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Calculation of groundwater head distribution with a close barrier during excavation dewatering in confined aquifer 被引量:9
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作者 Hai-Min Lyu Shui-Long Shen +1 位作者 Yong-Xia Wu An-Nan Zhou 《Geoscience Frontiers》 SCIE CAS CSCD 2021年第2期791-803,共13页
When pumping is conducted in confined aquifer inside excavation pit(waterproof curtain),the direction of the groundwater seepage outside the excavation changes from horizontal to vertical owing to the existence of the... When pumping is conducted in confined aquifer inside excavation pit(waterproof curtain),the direction of the groundwater seepage outside the excavation changes from horizontal to vertical owing to the existence of the curtain barrier.There is no analytical calculation method for the groundwater head distribution induced by dewatering inside excavation.This paper first analyses the mechanism of the blocking effects from a close barrier in confined aquifer.Then,a simple equation based on analytical solution is proposed to calculate groundwater heads inside and outside of the excavation pit with waterproof curtain(hereafter refer to close barrier)in a confined aquifer.The distribution of groundwater head is derived according to two conditions:(i)pumping with a constant water head,and(ii)pumping with a constant flow rate.The proposed calculation equation is verified by both numerical simulation and experimental results.The comparisons demonstrate that the proposed model can be applied in engineering practice of excavation. 展开更多
关键词 Confined aquifer Waterproof curtain DEWATERING Groundwater head
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Treatment of rhubarb extracts on severe cerebral injury complications
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作者 顾建文 章翔 +3 位作者 费舟 文爱东 覃仕英 张永琴 《Journal of Medical Colleges of PLA(China)》 CAS 1998年第4期306-308,共3页
To investigate the therapeutic effects of the Chinese medicinal herb, rhubarb, on severe brain injury. Methods: Rhubarb extracts in ethyl alcohol and water were applied to the treatment of 20patients with severe cereb... To investigate the therapeutic effects of the Chinese medicinal herb, rhubarb, on severe brain injury. Methods: Rhubarb extracts in ethyl alcohol and water were applied to the treatment of 20patients with severe cerebral injury complicated with hyperthermia, renal failure, hemorrhage in the upper digestive tract and increased intracranial pressure. Vital signs, variations of Glasgow coma scale (GCS) and intracranial pressure (ICP) of the patients were observed. The degree of hemorrhage in the digestive tract and the change in creatinine value were also observed. Results: Comparison with 20 patients of control group showed that treatment group registered a more remarkable recovery. 3 days after administration of the rhubarb extract, body temperature dropped by 1.1C .ICP dropped by 0. 4 kpa on average, incidence of hemorrhage in the digestive tract dropped by 30%.,the hemorrhage volume of digestive tract dropped by 700±250 ml, the time for occult blood to turn to negative was dropped by 10%. Conclusion: The Chinese medical herb, rhubarb, has a multiple targeted therapeutic effect on severe brain injury. 展开更多
关键词 TRADITIONAL Chinese MEDICINE RHUbarB head injury/therapy
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Headedness in Yorǘhbá: An Examination of the Deviant Value of Determiner Phrase
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作者 Issa O. Sanusi 《Sino-US English Teaching》 2014年第1期59-65,共7页
The issue of "headedness" is a product of Chomsky's (1988) notion of UG (Universal Grammar) that led to the development of a framework known as P&P (Principles and Parameters) theory. It is this theory we ha... The issue of "headedness" is a product of Chomsky's (1988) notion of UG (Universal Grammar) that led to the development of a framework known as P&P (Principles and Parameters) theory. It is this theory we have adopted for our analysis in this paper. The purpose of this paper is to examine the inconsistency in the value of Head Parameter with reference to the value of DP (determiner phrase) in Yorfib^i. As a native speaker of Yorfib~, the author has adopted an introspective method of data collection and used the intuitive knowledge of other native speakers of the language for necessary clarifications. Despite the fact that English and Yorfib~ are both head-initial, the structure of the NPs (noun phrases) in English shows that the head noun is always pre-modified, making the NP "head-final"--a violation of the value of Head Parameter in the language. This necessitated the need for Abney's (1987) DP hypothesis; in which the determiner heads its own phrase, thereby making a NP in English head-initial. This solves the problem of Head Parameter in English. However, since nouns in Yor/lb^i are post-modified, adopting "DP-analysis" will automatically produce head-final--a violation of the value of Head Parameter in the language. Given the inconsistency in the specification of head-complement order among the noun phrases in English and Yorfib~, this paper proposes to set a parameter for SVO (Subject-Verb-Object) languages with pre-modification (like English) to adopt "DP-analysis", and those with post-modification (like Yorfib^t) to adopt "NP-analysis". This will ensure "head-initial" value for the two categories of SVO languages 展开更多
关键词 headedness pre-modification post-modification DP-analysis NP-analysis English Yoruba
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Promoting People-to-People Bond among Countries along the Routes of the Belt and Road——Sidelights of CAFIU Delegation's Visit to Sri Lanka,Brunei and ROK Headed by Vice-President Zhang Baowen
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作者 Wang Xiaoyi 《International Understanding》 2015年第4期14-17,共4页
At the invitation of Sri Lanka-China Friendship Association(SLCFA),Brunei-China Friendship Association(BCFA)and National Strategy Institute of the ROK(NSI),Mr.Zhang Baowen,Vice-Chairman of NPC Standing Committee,Chair... At the invitation of Sri Lanka-China Friendship Association(SLCFA),Brunei-China Friendship Association(BCFA)and National Strategy Institute of the ROK(NSI),Mr.Zhang Baowen,Vice-Chairman of NPC Standing Committee,Chairman of the Central Committee of China Democratic League and 展开更多
关键词 LEAGUE Chairman INVITATION cooperation Standing exchanges exhibition DELEGATION headed Southeast
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Study on Management Practices and Constraints of Black Head Somali Sheep Reared in Awbarre District of Fafen Zone, Somali Region, Ethiopia
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作者 Abdi Abdilahi Mohammed Beyan +1 位作者 Sandip Banerjee Kawnin Abdimahad 《Open Journal of Animal Sciences》 CAS 2022年第3期493-505,共13页
The study was conducted to assess management practices and constraints of Black head Somali sheep in Awbarre district of Fafen zone, Somali regional state, Ethiopia. A total of 120 households were purposively selected... The study was conducted to assess management practices and constraints of Black head Somali sheep in Awbarre district of Fafen zone, Somali regional state, Ethiopia. A total of 120 households were purposively selected for this study using purposive sampling technique. The data were collected through the questionnaire, key informants interview, focus group discussions & field observations. The primary purpose of keeping sheep was for income generation followed by saving, meat production, milk, social and cultural functions. The main feeds for sheep during wet season were communal & private natural pastures. In dry season, communal natural pasture, crop residues & private natural pasture were used. The major source of water during wet season was dam/pond, whereas in the dry season spring & pipe water were used. The majority of the respondents (85.8%) used houses enclosed with thorn woody trees and houses enclosed with stone/brick fence were also reported. Majority of the respondents used controlled mating system and sheep are bred to lamb when forage is plentiful because they are less drought tolerant than goats and to avoid unwanted lambing in dry season. Majority (90%) of respondents own their breeding ram and those who have no breeding males used their neighbors’ rams and borrow from others. The breeding rams were born in the flock implying that animals within the flock are very closely related which leads to inbreeding. The most important health problems affecting sheep were circling disease, sheep pox, tick lameness (tick paralysis), Peste des Petits Ruminants (PPR), bloating, and Foot & mouth disease (FMD). The major constraints hindering sheep production in the study area were shortage of veterinary service, feed shortage, scarcity of water, predators, diseases, and marketing. Therefore, to improve and increase the productivity of sheep production in the study area, better management practices and establishing of veterinary service centers are necessary. 展开更多
关键词 Black Head Somali Sheep Management Practice CONSTRAINTS Pastoral & Agro-Pastoral
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Secretary-General Ni Jian Headed a Delegation to Visit ROK, Japan and Sri Lanka
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作者 Wang Lin Ma Jingjing 《International Understanding》 2013年第2期16-17,14-15,共4页
At the invitation of National Strategy Institute of ROK (NSI), Japan&China Technological Youth Interchange Society and Sri Lanka-China Friendship Association (SLCFA), CAFIU’s Secretary-General Ni Jian headed a fi... At the invitation of National Strategy Institute of ROK (NSI), Japan&China Technological Youth Interchange Society and Sri Lanka-China Friendship Association (SLCFA), CAFIU’s Secretary-General Ni Jian headed a five-member delegation to visit the three countries from March 24 to April 2. 展开更多
关键词 Secretary-General Ni Jian headed a Delegation to Visit ROK Japan and Sri Lanka NI
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The Neo-Babylonian Ebabbar Temple at Sippar:its Administration and its Prosopography
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作者 WuYuhong 《Journal of Ancient Civilizations》 1999年第0期157-161,共5页
关键词 PA HEAD The Neo-Babylonian Ebabbar Temple at Sippar
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Enhancing Understanding and Promoting Cooperation──a report on the visit to Algeria and Iran headed by NPC Vice-Chairman Jiang Zhenghua
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《International Understanding》 2001年第2期14-16,共3页
关键词 Enhancing Understanding and Promoting Cooperation a report on the visit to Algeria and Iran headed by NPC Vice-Chairman Jiang Zhenghua NPC
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President Zhou Tienong Headed a Delegation to Visit Hungary and Denmark
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作者 Ma Jingjing 《International Understanding》 2013年第3期37-39,共3页
At the invitation of the"World Bridge"Foundation of Hungary and the Danish-Chinese Business Forum,Mr.Zhou Tienong,ViceChairman of the Standing Committee of the 11th National People’s Congress and CAFIU’s P... At the invitation of the"World Bridge"Foundation of Hungary and the Danish-Chinese Business Forum,Mr.Zhou Tienong,ViceChairman of the Standing Committee of the 11th National People’s Congress and CAFIU’s President headed a CAFIU delegation to visit Hungary and Denmark from June 4 to 13,2013. 展开更多
关键词 World President Zhou Tienong headed a Delegation to Visit Hungary and Denmark
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Strengthen Understanding and Promote Cooperation——Highlights of Visit to Yugoslavia by Delegation Headed by Vice-President Yu Wen by Cao Rongfei
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《International Understanding》 1998年第Z1期4-5,共2页
InlateJune1998,a6memberCAFIUdelegationheadedbyVicePresidentYuWenpaidagoodwilvisittotheFederalRepublicofYugos... InlateJune1998,a6memberCAFIUdelegationheadedbyVicePresidentYuWenpaidagoodwilvisittotheFederalRepublicofYugoslavia.Thehost... 展开更多
关键词 YUGOSLAVIA DELEGATION headed to VISIT CAO
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Tan Zhiqiang Headed an Investigation Delegation to Fujian Province
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作者 Ren Yan 《China Textile》 2009年第5期14-15,共2页
On the invitation of the Straits Textile & Clothing Fair (STCF) committee of Shishi City,Fujian
关键词 OFFICE Tan Zhiqiang headed an Investigation Delegation to Fujian Province CPC
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Actively Promoting Regional Space Cooperation——Vice Administrator, Loan Enjie headed a delegation to attend the Second Asia-Pacific Conference on Multilateral Cooperation in Space Technology and Applications
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作者 Zhang Lihui 《Aerospace China》 1995年第1期14-15,共2页
A Chinese delegation of 24 persons headed by Mr. Luan Enjie, Vice Administrator of China National Space Administration (CNSA) attended the Second Asia-Pacific Conference on Multilateral Cooperation in Space Technology... A Chinese delegation of 24 persons headed by Mr. Luan Enjie, Vice Administrator of China National Space Administration (CNSA) attended the Second Asia-Pacific Conference on Multilateral Cooperation in Space Technology and Applications held at Islamabad, the Capital of Pakistan from April 22 to 26, 1995. Following the First AsiaPacific Workshop held in Beijing in December, 1992, and the First Asia-Pacific Conference on Multilateral Cooperation in 展开更多
关键词 Asia Loan Enjie headed a delegation to attend the Second Asia-Pacific Conference on Multilateral Cooperation in Space Technology and Applications Vice Administrator Actively Promoting Regional Space Cooperation
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The Changes of Baroreflex Sensitivity During Head-up Tilt Test and Its Clinical Significance in the Patients with Vasovagal Syncope
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作者 胡兆霆 吕艳青 杨钧国 《South China Journal of Cardiology》 CAS 2001年第2期65-68,共4页
Objective To study thechanges of baroreflex sensitivity (BRS) during head - up tilt test (HUT) in patients with vasovagal syncope (VS), and to examine the relationship between baroreflex sensitivity and neurohormonal ... Objective To study thechanges of baroreflex sensitivity (BRS) during head - up tilt test (HUT) in patients with vasovagal syncope (VS), and to examine the relationship between baroreflex sensitivity and neurohormonal factors. Furthermore, to investigate the effects of the changes of BRS on VS. Methods Forty - two patients with unexplained syncope (Among the 42 patients, there were 22 patients with positive HUT and 20 patients with negative HUT respectively) and 20 healthy volunteers (with negative HUT) underwent passive head - up tilt testing, Ante-cubital vein blood samples were taken before and after HUT, or at syncope. The fasting plasma endothelin , serum nitric oxide (NO), serum NE were measured, the BRS was assessed on the basis of the linear regression slope the RR interval versus systolic arterial blood pressure during the increment in blood pressure after intravenous administration of phenylephrine. Results (1) During the syncope, the BRS significantly reduced in HUT(+) group than baseline. At the end of tilt, the level of plasma ET, serum NO in patients with positive HUT significantly increased compared with baseline or normal controls, and the plasma concentration of NE also had the trend of increase. (2) By multiple regression analysis, a significant negative correlation was found between baroreceptor sensitivity and the plasma ET, NO at the end of HUT in patients with positive HUT, but there was no relationship between BRS and NE. Conclusions During the syncope occure, the BRS in patients with VS decreased significantly compared with normal controls. The abnormal plasma ET, NO concen-tration might contribute to the mechanism of VS. 展开更多
关键词 Vasovagal syncope Head - up tilt test Endothelin Nitric oxide baroreflex Sensitivity
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基于YOLOv5的汽车液晶仪表图标符号检测方法研究
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作者 郭健忠 肖庆 +2 位作者 谢斌 闵锐 丁宁 《电子器件》 2025年第4期853-862,共10页
在汽车液晶仪表的自动化测试领域,机器视觉学习取代人工检测液晶仪表已成为趋势。针对现有方法存在检测环境苛刻、准确度低以及通用性差等问题,提出了一种基于YOLOv5的汽车液晶仪表图标符号检测方法,实现对仪表常用指示及报警图标符号... 在汽车液晶仪表的自动化测试领域,机器视觉学习取代人工检测液晶仪表已成为趋势。针对现有方法存在检测环境苛刻、准确度低以及通用性差等问题,提出了一种基于YOLOv5的汽车液晶仪表图标符号检测方法,实现对仪表常用指示及报警图标符号的自动化检测工作。该方法通过在YOLOv5网络模型基础上添加ECA注意力机制以减少图标符号周围冗余信息的干扰、采用轻量级通用上采样算子CARAFE扩大特征图的感受野、采用多尺度检测结构增加小图标符号的检测层、引入Dynamic Head模块提高对图标符号的感知能力,从而提高网络模型的检测准确度;同时使用SIoU Loss作为回归定位损失函数,以加快网络模型的收敛速度。与原始YOLOv5模型进行对比实验,结果显示改进模型在多种类的汽车液晶仪表图标符号检测上表现更好,mAP0.5和mAP0.5:0.95分别提高了3.1%和3.6%,达到了95.9%和76.8%,这为汽车液晶仪表图标符号的自动化检测工作提供了方法上的参考。 展开更多
关键词 YOLOv5 多尺度检测 CARAFE dynamic head 仪表图标检测
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基于TCGA数据库资料评估头颈鳞状细胞癌患者Klotho基因表达与临床预后的关系
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作者 张学聪 陈秉辉 +2 位作者 徐常艳 常方远 曹华 《中国耳鼻咽喉头颈外科》 2025年第1期48-50,共3页
目的探讨基于癌症基因组图谱(TCGA)数据库资料评估头颈鳞状细胞癌(head neck squamous cell carcinoma,HNSCC)患者Klotho基因表达对临床预后的影响。方法研究通过检索TCGA数据库收集HNSCC患者Klotho基因、微管相关蛋白轻链3(Microtubule... 目的探讨基于癌症基因组图谱(TCGA)数据库资料评估头颈鳞状细胞癌(head neck squamous cell carcinoma,HNSCC)患者Klotho基因表达对临床预后的影响。方法研究通过检索TCGA数据库收集HNSCC患者Klotho基因、微管相关蛋白轻链3(Microtubule-associated protein light chain 3,MAPLC3)、NOP2/Sun RNA甲基转移酶2(NOP2/Sun RNA methyltransferase 2,NSUN2)的表达及随访预后资料,根据Klotho基因表达水平分为低表达组(n=87例)、中表达组(n=87例)和高表达组(n=88例)。描绘Kaplan-Meier曲线分析Klotho基因表达对临床预后的影响,同时评价Klotho基因表达与MAPLC3及NSUN2的相关性。结果不同组别患者一般临床特征资料比较差异无统计学意义(P>0.05)。高表达组患者中位总生存率(overall survival,OS)显著高于低表达组(P<0.05)。与高表达组相比,低表达组风险比为0.62(95%CI:0.44~0.87,P<0.05)。HNSCC患者中Klotho基因与MAPLC3表达水平呈正相关(r=0.19,P=0.00),而与NSUN2表达水平呈负相关(r=-0.17,P=0.00)。结论Klotho基因表达与HNSCC患者临床预后有关,同时该基因可能影响下游MAPLC3及NSUN2的表达。 展开更多
关键词 头颈鳞状细胞癌(Squamous Cell Carcinoma of Head and Neck) 预后(Prognosis) Klotho基因(Klotho Gene) 微管相关蛋白轻链3(Microtubule-associated protein light chain 3) NOP2/Sun RNA甲基转移酶2(NOP2/Sun RNA methyltransferase 2)
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基于YOLOv5s的复杂场景下高效烟火检测算法YOLOv5s-MRD 被引量:4
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作者 侯阳 张琼 +2 位作者 赵紫煊 朱正宇 张晓博 《计算机应用》 北大核心 2025年第4期1317-1324,共8页
现有的烟火检测方法主要依赖员工现场巡视,效率低且实时性差,因此,提出一种基于YOLOv5s的复杂场景下的高效烟火检测算法YOLOv5s-MRD(YOLOv5s-MPDIoU-RevCol-Dyhead)。首先,采用MPDIoU(Maximized Position-Dependent Intersection over U... 现有的烟火检测方法主要依赖员工现场巡视,效率低且实时性差,因此,提出一种基于YOLOv5s的复杂场景下的高效烟火检测算法YOLOv5s-MRD(YOLOv5s-MPDIoU-RevCol-Dyhead)。首先,采用MPDIoU(Maximized Position-Dependent Intersection over Union)方法改进边框损失函数,以适应重叠或非重叠的边界框回归(BBR),从而提高BBR的准确性和效率;其次,利用可逆柱状结构RevCol(Reversible Column)网络模型思想重构YOLOv5s模型的主干网络,使它具有多柱状网络架构,并在模型的不同层之间加入可逆链接,从而最大限度地保持特征信息以提高网络的特征提取能力;最后,引入Dynamic head检测头,以统一尺度感知、空间感知和任务感知,从而在不额外增加计算开销的条件下显著提高目标检测头的准确性和有效性。实验结果表明:在DFS(Data of Fire and Smoke)数据集上,与原始YOLOv5s算法相比,所提算法的平均精度均值(mAP@0.5)提升了9.3%,预测准确率提升了6.6%,召回率提升了13.8%。可见,所提算法能满足当前烟火检测应用场景的要求。 展开更多
关键词 目标检测 RevCol网络 YOLOv5 Dynamic head检测头 MPDIoU 烟火检测
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基于改进YOLOv8n模型的辣椒病害检测方法 被引量:3
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作者 李芳 危疆树 +2 位作者 王玉超 张尧 谢宇鑫 《江苏农业学报》 北大核心 2025年第2期323-334,共12页
为了解决辣椒病害检测速度慢,漏检率和误检率高的问题,本研究以YOLOv8n为基线模型,引入Adown下采样模块替代原模型骨干网络(Backbone)的卷积下采样层,引入SlimNeck模块将原模型颈部网络中的卷积层和特征聚合模块(C2f)替换为混合卷积模块... 为了解决辣椒病害检测速度慢,漏检率和误检率高的问题,本研究以YOLOv8n为基线模型,引入Adown下采样模块替代原模型骨干网络(Backbone)的卷积下采样层,引入SlimNeck模块将原模型颈部网络中的卷积层和特征聚合模块(C2f)替换为混合卷积模块(GSConv)和跨阶段部分网络(VoVGSCSP)模块,并利用辅助训练头Aux Head(Auxiliary head)融合原有的检测头,构建改进的YOLOv8n模型(YOLOv8n-ATA模型)。最后利用辣椒炭疽病、褐斑病、脐腐病和细菌性叶斑病等4种病害影像数据集对改进后的模型性能进行分析。结果表明,改进后模型的浮点计算量和模型大小比原YOLOv8n模型增加19.5%和10.2%,但模型对辣椒病害的识别精确率、平均精度均值mAP_(50)和mAP_(50∶95)分别提升2.6个百分点、2.9个百分点和2.9个百分点,同时每1 s传输帧数增加15.1%。因此,改进后的模型能够对辣椒病害进行有效识别,较好实现模型识别准确度与效率的平衡。 展开更多
关键词 辣椒病害 YOLOv8n模型 目标检测 Adown下采样模块 SlimNeck模块 Aux Head检测头
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SD-YOLO:一种多尺度小目标检测算法 被引量:1
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作者 赵滨淋 孙玲 +2 位作者 陈功 钟剑丹 付琳 《电光与控制》 北大核心 2025年第7期21-26,共6页
针对无人机航拍图像中小目标样本数量多且尺度变换范围大导致的漏检和误检现象严重等问题,提出一种基于YOLOv8s改进的小目标检测算法SD-YOLO。首先,使用DCNv2模块对C2f进行重构,使模型能够有效地捕捉目标的细粒度细节,自适应地调整卷积... 针对无人机航拍图像中小目标样本数量多且尺度变换范围大导致的漏检和误检现象严重等问题,提出一种基于YOLOv8s改进的小目标检测算法SD-YOLO。首先,使用DCNv2模块对C2f进行重构,使模型能够有效地捕捉目标的细粒度细节,自适应地调整卷积核的采样位置,从而能够准确地定位目标位置;其次,改进SPD-Conv模块,提升模型捕捉局部特征的能力,从而使模型能够保留更多的空间信息;最后,增加一个小目标检测头,并引入Dynamic head模块,提升模型在多尺度场景下的检测性能。在VisDrone2019数据集上的实验结果显示,SD-YOLO的mAP50为0.495,相较于原始YOLOv8s网络提升了0.1,并且能够保持较高帧率,对多尺度小目标的检测性能有显著提高。 展开更多
关键词 小目标检测 YOLOv8s 细粒度细节 Dynamic head
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改进YOLOv8的铸件多肉缺陷检测
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作者 刘琦 马行 穆春阳 《现代电子技术》 北大核心 2025年第11期131-135,共5页
针对铸造生产过程中铸件表面多肉缺陷数据集少、复杂环境下人工检测困难以及检测效率较低等问题,文中基于YOLOv8提出改进算法。对数据进行增强处理,以便提升模型的鲁棒性,更贴合实际环境;引入残差网络Resnet替换网络主干部分,提高模型... 针对铸造生产过程中铸件表面多肉缺陷数据集少、复杂环境下人工检测困难以及检测效率较低等问题,文中基于YOLOv8提出改进算法。对数据进行增强处理,以便提升模型的鲁棒性,更贴合实际环境;引入残差网络Resnet替换网络主干部分,提高模型提取目标特征的能力;对Neck部分进行重构,避免参数量的增加;在网络的输出末端加入具有注意力机制的Dynamic Head检测头,将模型对目标感知和表达的能力进一步提高;在训练模型能力过程中加入MPDIoU损失函数,强化模型对于目标边框的处理,提高模型对铸件多肉缺陷的识别精准度。实验结果表明,改进的YOLOv8模型在检测铸件多肉缺陷数据集上的mAP相比原模型提升2.2%,提升了小目标识别精度,正确检测率提高了16.1%。 展开更多
关键词 缺陷检测 铸件多肉缺陷 YOLOv8 注意力机制 Resnet Dynamic Head
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基于改进YOLOv8n的松材线虫病疫木检测方法
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作者 王余康 黄雷君 李洋 《林草资源研究》 北大核心 2025年第1期114-125,共12页
松材线虫病对全球松树资源和生态环境造成严重威胁,准确检测疫木对于控制疫情蔓延具有重要意义。借助无人机遥感技术,能够高效获取覆盖广泛、分辨率高的森林影像数据,为松材线虫病疫木检测提供了关键的数据支持。针对复杂森林环境下无... 松材线虫病对全球松树资源和生态环境造成严重威胁,准确检测疫木对于控制疫情蔓延具有重要意义。借助无人机遥感技术,能够高效获取覆盖广泛、分辨率高的森林影像数据,为松材线虫病疫木检测提供了关键的数据支持。针对复杂森林环境下无人机遥感影像中松材线虫病疫木检测识别能力受限的问题,提出一种改进的YOLOv8n检测模型(YOLOv8n-RCD)。使用RepVit作为主干网络,提升特征提取能力;通过引入跨尺度特征融合模块(CCFM),增强模型对多层次特征的提取;采用动态头(Dynamic Head)替换原有检测头,提高模型在复杂背景下的目标识别能力和适应性。结果表明:改进后的YOLOv8n-RCD在精确率(P)、召回率(R)和F1分数上比基准模型(YOLOv8n)分别提升了3.37%、3.00%和3.19%,AP50和AP50-95分别提升了1.93%和1.49%。改进后的模型提升了在复杂森林环境下的识别精度和能力,为松材线虫病疫木的精确化检测和无人机遥感驱动的智能化动态防控提供了有力的技术支持。 展开更多
关键词 目标检测 松材线虫病 YOLOv8n RepVit CCFM Dynamic Head
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