia Fred Morley Centre School of Animal and Veterinary SciencesCharles Sturt UniversityWagga WaggaNSW 2678Australia Food Agility CRC Ltd SydneyNSW 2000Australia

Increased biosecurity and food safety requirements may increase demand for efficient traceability and identification systems of livestock in the supply *** advanced technologies of machine learning and computer vision have been applied in precision livestock management,including critical disease detection,vaccination,production management,tracking,and health *** paper offers a systematic literature review(SLR)of vision-based cattle *** specifically,this SLR is to identify and analyse the research related to cattle identification using Machine Learning(ML)and Deep Learning(DL).This study retrieved 731 studies from four online scholarly ***-five articles were subsequently selected and investigated in *** the two main applications of cattle detection and cattle identification,all the ML based papers only solve cattle identification ***,both detection and identification problems were studied in the DL based *** on our survey report,the most used ML models for cattle identification were support vector machine(SVM),k-nearest neighbour(KNN),and artificial neural network(ANN).Convolutional neural network(CNN),residual network(ResNet),Inception,You Only Look Once(YOLO),and Faster R-CNN were popular DL models in the selected *** these papers,the most distinguishing features were the muzzle prints and coat patterns of *** binary pattern(LBP),speeded up robust features(SURF),scaleinvariant feature transform(SIFT),and Inception or CNN were identified as the most used feature extraction *** paper details important factors to consider when choosing a technique or *** also identified major challenges in cattle *** are few publicly available datasets,and the quality of those datasets are affected by the wild environment and movement while collecting *** processing time is a critical factor for a real-time cattle identification ***,a recommendati

关键词： Cattle identification Cattle detection Machine learning Deep learning Cattle farming

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Modeling and stabilization for a class of nonlinear networked control systems: A T-S fuzzy approach

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Progress in Natural Science:Materials International 2008年第8期18卷 1031-1037页

作者： Xinchun Jiaa,*, Dawei Zhanga, lihong zheng a, Nanning zheng b a School of Mathematics Science, Shanxi University, Taiyuan 030006, China b Institute of Artificial Intelligent and Robotics, Xi’an Jiaotong University, Xi’an 710049, China School of Mathematics Science Shanxi University Taiyuan 030006 China Institute of Artificial Intelligent and Robotics Xi’an Jiaotong University Xi’an 710049 China

The stabilization problem for a class of nonlinear networked control systems (NCSs) is investigated in this paper. A Takagi-Sugeno (T-S) fuzzy model is employed to represent the nonlinear controlled plant in the NCSs. Based on parallel distributed compensation (PDC) technique, a novel model of the nonlinear NCSs is established firstly in consideration of both network-induced delay and packet losses in transmission. Then a stability condition of the nonlinear NCSs is presented in terms of linear matrix inequalities (LMIs) by using the Lyapunov-Krasovskii functional method and the delay input approach. Furthermore, the control design of the nonlinear NCSs is developed by means of LMIs. Finally, a numerical example is given to demonstrate the effectiveness of the proposed method.

关键词： Nonlinear networked control systems Takagi–Sugeno (T-S) fuzzy systems Stabilization Packet losses Network-induced delay Linear matrix inequality (LMI)

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从“设计扶贫”到“乡土设计”——艺术乡建中的主客关联与融合创新

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民族艺术 2021年第5期162卷 26-35页

作者：郑丽虹苏州大学艺术学院

"设计扶贫"是当代艺术介入乡村建设的一种重要理念与实践路径。乡民与设计者的"主—客"关系定位及其互惠相融原则,至为关键。苏州大学"看见大山"校地合作项目在反思"设计扶贫"的话语权力基础上,提出以中国式的"乡土"根性为依据,以国际... 详细信息

"设计扶贫"是当代艺术介入乡村建设的一种重要理念与实践路径。乡民与设计者的"主—客"关系定位及其互惠相融原则,至为关键。苏州大学"看见大山"校地合作项目在反思"设计扶贫"的话语权力基础上,提出以中国式的"乡土"根性为依据,以国际前沿设计理念对接本土乡村建设、参与乡土体认、构建产业循环,进而产生扶贫效益的"乡土设计"理念,而项目实施过程中团队对主位观察、客位能动、主体回归的认识和讨论,则对我国"后设计扶贫"工作的展开具有启示价值。

关键词：设计扶贫乡土设计艺术乡建主客关联 “看见大山”

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HMGB 1 contributes to allergen-induced airway remodeling in a murine model of chronic asthma by modulating airway inflammation and activating lung fibroblasts

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Cellular & Molecular Immunology 2015年第4期12卷 409-423页

作者： Changchun H ou Jinliang Kong Yue Liang Hong Huang Hanchun Wen Xiaowen zheng lihong Wu Yiqiang Chen The Institute of Respiratory Diseases First Affiliated Hospital of Guangxi Medical University Nanning China

The pro-inflammation factor high-mobility group box protein 1 （HMGB1） has been implicated in the pathogenesis of asthma. In this study, we used a murine model of chronic asthma to evaluate the effects of HMGB 1 on airway remodeling. Female BALB/c mice were randomly divided into four groups： control, ovalbumin （OVA） asthmatic, OVA＋ isotype antibody and OVA＋anti-HMGB 1 antibody. Anti-HMGB 1 antibody therapy was started on day 21 and was administered three times per week for 6 weeks before intranasal challenge with OVA. In this mouse model, HMGB1 expression is significantly elevated. The anti-HMGB1 antibody group exhibited decreased levels of immunoglobulin E （IgE） and inflammatory mediators and reduced inflammatory cell accumulation, airway hyperresponsiveness （AHR）, mucus synthesis, smooth muscle thickness and lung collagen content compared with the OVA groups. Treatment with HMGB1 increased proliferation, migration, collagen secretion and a-smooth muscle actin （SMA） expression in MRC-5 ceils. Treatment with the HMGB1/IL-1β complex significantly increased the expression and secretion of transforming growth factor （TGF-βl）, matrix metalloproteinase （MMP）-9 and vascular endothelial growth factor （VEGF）. Altogether, these results suggest that blocking HMGB1 activity may reverse airway remodeling by suppressing airway inflammation and modulating lung fibroblast phenotype and activation.

关键词： airway remodeling asthma high-mobility group box protein 1 (HMGB1) murine mouse model

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明代“苏式”工艺美术与海外贸易

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南京艺术学院学报（美术与设计） 2009年第4期 60-64页

作者：郑丽虹苏州大学艺术学院江苏苏州215123

明代中晚期,苏州依托太仓刘河口通向外海的航运优势,一方面输出丝绸、工艺品和书画,对日本等国的工艺美术发生深刻影响;另一方面也通过贸易输入高档材料、工艺品和工艺技术,从而产生了如硬木家具、倭漆、折扇等新鲜样式或新兴品种,有力... 详细信息

明代中晚期,苏州依托太仓刘河口通向外海的航运优势,一方面输出丝绸、工艺品和书画,对日本等国的工艺美术发生深刻影响;另一方面也通过贸易输入高档材料、工艺品和工艺技术,从而产生了如硬木家具、倭漆、折扇等新鲜样式或新兴品种,有力地推动了"苏式"工艺美术的进一步发展。

关键词：明代 “苏式”工艺美术海外贸易

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论煤炭企业维简资金投资化管理

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中国煤炭 2015年第4期41卷 27-29页

作者：郑丽红开滦(集团)有限责任公司煤业分公司河北省唐山市063000

通过分析传统煤炭企业维简资金管理中存在的问题,提出了企业维简资金投资化管理新模式——内部投资管理模式的运行流程、特点及需要注意的问题。

关键词：煤炭企业维简资金管理模式

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中晚明文化变革的成果——“苏式”艺术形成期的人文生态分析

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南京艺术学院学报（美术与设计） 2008年第5期 95-98页

作者：郑丽虹苏州大学艺术学院江苏苏州215123

明代中晚期的苏州,处于一个思想变动激烈的时代,当地文人滋长了强烈的"市隐"心态和"闲雅"之情,这为"苏式"艺术的形成注入了活力;"苏式"艺术包含了文化产品的商品化,使其与流行文化结下了不解之缘;此时的苏州各阶层都具有自觉的尚文之风... 详细信息

明代中晚期的苏州,处于一个思想变动激烈的时代,当地文人滋长了强烈的"市隐"心态和"闲雅"之情,这为"苏式"艺术的形成注入了活力;"苏式"艺术包含了文化产品的商品化,使其与流行文化结下了不解之缘;此时的苏州各阶层都具有自觉的尚文之风,手工艺人也因此具有较高的文化素养,从而提高了"苏式"艺术的品味。

关键词：中晚明文化变革 “苏式”艺术人文生态

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规训与新生--民国教育革新视域下学生形象塑造与服制变化

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艺术设计研究 2024年第2期 49-55页

作者：张婕李正郑丽虹苏州大学艺术学院

在中国近代社会的变革中,教育革新使学生群体从封建帝制下只为求取功名的书生,转变为中华民族思想觉醒的中坚力量和爱国运动中的关键角色。新教育体制下,学校从体育、智育、德育与美育方面对学生的内在思想与外在形象进行全面的教育重... 详细信息

在中国近代社会的变革中,教育革新使学生群体从封建帝制下只为求取功名的书生,转变为中华民族思想觉醒的中坚力量和爱国运动中的关键角色。新教育体制下,学校从体育、智育、德育与美育方面对学生的内在思想与外在形象进行全面的教育重塑。其中,对学生形象的塑造包含了身体规训与服饰制度两个维度。教育部在1912年、1918年、1929年和1937年先后拟定、修正和颁布了统一的学校学生制服规程,对不同年龄、不同学习阶段学生穿着的制服形制加以规范。本文即以近代这一重要的教育革新时期为视角,梳理了民国新教育背景下制定与施行“学生制服规程”的动因、理念及内容,并进一步探讨它对于学生形象塑造及其精神构铸的重要意义,以期对我们今天探索如何结合各地文化特色进行多样性校服设计提供一定的启示。

关键词：教育革新学生形象塑造身体规训服制变化

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