期刊文献+
共找到3,293篇文章
< 1 2 165 >
每页显示 20 50 100
Influence of the Multi-segment Micro-crack and Groups of Kinked Micro-cracks on the Plastic Behavior of a Macro-crack
1
作者 Hongda Yang Jiding Zhang +1 位作者 Wentao Ma Xiaoyu Jiang 《Acta Mechanica Solida Sinica》 2025年第6期970-979,共10页
Combining the continuously distributed dislocation technique(DDT)and the von Mises yield criterion,new double-crack and multi-crack models were established.The influences of multi-segment kinked micro-cracks and group... Combining the continuously distributed dislocation technique(DDT)and the von Mises yield criterion,new double-crack and multi-crack models were established.The influences of multi-segment kinked micro-cracks and groups of kinked micro-cracks on the plastic behavior of the macro-crack were investigated.The results show that a smaller kinking angle of the micro-crack enhances its influence on the plastic deformation of the macro-crack,potentially leading to plastic zone fusion.Meanwhile,micro-cracks with smaller kinking angles exert a stronger attracting force on macro-crack growth,facilitating convergence between them.Furthermore,annularly distributed micro-crack groups demonstrate a more pronounced attraction on macro-crack propagation compared to linearly distributed micro-crack groups.The double-crack and multi-crack models established in this paper offer a theoretical framework for analyzing the plastic fracture behavior of metallic materials containing complex kinked cracks. 展开更多
关键词 Distributed dislocation technique multi-segment micro-crack Groups of kinked micro-cracks Plastic zone
原文传递
Three-dimensional numerical analysis on combustion performance and flow of hybrid rocket motor with multi-segmented grain 被引量:6
2
作者 Hui TIAN Yu DUAN Hao ZHU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2020年第4期1181-1191,共11页
This paper presents the combustion characteristics in hybrid rocket motors with multisegmented grain through three-dimensional numerical simulations.Multi-segmented grain is composed of several thin grains with two or... This paper presents the combustion characteristics in hybrid rocket motors with multisegmented grain through three-dimensional numerical simulations.Multi-segmented grain is composed of several thin grains with two or more ports.The numerical model consists of Navier-Stokes equations with turbulence,solid fuel pyrolysis,chemical reactions,a fluid–solid coupling model and a regression rate model.The simulations adopt 90%Hydrogen Peroxide(HP)and PolyEthylene(PE)as the propellant combination.The effects of the rotation,port number,fuel grain segment number and mid-chamber length on the flow field and combustion performances are analyzed.The results indicate that the multi-segmented grain configuration can strengthen the flow field,and the regression rate and combustion efficiency are enhanced.Take the cases with two grain segments and three ports for example,the regression rate is increased by 32.4%-45.1%and the combustion efficiency increases by 6%-8.6%in different rotation angles. 展开更多
关键词 Combustion efficiency Hybrid rocket motor multi-segmented grain Regression rate Rotation angle
原文传递
Multi-segment and Multi-ply Overlapping Process of Multi Coupled Activities Based on Valid Information Evolution 被引量:1
3
作者 WANG Zhiliang WANG Yunxia QIU Shenghai 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第1期176-188,共13页
Complex product development will inevitably face the design planning of the multi-coupled activities, and overlapping these activities could potentially reduce product development time, but there is a risk of the addi... Complex product development will inevitably face the design planning of the multi-coupled activities, and overlapping these activities could potentially reduce product development time, but there is a risk of the additional cost. Although the downstream task information dependence to the upstream task is already considered in the current researches, but the design process overall iteration caused by the information interdependence between activities is hardly discussed; especially the impact on the design process' overall iteration from the valid information accumulation process. Secondly, most studies only focus on the single overlapping process of two activities, rarely take multi-segment and multi-ply overlapping process of multi coupled activities into account; especially the inherent link between product development time and cost which originates from the overlapping process of multi coupled activities. For the purpose of solving the above problems, as to the insufficiency of the accumulated valid information in overlapping process, the function of the valid information evolution (VIE) degree is constructed. Stochastic process theory is used to describe the design information exchange and the valid information accumulation in the overlapping segment, and then the planning models of the single overlapping segment are built. On these bases, by analyzing overlapping processes and overlapping features of multi-coupling activities, multi-segment and multi-ply overlapping planning models are built; by sorting overlapping processes and analyzing the construction of these planning models, two conclusions are obtained: (1) As to multi-segment and multi-ply overlapping of multi coupled activities, the total decrement of the task set development time is the sum of the time decrement caused by basic overlapping segments, and minus the sum of the time increment caused by multiple overlapping segments; (2) the total increment of development cost is the sum of the cost increment caused by all overlapping process. And then, based on overlapping degree analysis of these planning models, by the V1E degree function, the four lemmas theory proofs are represented, and two propositions are finally proved: (1) The multi-ply overlapping of the multi coupled activities will weaken the basic overlapping effect on the development cycle time reduction (2) Overlapping the multi coupled activities will decrease product development cycle, but increase product development cost. And there is trade-off between development time and cost. And so, two methods are given to slacken and eliminate multi-ply overlapping effects. At last, an example about a vehicle upper subsystem design illustrates the application of the proposed models; compared with a sequential execution pattern, the decreasing of development cycle (22%) and the increasing of development cost (3%) show the validity of the method in the example The proposed research not only lays a theoretical foundation for correctly planning complex product development process, but also provides specific and effective operation methods for overlapping multi coupled activities. 展开更多
关键词 multi coupled activities valid information evolution multi-segment multi-ply overlapping development time and cost trade-ofl iteration
在线阅读 下载PDF
Enhancement of thermal rectification by asymmetry engineering of thermal conductivity and geometric structure for multi-segment thermal rectifier 被引量:1
4
作者 杜甫烨 张望 +1 位作者 王惠琼 郑金成 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第6期34-43,共10页
Thermal rectification is an exotic thermal transport phenomenon,an analog to electrical rectification,in which heat flux along one direction is larger than that in the other direction and is of significant interest in... Thermal rectification is an exotic thermal transport phenomenon,an analog to electrical rectification,in which heat flux along one direction is larger than that in the other direction and is of significant interest in electronic device applications.However,achieving high thermal rectification efficiency or rectification ratio is still a scientific challenge.In this work,we performed a systematic simulation of thermal rectification by considering both efforts of thermal conductivity asymmetry and geometrical asymmetry in a multi-segment thermal rectifier.It is found that the high asymmetry of thermal conductivity and the asymmetry of the geometric structure of multi-segment thermal rectifiers can significantly enhance the thermal rectification,and the combination of both thermal conductivity asymmetry and geometrical asymmetry can further improve thermal rectification efficiency.This work suggests a possible way for improving thermal rectification devices by asymmetry engineering. 展开更多
关键词 thermal conductivity SIMULATION thermal rectification multi-segment thermal rectifier
原文传递
DDoS Defense Algorithm Based on Multi-Segment Timeout Technology 被引量:1
5
作者 DU Ruizhong YANG Xiaohui MA Xiaoxue HE Xinfeng 《Wuhan University Journal of Natural Sciences》 CAS 2006年第6期1823-1826,共4页
Through the analysis to the DDoS(distributed denial of service) attack, it will conclude that at different time segments, the arrive rate of normal SYN (Synchronization) package are similar, while the abnormal pac... Through the analysis to the DDoS(distributed denial of service) attack, it will conclude that at different time segments, the arrive rate of normal SYN (Synchronization) package are similar, while the abnormal packages are different with the normal ones. Toward this situation a DDoS defense algorithm based on multi-segment timeout technology is presented, more than one timeout segment are set to control the net flow. Experiment results show that in the case of little flow, multi-segment timeout has the ability dynamic defense, so the system performance is improved and the system has high response rate. 展开更多
关键词 DDoS(distributed denial of service) multi-segments timeout dynamic defense net flow analysis
在线阅读 下载PDF
A two-parameter multiple shooting method and its application to the natural vibrations of non-prismatic multi-segment beams
6
作者 R.HOŁUBOWSKI K.JARCZEWSKA 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2023年第12期2243-2252,共10页
This paper presents an enhanced version of the standard shooting method that enables problems with two unknown parameters to be solved.A novel approach is applied to the analysis of the natural vibrations of Euler-Ber... This paper presents an enhanced version of the standard shooting method that enables problems with two unknown parameters to be solved.A novel approach is applied to the analysis of the natural vibrations of Euler-Bernoulli beams.The proposed algorithm,named as two-parameter multiple shooting method,is a new powerful numerical tool for calculating the natural frequencies and modes of multi-segment prismatic and non-prismatic beams with different boundary conditions.The impact of the axial force and additional point masses is also taken into account.Due to the fact that the method is based directly on the fourth-order ordinary differential equation,the structures do not have to be divided into many small elements to obtain an accurate enough solution,even though the geometry is very complex.To verify the proposed method,three different examples are considered,i.e.,a three-segment non-prismatic beam,a prismatic column subject to non-uniformly distributed compressive loads,and a two-segment beam with an additional point mass.Numerical analyses are carried out with the software MATHEMATICA.The results are compared with the solutions computed by the commercial finite element program SOFiSTiK.Good agreement is achieved,which confirms the correctness and high effectiveness of the formulated algorithm. 展开更多
关键词 two-parameter multiple shooting method two-point boundary value problem natural vibration non-prismatic beam multi-segment beam
在线阅读 下载PDF
High-power and high optical conversion efficiency diode-end-pumped laser with multi-segmented Nd:YAG/Nd:YVO-4
7
作者 Meng-Yao Wu Peng-Fei Qu +3 位作者 Shi-Yu Wang SEl Zhen Guo De-Fang Cai Bing-Bin Li 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第9期306-310,共5页
A novel flat-flat resonator consisting of two crystals(Nd:YAG + Nd:YVO4) is established for power scaling in a diode-end-pumped solid-state laser. We systematically compare laser characteristics between multi-seg... A novel flat-flat resonator consisting of two crystals(Nd:YAG + Nd:YVO4) is established for power scaling in a diode-end-pumped solid-state laser. We systematically compare laser characteristics between multi-segmented(Nd:YAG + Nd:YVO4) and conventional composite(Nd:YAG + Nd:YAG) crystals to demonstrate the feasibility of spectral line matching for output power scale-up in end-pumped lasers. A maximum continuous-wave output power of 79.2 W is reported at 1064 nm, with Mx2= 4.82, My2= 5.48, and a pumping power of 136 W in the multi-segmented crystals(Nd:YAG + Nd:YVO4). Compared to conventional composite crystals(Nd:YAG + Nd:YAG), the optical-optical conversion efficiency of multi-segmented crystals(Nd:YAG + Nd:YVO4) from 808 nm to 1064 nm is enhanced from 30% to 58.8%,while the laser output sensitivity as affected by the diode-laser temperature is reduced from 55% to 9%. 展开更多
关键词 diode-pumped solid-state laser multi-segmented crystals(Nd:YAG Nd:YVO4) spectral line matching diode-laser temperature
原文传递
Multi-segmented nanowires for vortex magnetic domain wall racetrack memory
8
作者 M Al Bahri M Al Hinaai T Al Harthy 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第12期582-588,共7页
A vortex domain wall's(VW) magnetic racetrack memory's high performance depends on VW structural stability,high speed, low power consumption and high storage density. In this study, these critical parameters w... A vortex domain wall's(VW) magnetic racetrack memory's high performance depends on VW structural stability,high speed, low power consumption and high storage density. In this study, these critical parameters were investigated in magnetic multi-segmented nanowires using micromagnetic simulation. Thus, an offset magnetic nanowire with a junction at the center was proposed for this purpose. This junction was implemented by shifting one portion of the magnetic nanowire horizontally in the x-direction(l) and vertically(d) in the y-direction. The VW structure became stable by manipulating magnetic properties, such as magnetic saturation(M_(4)) and magnetic anisotropy energy(K_(u)). In this case, increasing the values of M_(4) ≥ 800 kA/m keeps the VW structure stable during its dynamics and pinning and depinning in offset nanowires,which contributes to maintenance of the storage memory's lifetime for a longer period. It was also found that the VW moved with a speed of 500 m/s, which is desirable for VW racetrack memory devices. Moreover, it was revealed that the VW velocity could be controlled by adjusting the offset area dimensions(l and d), which helps to drive the VW by using low current densities and reducing the thermal-magnetic spin fluctuations. Further, the depinning current density of the VW(J_(d)) over the offset area increases as d increases and l decreases. In addition, magnetic properties, such as the M_(4) and K_(u),can affect the depinning process of the VW through the offset area. For high storage density, magnetic nanowires(multisegmented) with four junctions were designed. In total, six states were found with high VW stability, which means three bits per cell. Herein, we observed that the depinning current density(J_(d)) for moving the VW from one state to another was highly influenced by the offset area geometry(l and d) and the material's magnetic properties, such as the M_(4) and K_(u). 展开更多
关键词 micromagnetic simulation vortex domain wall racetrack memory multi-segmented magnetic nanowire spin transfer torque
原文传递
Double tractors swing microendoscopic discectomy technique for multi-segmental lumbar disc herniation
9
作者 张春霖 《外科研究与新技术》 2011年第2期104-104,共1页
Objective To evaluate the effect of double tractors swing microendoscopic discectomy technique in multisegmental lumbar disc herniation.Methods From December 2006 to November 2009,153 patients with multisegmental lumb... Objective To evaluate the effect of double tractors swing microendoscopic discectomy technique in multisegmental lumbar disc herniation.Methods From December 2006 to November 2009,153 patients with multisegmental lumbar disc herniation 展开更多
关键词 Double tractors swing microendoscopic discectomy technique for multi-segmental lumbar disc herniation
暂未订购
Optimizing the cleanliness in multi-segment disk amplifiers based on vector flow schemes 被引量:1
10
作者 Zhiyuan Ren Jianqiang Zhu +1 位作者 Zhigang Liu Xiaowei Yang 《High Power Laser Science and Engineering》 SCIE CAS CSCD 2018年第1期1-6,共6页
The objective of maintaining the cleanliness of the multi-segment disk amplifier in Shenguang-II(SG-II) is to reduce laser-induced damage for optics. The flow field of clean gas, which is used for the transportation o... The objective of maintaining the cleanliness of the multi-segment disk amplifier in Shenguang-II(SG-II) is to reduce laser-induced damage for optics. The flow field of clean gas, which is used for the transportation of contaminant particles,is a key factor affecting the cleanliness level in the multi-segment disk amplifier. We developed a gas–solid coupling and three-dimensional flow numerical simulation model. The three-dimensional and two-phase flow model is verified by the flow-field smog experiment and the particle concentration measurement experiment with the 130-disk amplifier in SG-II. By optimizing the boundary conditions with the same flow rate, the multi-inlet vector flow scheme can not only effectively reduce the purging time, but also prevent the reverse diffusion of contaminant particles in the multi-segment disk amplifier and the deposition of contaminant particles on the surface of the Nd:glass. 展开更多
关键词 CLEANLINESS computational fluid dynamics flow field multi-segment disk amplifier vector flow
原文传递
Multi-segment linear gradient optimization strategy based on resolution map in HPLC
11
作者 Andreas Seidel-Morgenstern 《Science China Chemistry》 SCIE EI CAS 2006年第4期315-325,共11页
Based on the mechanism of chromatographic retention (the relationship between the retention of solute and the mobile phase conditions) and method of resolution map, several methods of optimizing multi-segment linear g... Based on the mechanism of chromatographic retention (the relationship between the retention of solute and the mobile phase conditions) and method of resolution map, several methods of optimizing multi-segment linear gradient elution conditions were proposed according to the different separation requirements of various samples. These methods were verified using literature data. Moreover, the advantages and disadvantages of these methods were compared. It was proved that the third method is a fast optimization method which is capable of separating all the components with relatively high resolution. 展开更多
关键词 optimization multi-segment LINEAR gradient RESOLUTION map LIQUID chromatography.
原文传递
A 14-bit wide temperature range differential SAR ADC with an on-chip multi-segment BGR
12
作者 乔宁 高见头 +3 位作者 赵凯 杨波 刘忠立 于芳 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2011年第8期80-86,共7页
A 14-bit low power self-timed differential successive approximation(SAR) ADC with an on-chip multisegment bandgap reference(BGR) is described.An on-chip multi-segment BGR,which has a temperature coefficient of 1.3... A 14-bit low power self-timed differential successive approximation(SAR) ADC with an on-chip multisegment bandgap reference(BGR) is described.An on-chip multi-segment BGR,which has a temperature coefficient of 1.3 ppm/℃and a thermal drift of about 100μV over the temperature range of -40 to 120℃is implemented to provide a high precision reference voltage for the SAR ADC.The Gray code form is utilized instead of binary form mode control to reduce substrate noise and enhance the linearity of the whole system.Self-timed bit-cycling is adopted to enhance the time efficiency.The 14-bit ADC was fabricated in a TSMC 0.13μm CMOS process. With the on-chip BGR,the SAR ADC achieves an SNDR of 81.2 dB(13.2 ENOB) and an SFDR of 85.2 dB with a conversion rate of 2 MS/s at room temperature and can keep an ENOB of more than 12 bits at a conversion rate of 2 MS/s over the temperature range from -40 to 120℃. 展开更多
关键词 differential successive approximation ADC self-timed bit-cycling gray code on-chip multi-segment BGR
原文传递
道路场景下基于多尺度特征融合的语义分割网络
13
作者 徐晓苏 李东蒲 孟焱迪 《中国惯性技术学报》 北大核心 2026年第1期44-51,共8页
针对道路场景下高效图像语义分割的需求,提出一种基于Transformer的多尺度特征融合网络,旨在解决传统卷积神经网络难以有效捕捉图像的长程依赖关系及早期Transformer架构计算冗余且局部感知受限的问题。在编码阶段,采用基于MiT-B1的混合... 针对道路场景下高效图像语义分割的需求,提出一种基于Transformer的多尺度特征融合网络,旨在解决传统卷积神经网络难以有效捕捉图像的长程依赖关系及早期Transformer架构计算冗余且局部感知受限的问题。在编码阶段,采用基于MiT-B1的混合Transformer骨干网络,通过重叠图像块嵌入技术,保持特征的空间连续性,并结合高效自注意力机制降低计算开销。在解码阶段,设计了多尺度特征融合方案,利用通道空间注意力机制增强模型对关键目标的上下文捕捉能力;同时,提出一种轻量级改进残差卷积单元(RCU)提升多尺度特征的转换效率,有效弥补了跨层特征的语义差异。实验结果表明,在保持15.61 M轻量化参数规模的同时,所提算法在Cityscapes、ADE20K和COCO-Stuff数据集上的MIoU精度指标较基准模型分别提升了1.03%、1.36%和2.19%。此外,真实道路场景下的样机实验进一步证明,所提算法能够提供高精度的语义分割结果,满足自动驾驶系统的应用需求。 展开更多
关键词 语义分割 多尺度特征融合 残差卷积单元 混合Transformer编码器
在线阅读 下载PDF
基于动态点实时滤除与回环优化的SLAM方法
14
作者 张硕 李季轩 +1 位作者 宿玉康 吴雨洋 《北京理工大学学报》 北大核心 2026年第1期47-60,共14页
针对同步定位与实时建图(SLAM)领域中动态干扰引起地图失真及定位漂移工况下回环失效的问题,提出一种融合动态点实时滤除与回环优化的SLAM方法.基于现有多传感器融合SLAM框架,设计点云预处理并优化回环检测.采用栅格特征分析实现地面分... 针对同步定位与实时建图(SLAM)领域中动态干扰引起地图失真及定位漂移工况下回环失效的问题,提出一种融合动态点实时滤除与回环优化的SLAM方法.基于现有多传感器融合SLAM框架,设计点云预处理并优化回环检测.采用栅格特征分析实现地面分割,并结合栅格占有率统计滤除动态点,抑制运动干扰以优化SLAM建图结果.以二进制三角形描述符匹配检索替代半径搜索法,通过几何特征匹配实现回环初判并生成粗匹配位姿;将该位姿作为迭代最近点算法初始值,更鲁棒地加速点云配准以优化SLAM定位结果.实验表明,该方法在动态场景中能快速实时消除地图动态干扰,降低回环耗时,提升SLAM系统定位鲁棒性与建图可靠性. 展开更多
关键词 多传感器融合SLAM 地面分割 动态点滤除 二进制三角形描述符 回环检测
在线阅读 下载PDF
YOLOv10-MTP:基于YOLOv10的自动驾驶多任务感知系统
15
作者 金彦亮 孙龙武 《工业控制计算机》 2026年第2期68-69,72,共3页
自动驾驶系统的核心在于高效、准确地感知环境。现有的多任务感知框架在目标检测、车道线检测和可行驶区域分割等任务中虽然取得了很好的性能指标,但在实时性和复杂场景理解方面仍存在局限。为此,提出了一种新型多任务感知模型——YOLOv... 自动驾驶系统的核心在于高效、准确地感知环境。现有的多任务感知框架在目标检测、车道线检测和可行驶区域分割等任务中虽然取得了很好的性能指标,但在实时性和复杂场景理解方面仍存在局限。为此,提出了一种新型多任务感知模型——YOLOv10-MTP(YOLOv10 Multi-Task Perception)。该模型基于YOLOv10骨干网络,并进一步引入稀疏自注意力模块(Sparse Self-attention,SSA),有效提升了实时性。YOLOv10-MTP还引入了图像字幕任务,进一步预训练YOLOv10,以增强其对复杂驾驶场景的理解能力,从而提升下游任务(目标检测、车道线检测和可行驶区域分割)的性能。实验结果表明,在BDD100K数据集上,YOLOv10-MTP在嵌入式设备上实现了40 fps的实时推理,且在各项任务中均取得了优异表现,Recall和mAP50得分显著提升,展示了模型在复杂场景下的理解能力和有效性。 展开更多
关键词 自动驾驶 多任务感知 目标检测 实例分割 图像字幕
在线阅读 下载PDF
基于面向对象法与U-Net模型的广东省云浮市云城区耕地后备资源遥感提取
16
作者 于洋 李哲凡 +3 位作者 谢淑娟 刘振华 欧佳铭 司佳禾 《华南农业大学学报》 北大核心 2026年第1期42-51,共10页
【目的】提升耕地后备资源信息提取的效率与精度,满足现代农业发展对土地资源动态监测的需求。【方法】以广东省云浮市云城区为研究区域,提出一种融合面向对象规则构建与深度学习的耕地后备资源信息提取方法。利用高分6号高分辨率卫星... 【目的】提升耕地后备资源信息提取的效率与精度,满足现代农业发展对土地资源动态监测的需求。【方法】以广东省云浮市云城区为研究区域,提出一种融合面向对象规则构建与深度学习的耕地后备资源信息提取方法。利用高分6号高分辨率卫星影像开展多尺度图像分割,结合逐步剔除法构建地类识别规则,提取典型地类样本。随后,基于规则样本构建U-Net深度学习模型的训练标签数据集,完成耕地后备资源提取与分类。【结果】针对云城区的最佳分割尺度为300,在该尺度下,同类地物可以被有效分割,草地与裸地边界划分清晰。本研究方法在研究区的总体精确率达87.3%,平均交并比和F1分数分别达到75.4%和86.7%,能够实现复杂地物边界的精准提取。基于改进U-Net的深度学习方法能够有效减少误分类现象,特别是在边界模糊区域和混合像元区域,相较于传统面向对象方法,精确率提高了约5个百分点。【结论】本研究构建的遥感智能提取方法兼具高精度与时效性,能够为地方土地利用规划、耕地资源管理及生态保护提供有力支撑,具有良好的推广应用前景。 展开更多
关键词 遥感 耕地后备资源 面向对象 多尺度分割 规则集 深度学习
在线阅读 下载PDF
聚焦边界和多尺度特征融合的脑卒中病灶分割
17
作者 刘晨红 李凤莲 +2 位作者 阳佳 王夙喆 陈桂军 《计算机科学》 北大核心 2026年第2期264-272,共9页
借助计算机辅助诊断技术定位脑卒中发病区域,有助于提升临床医生的诊断与治疗效率。目前,医学图像里脑卒中病变与健康组织边界常不清晰,而现有多数基于深度学习的分割方法在识别小尺寸病变及处理模糊边界方面存在不足。为此,提出了一种... 借助计算机辅助诊断技术定位脑卒中发病区域,有助于提升临床医生的诊断与治疗效率。目前,医学图像里脑卒中病变与健康组织边界常不清晰,而现有多数基于深度学习的分割方法在识别小尺寸病变及处理模糊边界方面存在不足。为此,提出了一种创新的边界感知多尺度特征集成网络(Boundary-Aware Multi-Scale Feature Integration Network,BAMFNet),用于更准确地进行脑卒中病灶分割。BAMFNet中设计了多尺度特征提取模块,该模块利用卷积神经网络和Transformer的混合架构来捕获局部和全局多尺度特征,通过内卷积机制有效减少冗余信息。此外,提出了边界增强和融合模块,其在特征融合过程中有效增强了边界区域的特征。融合模块集成了多层次的信息交互机制,增强了边界特征表示,实现了深层特征和浅层特征的有效结合。在ATLAS v1.2,ATLAS v2.0和ISLES 2022卒中数据集上的实验证明,BAMFNet的骰子相似系数分别达到了62.93%,61.79%和86.66%,优于对比方法。 展开更多
关键词 深度学习 病灶分割 多尺度特征融合 边界增强 TRANSFORMER
在线阅读 下载PDF
基于多尺度与空间频率特征的嗜铬细胞瘤图像分割网络
18
作者 麦超云 张洪燚 +2 位作者 秦传波 曾军英 王栋 《计算机应用》 北大核心 2026年第1期280-288,共9页
针对腹部部分注释数据集的嗜铬细胞瘤图像分割缺乏不同器官间的特征学习,导致分割中难以准确区分肿瘤及周边器官边缘的问题,提出一种基于多尺度与空间频率特征的嗜铬细胞瘤图像分割网络(MF-Net)。首先,构建多尺度空间频率通道注意力模块... 针对腹部部分注释数据集的嗜铬细胞瘤图像分割缺乏不同器官间的特征学习,导致分割中难以准确区分肿瘤及周边器官边缘的问题,提出一种基于多尺度与空间频率特征的嗜铬细胞瘤图像分割网络(MF-Net)。首先,构建多尺度空间频率通道注意力模块(MSFCA)对图像频域信息和相邻编码器的多尺度特征图进行加权融合,以强化器官间纹理和边界特征的捕捉,从而突出肿瘤区域的特征表示能力;其次,引入上采样多尺度特征融合模块(UMFF)通过结合上采样得到的不同尺度特征图,增强模型对图像中不同大小对象的识别能力;最后,利用自适应目标损失函数(AOb)对有注释腹部器官标签进行损失计算,并根据注释器官类别调整损失权重大小,从而优化分割网络的学习过程。实验结果表明,在腹部器官和嗜铬细胞瘤数据集上,MF-Net的分割准确率相较于单独训练的nnU-Net(no new U-Net)分别提升了3.33和3.18个百分点,而Dice系数(Dice)和归一化表面距离(NSD)分别为89.07%和92.85%;在域外数据集上,MF-Net的Dice和NSD分别为84.66%和90.55%。此外,可视化结果表明,MF-Net能更好地处理嗜铬细胞瘤图像中的复杂背景和模糊边界,为嗜铬细胞瘤的精确诊断和治疗提供了更好的技术支持。 展开更多
关键词 腹部器官分割 多尺度特征 空间频率 部分注释数据集 嗜铬细胞瘤医学图像
在线阅读 下载PDF
页岩储层限流射孔高效起裂机理
19
作者 朱柏宇 王大江 +3 位作者 李奎东 肖佳林 朱志芳 张凡 《断块油气田》 北大核心 2026年第1期170-176,共7页
水平井分段多簇压裂是目前非常规储层开发的有效手段,但往往面临着非均衡起裂扩展的问题。限流射孔通过限制段内射孔数,进而提高射孔摩阻,已经被光纤监测、示踪剂监测等手段验证能够提高多簇裂缝起裂均衡程度。然而,限流射孔裂缝几何形... 水平井分段多簇压裂是目前非常规储层开发的有效手段,但往往面临着非均衡起裂扩展的问题。限流射孔通过限制段内射孔数,进而提高射孔摩阻,已经被光纤监测、示踪剂监测等手段验证能够提高多簇裂缝起裂均衡程度。然而,限流射孔裂缝几何形态与控制因素仍不明确。以涪陵气田JY-A为例,采用三维离散格子法对射孔簇尺度三维水力裂缝起裂行为、规律及模式进行了研究,并进一步分析了裂缝起裂的影响因素。结果显示:1)不同孔眼水力裂缝扩展的呼吸效应与光纤监测结果一致;2)由于射孔簇多点起裂,存在单孔多缝模式;3)射孔数为3~4时水力裂缝起裂较为均衡,180°水平射孔起裂最为均匀。在该结果基础上摒弃传统“分段分簇”射孔模式,提出“全段均衡限流射孔”压裂工艺思路。该研究为非常规油气分段多簇裂缝扩展提供了不同尺度的视角,有助于现场极限限流射孔方法的设计。 展开更多
关键词 水力压裂 限流射孔 三维格子法 呼吸效应 多点起裂 分段分簇
在线阅读 下载PDF
基于多尺度频域特征与空间注意力的多器官分割网络
20
作者 曾业战 康运成 +3 位作者 王帅 欧阳洪波 钟春良 黄钊 《包装学报》 2026年第1期88-97,共10页
为解决多器官分割中受大小不一、形状多样、几何结构复杂等因素的影响,提出了一种基于MFSA-Net(multi-scale frequency spatial attention network)的多器官分割方法。利用多层级、多方向频域分解获取不同尺度的多器官频域特征表达,以... 为解决多器官分割中受大小不一、形状多样、几何结构复杂等因素的影响,提出了一种基于MFSA-Net(multi-scale frequency spatial attention network)的多器官分割方法。利用多层级、多方向频域分解获取不同尺度的多器官频域特征表达,以有效扩大感受野并提高网络浅层语义特征的辨识性;提出多层次门控注意力机制,实现局部细粒度特征和长距离依赖的融合,聚焦关键目标并抑制背景区域;针对器官的结构差异和多样性,设计了方向增强双分支空间注意力模块,以深度融合边缘像素的空间位置和灰度分布特征,提高模型的空间特性捕获能力。实验结果表明,所提方法可以有效分割尺度差异大、结构复杂的多器官,在Synapse和ACDC数据集的平均DSC分别达到了81.66%和91.61%,优于现有主流方法。 展开更多
关键词 多器官分割 自注意力机制 频率变换 空间注意力
在线阅读 下载PDF
上一页 1 2 165 下一页 到第
使用帮助 返回顶部