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基于改进YOLOv5s的滚动轴承表面缺陷识别算法
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作者 宁少慧 段攀龙 +2 位作者 杜越 张少鹏 邓功也 《机床与液压》 北大核心 2024年第18期230-236,共7页
为了解决机械设备轴承表面缺陷检测中多目标情形下的小目标漏检率高、检测速度慢、模型精度和特征提取泛化能力不足的问题,提出一种滚动轴承表面缺陷识别网络模型YOLOv5s-CDOD。在卷积操作前,使用B-ConvNeXt网络平衡模型的精度和复杂度... 为了解决机械设备轴承表面缺陷检测中多目标情形下的小目标漏检率高、检测速度慢、模型精度和特征提取泛化能力不足的问题,提出一种滚动轴承表面缺陷识别网络模型YOLOv5s-CDOD。在卷积操作前,使用B-ConvNeXt网络平衡模型的精度和复杂度,保留轴承表面小目标缺陷的特征,同时提升模型的泛化能力;通过将YOLOv5s网络中的传统卷积模块替换为具有二次深度过参数化卷积的卷积(DOD-Conv)模块,在不增加模型参数的情况下,提高模型的识别精度和速度;最后,在特征处理阶段,使用VariFocal Loss损失函数,增加模型对正样本目标的学习,对轴承小目标缺陷的检测精度进一步提升。实验结果表明:与原YOLOv5s网络相比,优化后的网络参数量减少了10%,使得模型的检测速度明显提升;同时,所提模型的平均检测精度达到了94%,对轴承表面小目标缺陷的识别率也有所提高。 展开更多
关键词 缺陷识别 YOLOv5s网络 B-ConvNeXt网络 二次深度过参数化卷积 VariFocal loss函数
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X’s Way构式在英语中的表现——来自“基于海量数据的大规模英语用法知识库”的报告
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作者 杨永林 丁韬 《浙江外国语学院学报》 2023年第4期51-59,共9页
20世纪90年代以来,随着语料库语言学、动词类型研究,以及构式语法的兴起,X’s way构式这种独特的语言现象获得了一种多学科、全景式的阐释,使我们对词汇、语法、语义三者之间的关系有了一个全新的理解和认识。另外,二语习得研究表明,基... 20世纪90年代以来,随着语料库语言学、动词类型研究,以及构式语法的兴起,X’s way构式这种独特的语言现象获得了一种多学科、全景式的阐释,使我们对词汇、语法、语义三者之间的关系有了一个全新的理解和认识。另外,二语习得研究表明,基于用法的教学方法有助于提升学习者的整体语言能力。相关研究还表明,在语言习得与语言加工过程中,词汇、语法、语义这三大元素总体表现出一种不可分割的连续体特征。然而,相关研究成果并未在外语教学中得到广泛的应用。针对这一现象,本文采用多元视角,先介绍相关研究的要点,后通过“基于海量数据的大规模英语用法知识库”中的范例展示,为课堂教学与自主学习提供了一种内容与资源上的选择。 展开更多
关键词 构式研究 X’s way构式 多元视角 教学应用
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STAT3 ameliorates truncated tau-induced cognitive deficits 被引量:2
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作者 Bingge Zhang Huali Wan +7 位作者 Maimaitijiang Maierwufu Qian Liu Ting Li Ye He Xin Wang Gongping Liu Xiaoyue Hong Qiong Feng 《Neural Regeneration Research》 SCIE CAS CSCD 2024年第4期915-922,共8页
Proteolytic cleavage of tau by asparagine endopeptidase(AEP)creates tau-N368 fragments,which may drive the pathophysiology associated with synaptic dysfunction and memory deterioration in the brain of Alzheimer’s dis... Proteolytic cleavage of tau by asparagine endopeptidase(AEP)creates tau-N368 fragments,which may drive the pathophysiology associated with synaptic dysfunction and memory deterioration in the brain of Alzheimer’s disease patients.Nonetheless,the molecular mechanisms of truncated tau-induced cognitive deficits remain unclear.Evidence suggests that signal transduction and activator of transcription-3(STAT3)is associated with modulating synaptic plasticity,cell apoptosis,and cognitive function.Using luciferase reporter assays,electrophoretic mobility shift assays,western blotting,and immunofluorescence,we found that human tau-N368 accumulation inhibited STAT3 activity by suppressing STAT3 translocation into the nucleus.Overexpression of STAT3 improved tau-N368-induced synaptic deficits and reduced neuronal loss,thereby improving the cognitive deficits in tau-N368 mice.Moreover,in tau-N368 mice,activation of STAT3 increased N-methyl-D-aspartic acid receptor levels,decreased Bcl-2 levels,reversed synaptic damage and neuronal loss,and thereby alleviated cognitive deficits caused by tau-N368.Taken together,STAT3 plays a critical role in truncated tau-related neuropathological changes.This indicates a new mechanism behind the effect of tau-N368 on synapses and memory deficits.STAT3 can be used as a new molecular target to treat tau-N368-induced protein pathology. 展开更多
关键词 Alzheimer’s disease apoptosis cognitive deficit memory neurodegenerative disease neuron loss N-methyl-D-aspartic acid receptor sTAT3 sYNAPsE tau-N368
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Therapeutic advances in neural regeneration for Huntington’s disease 被引量:1
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作者 Francesco D’Egidio Vanessa Castelli +3 位作者 Giorgia Lombardozzi Fabrizio Ammannito Annamaria Cimini Michele d’Angelo 《Neural Regeneration Research》 SCIE CAS CSCD 2024年第9期1991-1997,共7页
Huntington’s disease is a neurodegenerative disease caused by the expansion mutation of a cytosine-adenine-guanine triplet in the exon 1 of the HTT gene which is responsible for the production of the huntingtin (Htt)... Huntington’s disease is a neurodegenerative disease caused by the expansion mutation of a cytosine-adenine-guanine triplet in the exon 1 of the HTT gene which is responsible for the production of the huntingtin (Htt) protein. In physiological conditions, Htt is involved in many cellular processes such as cell signaling, transcriptional regulation, energy metabolism regulation, DNA maintenance, axonal trafficking, and antiapoptotic activity. When the genetic alteration is present, the production of a mutant version of Htt (mHtt) occurs, which is characterized by a plethora of pathogenic activities that, finally, lead to cell death. Among all the cells in which mHtt exerts its dangerous activity, the GABAergic Medium Spiny Neurons seem to be the most affected by the mHtt-induced excitotoxicity both in the cortex and in the striatum. However, as the neurodegeneration proceeds ahead the neuronal loss grows also in other brain areas such as the cerebellum, hypothalamus, thalamus, subthalamic nucleus, globus pallidus, and substantia nigra, determining the variety of symptoms that characterize Huntington’s disease. From a clinical point of view, Huntington’s disease is characterized by a wide spectrum of symptoms spanning from motor impairment to cognitive disorders and dementia. Huntington’s disease shows a prevalence of around 3.92 cases every 100,000 worldwide and an incidence of 0.48 new cases every 100,000/year. To date, there is no available cure for Huntington’s disease. Several treatments have been developed so far, aiming to reduce the severity of one or more symptoms to slow down the inexorable decline caused by the disease. In this context, the search for reliable strategies to target the different aspects of Huntington’s disease become of the utmost interest. In recent years, a variety of studies demonstrated the detrimental role of neuronal loss in Huntington’s disease condition highlighting how the replacement of lost cells would be a reasonable strategy to overcome the neurodegeneration. In this view, numerous have been the attempts in several preclinical models of Huntington’s disease to evaluate the feasibility of invasive and non-invasive approaches. Thus, the aim of this review is to offer an overview of the most appealing approaches spanning from stem cell-based cell therapy to extracellular vesicles such as exosomes in light of promoting neurogenesis, discussing the results obtained so far, their limits and the future perspectives regarding the neural regeneration in the context of Huntington’s disease. 展开更多
关键词 cell therapy EXOsOMEs extracellular vesicles HUNTINGTIN Huntington’s disease medium spiny neurons neurodegenerative disease NEUROGENEsIs neuronal loss stem cells
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改进YOLOv7-tiny与D-S理论结合的实验室人员行为检测研究
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作者 杨永亮 曹敏 +4 位作者 徐凌桦 王霄 杨靖 王涛 冯平平 《现代电子技术》 北大核心 2024年第19期153-160,共8页
针对目前实验室场景缺少对人员行为检测的方法,且主流算法精度低、误检率高的问题,文中提出一种改进YOLOv7-tiny的人员行为检测算法,并通过多源信息融合,提高人员行为在实际实验室场景中的识别准确率。首先,在检测算法主干网络引入Ghost... 针对目前实验室场景缺少对人员行为检测的方法,且主流算法精度低、误检率高的问题,文中提出一种改进YOLOv7-tiny的人员行为检测算法,并通过多源信息融合,提高人员行为在实际实验室场景中的识别准确率。首先,在检测算法主干网络引入GhostNetV2轻量化网络,进一步降低模型计算量和复杂度;其次,在颈部网络嵌入改进后的CBAM_E注意力模块,加强目标重要特征的提取;再次,在预测端使用SIoU替换原有的损失函数,减少角度因素和边界框回归精度的影响。检测结果表明,相较于YOLOv7-tiny,文中算法精度提升10.08%,模型参数量和复杂度分别下降36.45%和46.76%。最后通过将检测数据与传感器采集数据运用D-S证据理论进行信息融合后发现,人员不规范行为检测的误检率得到有效降低。结果表明,该方法可实现对实验室人员不规范行为的有效检测。 展开更多
关键词 实验室场景 人员行为 YOLOv7-tiny 轻量化网络 注意力模块 损失函数 D-s证据理论 信息融合
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基于去偏置项SoftMax和紧致度量损失函数的牛脸识别方法
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作者 杨胜楠 赵建敏 +1 位作者 杨梅 赵宇飞 《黑龙江畜牧兽医》 CAS 北大核心 2024年第4期36-42,共7页
为了实现精准畜牧业生产及畜牧业保险理赔中牛只身份的准确识别,试验提出了基于去偏置项SoftMax和紧致度量损失函数的牛脸识别方法,即采用深度卷积神经网络(deep convolutional neural networks,DCNNs)模型提取特征,利用去偏置项SoftMa... 为了实现精准畜牧业生产及畜牧业保险理赔中牛只身份的准确识别,试验提出了基于去偏置项SoftMax和紧致度量损失函数的牛脸识别方法,即采用深度卷积神经网络(deep convolutional neural networks,DCNNs)模型提取特征,利用去偏置项SoftMax损失函数优化特征空间中的特征分布,提高特征线性可分辨性,解决特征归一化后在投影超平面上的重叠问题;采用紧致度量损失函数结合去偏置项SoftMax损失函数联合监督模型训练,使同类特征与类内特征的平均距离最小化,提高特征聚类的紧凑性和可辨识性,同时兼顾了类内样本分布的多样性;最后试验将本算法(去偏置项SoftMax和紧致度量损失函数联合监督算法)与ArcFace损失函数、标准SoftMax损失函数、去偏置项SoftMax损失函数、标准SoftMax损失函数结合紧致度量损失函数进行了性能对分分析。结果表明:本算法的识别准确率在所有模型中最高,为97.61%;且能对高相似度牛脸正确识别。说明基于去偏置项SoftMax和紧致度量损失函数的牛脸识别方法可满足牧场牛只身份识别要求。 展开更多
关键词 深度度量学习 身份识别 牛脸识别 去偏置项softMax损失函数 紧致度量损失函数 深度卷积神经网络
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Hidden Hearing Loss: Causes, Current Knowledge, and Future Directions
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作者 Alexandra Jalkh 《International Journal of Otolaryngology and Head & Neck Surgery》 2023年第3期107-123,共17页
Introduction: Hidden hearing loss (HHL) is a type of auditory disorder that affects the auditory neural processing and hearing sensitivity in subjects with normal hearing thresholds. Unlike central auditory processing... Introduction: Hidden hearing loss (HHL) is a type of auditory disorder that affects the auditory neural processing and hearing sensitivity in subjects with normal hearing thresholds. Unlike central auditory processing disorders, HHL happens when the cochlea (the peripheral auditory organ) is affected. There are several known risk factors to HHL which includes noise exposure, ototoxic drugs, and peripheral neuropathies, and age. Recent studies have shed light on this type of hearing loss, its etiology, prevalence, and how it can affect the auditory acuity in humans. Methods: This paper covers the current research regarding HHL, its causes, the different mechanisms involved in this disorder, and the diagnosis and potential treatments related to it. We will delve deeply into different researches concerning HHL. 4 articles from 285 were selected focusing on normal hearing individuals with bad speech intelligibility were discussed in this paper. In addition, articles discussing the effects of noise exposure on hearing impaired individuals were not considered as this study solely aims to focus on normal hearing sensitivity individuals with HHL, resulting in 4 articles from 285. Results: Numerous literatures over the decades have suggested that HHL is due to the degeneration of cochlear ribbon synapses, or hair cells synapses without hair cell damage. Their association with HHL was noted several times through this study, whether we were studying the effect of noise exposure, of age, or of ototoxicity. In all cases, no significant hair cell damage was observed, and normal thresholds were recovered. However, a decline in the amplitude of Auditory Brainstem Response (ABR) peak I from auditory nerve (AN) responses in noise exposed subjects and a decline in compound action potential (CAP) was measured when certain drugs were applied to the round window of Guinea pigs. Conclusion: Most studies, have proven that cochlear synaptophysin is the major contributor to noise induced, age, and ototoxic related HHL. There are several audiometric tests that were used to help identify HHL including Puretone audiometry in background noise, ABR, CAP, Distortion Product Otoacoustic Emission (DPOAE). 展开更多
关键词 Hidden Hearing loss speech Testing speech Intelligibility Noise Induced Hearing loss OTOTOXICITY schwan’s Cells Ablation
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Enhanced Wideband Frequency Estimation via FFT: Leveraging Polynomial Interpolation and Array Indexing
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作者 Kiran Jayarama Chien-In Henry Chen 《Journal of Computer and Communications》 2024年第1期35-48,共14页
Accurate frequency estimation in a wideband digital receiver using the FFT algorithm encounters challenges, such as spectral leakage resulting from the FFT’s assumption of signal periodicity. High-resolution FFTs pos... Accurate frequency estimation in a wideband digital receiver using the FFT algorithm encounters challenges, such as spectral leakage resulting from the FFT’s assumption of signal periodicity. High-resolution FFTs pose computational demands, and estimating non-integer multiples of frequency resolution proves exceptionally challenging. This paper introduces two novel methods for enhanced frequency precision: polynomial interpolation and array indexing, comparing their results with super-resolution and scalloping loss. Simulation results demonstrate the effectiveness of the proposed methods in contemporary radar systems, with array indexing providing the best frequency estimation despite utilizing maximum hardware resources. The paper demonstrates a trade-off between accurate frequency estimation and hardware resources when comparing polynomial interpolation and array indexing. 展开更多
关键词 scalloping loss Goertzel’s Algorithm sUPER-REsOLUTION Fast Fourier Transform (FFT) Decimation in Frequency (DIF) Decimation in Time (DIT) spectral Leakage Frequency Estimation
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基于改进YOLOX-S的足球比赛视频目标检测方法
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作者 何妍妍 《高师理科学刊》 2024年第1期30-35,共6页
为了提升足球赛事水平,催生出足球新战术,识别足球巨星梅西和足球的位置,为进一步的跟踪提供良好的基础,提出了一种基于改进YOLOX-S的足球赛事目标检测方法.使用Pseudo-IoU度量,改进了YOLOX-S中的正样本初步筛选机制,将更标准化和准确... 为了提升足球赛事水平,催生出足球新战术,识别足球巨星梅西和足球的位置,为进一步的跟踪提供良好的基础,提出了一种基于改进YOLOX-S的足球赛事目标检测方法.使用Pseudo-IoU度量,改进了YOLOX-S中的正样本初步筛选机制,将更标准化和准确的分配规则引入到YOLOX-S无锚检测框架.在损失函数中使用了Focal Loss,以平衡难易样本.实验结果表明,相较于YOLOX-S模型,所提模型具有更好的综合表现,足球类别平均精度为79.8%,梅西类别平均精度为72.6%,平均精度均值为76.2%. 展开更多
关键词 目标检测 YOLOX-s 足球赛事 Pseudo-Iou度量 Focal loss
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基于YOLOv5s的轻量化乒乓球目标检测算法 被引量:2
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作者 赵英 王琦 +1 位作者 沙捷 郭倩玲 《计算机应用》 CSCD 北大核心 2023年第S01期229-234,共6页
针对乒乓球目标检测方法易受环境、光线、速度等多种因素干扰导致精度和实时性不佳的问题,提出了一种基于YOLOv5s框架的轻量化乒乓球目标检测算法——SYOLO5(Shuffle-YOLOv5s)。首先,采用改进的ShuffleNetV2网络单元组合重构YOLOv5s主... 针对乒乓球目标检测方法易受环境、光线、速度等多种因素干扰导致精度和实时性不佳的问题,提出了一种基于YOLOv5s框架的轻量化乒乓球目标检测算法——SYOLO5(Shuffle-YOLOv5s)。首先,采用改进的ShuffleNetV2网络单元组合重构YOLOv5s主干网络,提高特征提取速度;其次,在特征融合的过程中引入高效通道注意力(ECA)机制,有效提升模型的检测性能;接着,采用SIoU Loss(S-Intersection over Union)作为定位损失函数提升网络的收敛速度和定位精度;最后,贴合乒乓球小尺寸的特点,采用双尺度目标检测,进一步提高模型推理速度。实验结果表明,所提算法与YOLOv5s相比,参数量和计算量分别减少了80%和60%,精确率提升了1.9个百分点。 展开更多
关键词 乒乓球检测 YOLOv5s shuffleNetV2 高效通道注意力 sIoU loss
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四川泸定M_(S)6.8地震灾害主要特征分析 被引量:4
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作者 张翼 宴金旭 +7 位作者 赵雪慧 周琪 吴今生 陈维锋 范开红 郑逸 刘杨 吴朋 《中国地震》 北大核心 2023年第1期1-20,共20页
四川泸定6.8级地震是继2013年芦山7.0级地震至今,四川境内遭受灾害面积最大、死亡人数最多的一次地震,造成了一定程度的房屋和基础设施损坏,诱发了大量的地质灾害,具有明显的区域特点.本文基于四川省抗震救灾指挥部和地震现场工作队的... 四川泸定6.8级地震是继2013年芦山7.0级地震至今,四川境内遭受灾害面积最大、死亡人数最多的一次地震,造成了一定程度的房屋和基础设施损坏,诱发了大量的地质灾害,具有明显的区域特点.本文基于四川省抗震救灾指挥部和地震现场工作队的一手资料,从灾情获取的时间序列、震害的空间分布、生命损失、建筑物破坏、地震地质灾害的强度等方面开展了本次地震的灾害特征分析.初步得到如下认识:①黑箱期时间为1.5h,死亡人数统计比小于1%,24h获得了半数以上伤亡信息,符合中强地震灾情渐进式获取的一般规律;②本次地震影响面较广,有感面积为816194km^(2),烈度Ⅵ度区域以上面积为19089km^(2),Ⅸ度区面积为280km^(2),与一次7级地震受灾范围相当;③地震灾害重且破坏集中,截至2022年9月11日17时共造成93人死亡,25人失联,导致房屋垮塌415间,严重损坏5566间,一般损坏19890间,新增有威胁对象的地震地质灾害点565处,其中,约92%的死亡人员地点、68%的地震地质灾害点、多数的毁坏及严重破坏房屋位置,集中分布在Ⅷ度和Ⅸ度区;④滑坡、崩塌等次生地质灾害是造成本次地震人员死亡最主要的原因,占总死亡(含失联)人数的86%. 展开更多
关键词 四川泸定6.8级地震 地震灾害 灾害特征 烈度分布 生命损失 次生灾害
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基于改进YOLOv5s的水果目标检测研究
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作者 刘麒 盛德庆 +1 位作者 孙万龙 王影 《吉林化工学院学报》 CAS 2023年第7期34-41,共8页
为了准确识别果树上不同的水果目标,解决对果实识别精度不理想等问题,提出一种基于YOLOv5s的改进算法。首先,在回归框预测损失上,将EIoU损失函数应用到YOLOv5s上,使目标框与锚框的宽度和高度之差达到最小;其次,在主干网络上添加ECA-Net... 为了准确识别果树上不同的水果目标,解决对果实识别精度不理想等问题,提出一种基于YOLOv5s的改进算法。首先,在回归框预测损失上,将EIoU损失函数应用到YOLOv5s上,使目标框与锚框的宽度和高度之差达到最小;其次,在主干网络上添加ECA-Net注意力机制,以更好地提取不同果实目标的特征。实验结果表明,YOLOv5s+ECA+EIoU loss的综合性能优势明显,与现有的几种网络算法对比,改进后的算法各项数据均优于其他算法,进而验证了改进的有效性,可以为机器人采摘时的目标检测研究提供必要的技术支持。 展开更多
关键词 目标检测 水果 YOLOv5s ECA-Net EIoU loss
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基于YOLOv5s的航拍小目标检测改进算法研究 被引量:9
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作者 刘展威 陈慈发 董方敏 《无线电工程》 北大核心 2023年第10期2286-2294,共9页
针对无人机航拍时拍摄的对象大小不一、种类繁杂且容易被建筑遮挡等问题,提出了一种基于YOLOv5s的无人机目标检测改进算法VA-YOLO。在已有的主干网络中添加CA注意力机制模块,扩大检测区域,获得更准确的位置信息;针对检测小目标时尺度不... 针对无人机航拍时拍摄的对象大小不一、种类繁杂且容易被建筑遮挡等问题,提出了一种基于YOLOv5s的无人机目标检测改进算法VA-YOLO。在已有的主干网络中添加CA注意力机制模块,扩大检测区域,获得更准确的位置信息;针对检测小目标时尺度不一导致语义丢失的问题,添加小目标检测层与BiFPN结构,加深浅层语义与深层语义结合,以此丰富对检测目标的语义信息;使用损失函数Varifocal loss与EIoU,改善模型对小目标检测的准确性。实验结果表明,在VisDrone2019-DET数据集上,该算法的平均检测精度(mean Average Precision,mAP)达到了39.01%,相比YOLOv5s提高了6.26%。 展开更多
关键词 无人机航拍 YOLOv5s 小目标 Varifocal loss
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改进YOLOv5s的无人机目标检测算法 被引量:18
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作者 宋谱怡 陈红 苟浩波 《计算机工程与应用》 CSCD 北大核心 2023年第1期108-116,共9页
无人机在情报、侦察和监视领域,目标自动检测可为侦察等任务提供准确的目标位置及类别,为地面指挥人员提供详尽的目标信息。针对无人机图像背景复杂、分辨率高、目标尺度差异大等特点,提出一种改进YOLOv5s目标检测算法。将压缩-激励模... 无人机在情报、侦察和监视领域,目标自动检测可为侦察等任务提供准确的目标位置及类别,为地面指挥人员提供详尽的目标信息。针对无人机图像背景复杂、分辨率高、目标尺度差异大等特点,提出一种改进YOLOv5s目标检测算法。将压缩-激励模块引入到YOLOv5s算法中,提高网络的特征提取能力;引入双锥台特征融合(bifrustum feature fusion,BFF)结构,提高算法对较小目标的检测检测精度;将CIoU Loss替换GIoU Loss作为算法的损失函数,在提高边界框回归速率的同时提高定位精度。实验结果表明,改进后的YOLOv5s取得了86.3%的平均均值精度(mAP),比原算法YOLOv5s提高了16.8个百分点,在复杂背景下仍能显著提升无人机图像目标检测性能。 展开更多
关键词 无人机检测 YOLOv5s 压缩激励模块 CIoU loss
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STUDY ON WETLAND LOSS AND ITS REASONS IN CHINA 被引量:6
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作者 HE Yan 1 ,ZHANG Ming-xiang 2,3 (1.The Chinese Academy of Sciences,B eijing 100864,P.R.China 2.Changchun Institute of Geography,the Chinese Academy of Sciences,Changchun 130021,P.R.China 3.Wetland Resources Monitoring Center,State Forestry Admi 《Chinese Geographical Science》 SCIE CSCD 2001年第3期50-54,共5页
Wetlands are ecosystems with many f unctions.But the general public and government lack a comprehen-sive understanding of the importance of wetland benefits,thus making bl indly exploitation,wetland resour ces decreas... Wetlands are ecosystems with many f unctions.But the general public and government lack a comprehen-sive understanding of the importance of wetland benefits,thus making bl indly exploitation,wetland resour ces decreasing and losing biodiversity.So wetlands in China,as in most countries,have suffered heavily from the pressure o f develop-ment and have confronted with the thr eats of loss.The paper takes Sanjian g Plain marshes,lakes in the middle r eaches of the Changjiang(Yangtze)River,coastal wetlands and mangroves as cases to study wetland loss in China,and puts forward main existing reasons of wetland loss,such as blindly reclamati on and exploitation of wetland resou rces,over-exploitation of bio-resource s in wetland,etc.More recently,there has been a growing recognition of t he benefits of wetlands and a wide range of legal and regulatory initiatives have been undertaken which are designed to impro ve wetland management and conservation.On the basis of the above analysis,the paper brings forward some suggestions on wetland conservation. 展开更多
关键词 WETLAND REsOURCE WETLAND loss loss REAsON China’s WETLAND
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基于熵产理论的水泵水轮机反S区水力损失机理分析 被引量:6
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作者 阚阚 杨皓程 +2 位作者 郑源 段慧玲 陈会向 《水利学报》 EI CSCD 北大核心 2023年第3期323-332,共10页
水泵水轮机在水轮机工况运行时易进入反S不稳定区,影响机组的安全稳定运行。传统压差法在计算水力损失时不能获得损失的具体分布和详细来源,因此水泵水轮机在反S区水力损失机理仍有待深入研究。本文采用雷诺时均方法对某原型抽蓄电站水... 水泵水轮机在水轮机工况运行时易进入反S不稳定区,影响机组的安全稳定运行。传统压差法在计算水力损失时不能获得损失的具体分布和详细来源,因此水泵水轮机在反S区水力损失机理仍有待深入研究。本文采用雷诺时均方法对某原型抽蓄电站水泵水轮机在活动导叶开度分别为12°和35°下的反S区运行工况进行了数值模拟,基于熵产理论对各个过流部件和不同类型的水力损失进行了定量分析,并结合流场分布情况进一步明确了水力损失的分布特点和产生原因。结果表明,水泵水轮机进入反S区会引起导叶段水力损失占总水力损失的比例逐渐增大,而转轮段水力损失逐渐减小。在不同类型的能量损失中,湍流熵产占据主导,壁面熵产次之,直接熵产最小。随着水泵水轮机进入深度反S区,转轮区湍流熵产损失较大区域从转轮进口的叶片压力面转移到转轮出口叶片吸力面。水泵水轮机位于反S区时,转轮对水流做功输入能量,使无叶区总压大幅上升,活动导叶开度增大会显著增大无叶区水流能量幅值。 展开更多
关键词 水泵水轮机 数值模拟 熵产理论 s 水力损失
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Telomere erosion is independent of microsatellite instability but related to loss of heterozygosity in gastric cancer 被引量:35
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作者 Dian-Chun Fang Shi-Ming Yang Xiao-Dong Zhou Dong-Xu Wang Yuan-Hui Luo Department of Gastroenterology,Southwest Hospital,Third Military Medical University,Chongqing 400038,China 《World Journal of Gastroenterology》 SCIE CAS CSCD 2001年第4期522-526,共5页
AIM: To correlate the length of the telomere to microsatellite instability (MSI) and loss of heterozygosity (LOH) of APC, MCC and DCC genes in gastric carcinomas. METHODS: Telomeric restriction fragment (TRF) length o... AIM: To correlate the length of the telomere to microsatellite instability (MSI) and loss of heterozygosity (LOH) of APC, MCC and DCC genes in gastric carcinomas. METHODS: Telomeric restriction fragment (TRF) length of gastric cancer was measured with Southern blot. LOH of APC, MCC and DCC genes, microsatellite instability (MSI) and frameshift mutation of hMSH6, TGF-betaRII and BAX genes were analyzed by PCR-based methods. RESULTS: Sixty-eight cases of sporadic gastric carcinoma were studied for MSI using five microsatellite markers. MSI in at least one locus was detected in 17 (25%) of 68 tumors analyzed. Frameshift mutations of hMSH6, TGF-betaRII and BAX were detected in 2,6 and 3 of gastric carcinomas respectively showing high MSI (】 or = 2 loci, n = 8), but none was found in those showing low MSI (only one locus, n = 9) or MSS (tumor lacking MSI or stable, n = 51). Thirty-five cases, including all high MSI and low MSI, were studied for TRF. The mean TRF length was not correlated with clinicopathological parameters. No association was observed between TRF length and MSI or frameshift mutation. On the contrary, LOH at the DCC locus was related to telomere shortening (P【0.01). This tendency was also observed in APC and MCC genes, although there was no statistical significance. CONCLUSION: The development of gastric cancer can arise through two different genetic pathways. In high MSI gastric cancers, defective mismatch repair allows mutations to accumulate and generate the high MSI phenotype. In gastric cancers showing either low MSI or MSS, multiple deletions may represent the LOH pathway. Telomere erosion is independent of high MSI phenotype but related to the LOH pathway in gastric cancer. 展开更多
关键词 ADULT Aged DNA Neoplasm Female Frameshift Mutation Humans loss of Heterozygosity Male Microsatellite Repeats Middle Aged Research support Non-U.s. Gov't stomach Neoplasms TELOMERE
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Impacts of different methylprednisolone administration routes in patients with sudden hearing loss or Meniere’s disease 被引量:4
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作者 Dan Chen Zhipeng Li +5 位作者 Qilin Zhou Yubin Chen Luoying Yang Jingqian Tan Xiangli Zeng Peng Li 《Journal of Otology》 CSCD 2020年第4期149-154,共6页
Background:Evidence suggests that glucocorticoids are important in the treatment of sudden hearing loss(SHL)and Meniere’s disease(MD).However,different glucocorticoid administration methods may have a significant imp... Background:Evidence suggests that glucocorticoids are important in the treatment of sudden hearing loss(SHL)and Meniere’s disease(MD).However,different glucocorticoid administration methods may have a significant impact on treatment outcomes.Objective:This study aimed to investigate effects of different glucocorticoid administration methods on sudden hearing loss and Meniere’s disease.Methods:In this study,glucocorticoids were administered orally in 18 patients,by retroauricular injection in 15 patients and by intratympanic injection in 15 patients.White blood cell(WBC)count,serum Kt,fasting plasma glucose(FPG),body temperature,heart rate and blood pressure were used to evaluate effects of glucocorticoids on patients with hearing loss.Visual analog scale(VAS)of pain and sleep disorders were also surveyed,and pure tone audiometry(PTA)results were compared among groups to evaluate efficacy of different glucocorticoids administration methods.Result:WBC count,heart rate and blood pressure were higher in patients taking oral glucocorticoids,while body temperature,serum Kt and FPG levels did not change in all three groups.However,patients who received intratympanic injection of glucocorticoids experienced more pain,while those taking oral glucocorticoids reported more sleep impairment.Treatment efficacy on hearing loss was not significantly different among the three groups.Conclusion:These findings suggest that systemic glucocorticoid administration can result in greater whole body responses than local administration,but with similar hearing treatment efficacy. 展开更多
关键词 sudden hearing loss Meniere’s disease GLUCOCORTICOIDs Administration method Overall response
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一种基于YOLOv5s的红外图像目标检测改进算法 被引量:1
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作者 李晓佩 张寅宝 +1 位作者 李严培 姚芸星 《激光与红外》 CAS CSCD 北大核心 2023年第7期1043-1051,共9页
受热红外成像方式限制,交通场景下红外图像存在对比度低、目标尺度和姿态的多样性以及目标之间的相互遮挡问题,从而造成检测精度下降,部分目标出现漏检、误检的情况。本文在YOLOv5s的基础上提出一种改进算法:在数据处理方面,使用AHE算... 受热红外成像方式限制,交通场景下红外图像存在对比度低、目标尺度和姿态的多样性以及目标之间的相互遮挡问题,从而造成检测精度下降,部分目标出现漏检、误检的情况。本文在YOLOv5s的基础上提出一种改进算法:在数据处理方面,使用AHE算法对训练集图像进行部分数据增强;在模型改进方面,通过引入跨域迁移学习策略、插入通道注意力机制SENet、改进损失函数GIoU为α-CIoU对YOLOv5s进行改进。并通过消融实验的方式,在自制数据集上对夜间道路环境下的电动自行车驾驶行为进行检测。实验结果表明,改进后的算法对单人驾驶电动自行车行为检测的平均精度达到了95.9%,比YOLOv5s的检测精度提高了3.1%;对载人驾驶电动自行车行为检测的平均精度达到了88.4%,比YOLOv5s的检测精度提高了9.5%;总类别检测的平均精度达到了92.2%,比YOLOv5s的检测精度提高了6.4%,有效降低了红外目标漏检、误检的概率。 展开更多
关键词 YOLOv5s 红外目标检测 跨域迁移学习 sENet α-CIoU loss
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Food Losses and Food Waste in the Context of Sustainable Development of the Food Sector 被引量:1
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作者 Beata Bilska Maigorzata Wrzosek +1 位作者 Danuta Kotozyn-Krajewska Karol Krajewski 《Chinese Business Review》 2015年第9期452-462,共11页
Globally, about one third of all food produced is wasted every year. Losses take place along the entire food chain and they need to be analyzed and monitored due to their impact on the development of the food sector. ... Globally, about one third of all food produced is wasted every year. Losses take place along the entire food chain and they need to be analyzed and monitored due to their impact on the development of the food sector. In addition to quantitative losses, irrational use of food contributes to the depletion of natural resources (water and energy) and poses a threat to the environment, constituting a barrier to sustainable development of the food sector. The aim of this study was to establish the causes and effects of food waste throughout the food supply chain and to propose mitigation measures. Identified causes of food waste can be divided into two groups. The first are those that lead to the fact that food cannot be consumed (e.g., inadequate conditions of agricultural production and interruption of the cold chain). In the second, those that cause food cannot be sold (e.g., wrong label and wrong product weight). Most of the identified causes of food waste can be avoided (e.g., by improving the conditions of production, storage, and transportation). However, it is not possible to eliminate all potential errors leading to food waste. It is therefore necessary to consider what action to take to use food as intended. One way to reduce losses and food waste can be re-distributing to charity. 展开更多
关键词 food losses and food waste causes of food losses and food waste potential ways of reducing the wasteof food sustainable development
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